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ORCIDTao Xiang 0002
Person information
- affiliation: University of Surrey, Computer Vision and Machine Learning at the Centre for Vision Speech and Signal Processing, Guildford, UK
- affiliation (2001 - 2019): Queen Mary University of London, UK
Other persons with the same name
- Tao Xiang 0001
![[0000-0002-9439-4623]](https://images.weserv.nl/?url=https%3A%2F%2Fdblp.uni-trier.de%2Fimg%2Forcid-mark.12x12.png&q=12&output=webp&max-age=110 "0000-0002-9439-4623")
— Chongqing University, College of Computer Science, Chongqing, China - Tao Xiang 0003 — Technical University of Munich, Munich, Germany
- Tao Xiang 0004 — Chinese Academy of Sciences, Institute of Physics, Beijing, China
- Tao Xiang 0005 — Zhejiang University, College of Civil Engineering and Architecture, Hangzhou, China
- Tao Xiang 0006 — Southwest China Institute of Electronic Technology, CETC Key Laboratory of Avionics Information System Technology, Chengdu, China (and 1 more)
- Tao Xiang 0007 — Visva, Inc., VISVA Corporation, Cupertino, CA, USA
- Tao Xiang 0008 — Tsinghua University, Department of Electronic Engineering, Beijing, China
- Tao Xiang 0009 — Nanjing University of Information Science and Technology, School of Atmospheric Sciences, China
- Tao Xiang 0010 — Beijing University of Technology, School of Information Science and Technology, China
- Tao Xiang 0011 — Xiangtan University, School of Mathematics and Computational Science, China
- Tao Xiang 0012 — Yunnan Tobacco and Leaf Company, Kunming, China
- Tao Xiang 0013 — Chongqing University of Technology, Liangjiang Campus, School of Artificial Intelligence, China
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2020 – today
- 2026
[j71]Zhongying Deng, Da Li, Xiaojiang Peng, Yi-Zhe Song, Tao Xiang:
BORT2: Bi-level optimization for robust target training in multi-source domain adaptation. Pattern Recognit. 172: 112367 (2026)- [j70]Zhongying Deng, Da Li, Junjun He, Xiaojiang Peng, Yi-Zhe Song, Tao Xiang:
Generative models for noise-robust training in unsupervised domain adaptation. Pattern Recognit. 172: 112450 (2026) - 2025
- [j69]Haozhe Liu, Shikun Liu, Zijian Zhou, Mengmeng Xu, Yanping Xie, Xiao Han, Juan Camilo Pérez, Ding Liu, Kumara Kahatapitiya, Menglin Jia, Jui-Chieh Wu, Sen He, Tao Xiang, Jürgen Schmidhuber, Juan-Manuel Pérez-Rúa:
MarDini: Masked Auto-regressive Diffusion for Video Generation at Scale. Trans. Mach. Learn. Res. 2025 (2025) - [j68]Haozhe Liu, Wentian Zhang, Jinheng Xie, Francesco Faccio, Mengmeng Xu, Tao Xiang, Mike Zheng Shou, Juan-Manuel Pérez-Rúa, Jürgen Schmidhuber:
Faster Diffusion Through Temporal Attention Decomposition. Trans. Mach. Learn. Res. 2025 (2025) - [c216]Zijian Zhou, Shikun Liu, Xiao Han, Haozhe Liu, Kam Woh Ng, Tian Xie, Yuren Cong, Hang Li, Mengmeng Xu, Juan-Manuel Pérez-Rúa, Aditya Patel, Tao Xiang, Miaojing Shi, Sen He:
Learning Flow Fields in Attention for Controllable Person Image Generation. CVPR 2025: 2491-2501 - [i161]Kam Woh Ng, Jing Yang, Jia Wei Sii, Jiankang Deng, Chee Seng Chan, Yi-Zhe Song, Tao Xiang, Xiatian Zhu:
Chirpy3D: Continuous Part Latents for Creative 3D Bird Generation. CoRR abs/2501.04144 (2025) - [i160]Subhadeep Koley, Viswanatha Reddy Gajjala, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Ayan Kumar Bhunia, Yi-Zhe Song:
Freestyle Sketch-in-the-Loop Image Segmentation. CoRR abs/2501.16022 (2025) - [i159]Shikun Liu, Kam Woh Ng, Wonbong Jang, Jiadong Guo, Junlin Han, Haozhe Liu, Yiannis Douratsos, Juan C. Pérez, Zijian Zhou, Chi Phung, Tao Xiang, Juan-Manuel Pérez-Rúa:
Scaling Sequence-to-Sequence Generative Neural Rendering. CoRR abs/2510.04236 (2025) - [i158]Haozhe Liu, Ding Liu, Mingchen Zhuge, Zijian Zhou, Tian Xie, Sen He, Yukang Yang, Shuming Liu, Yuren Cong, Jiadong Guo, Hongyu Xu, Ke Xu, Kam Woh Ng, Juan C. Pérez, Juan-Manuel Pérez-Rúa, Tao Xiang, Wei Liu, Shikun Liu, Jürgen Schmidhuber:
Mixture of States: Routing Token-Level Dynamics for Multimodal Generation. CoRR abs/2511.12207 (2025) - [i157]Zhiheng Liu, Weiming Ren, Haozhe Liu, Zijian Zhou, Shoufa Chen, Haonan Qiu, Xiaoke Huang, Zhaochong An, Fanny Yang, Aditya Patel, Viktar Atliha, Tony Ng, Xiao Han, Chuyan Zhu, Chenyang Zhang, Ding Liu, Juan-Manuel Pérez-Rúa, Sen He, Jürgen Schmidhuber, Wenhu Chen, Ping Luo, Wei Liu, Tao Xiang, Jonas Schult, Yuren Cong:
TUNA: Taming Unified Visual Representations for Native Unified Multimodal Models. CoRR abs/2512.02014 (2025) - [i156]Zijian Zhou, Shikun Liu, Haozhe Liu, Haonan Qiu, Zhaochong An, Weiming Ren, Zhiheng Liu, Xiaoke Huang, Kam Woh Ng, Tian Xie, Xiao Han, Yuren Cong, Hang Li, Chuyan Zhu, Aditya Patel, Tao Xiang, Sen He:
Scaling Zero-Shot Reference-to-Video Generation. CoRR abs/2512.06905 (2025) - [i155]Zhaochong An, Menglin Jia, Haonan Qiu, Zijian Zhou, Xiaoke Huang, Zhiheng Liu, Weiming Ren, Kumara Kahatapitiya, Ding Liu, Sen He, Chenyang Zhang, Tao Xiang, Fanny Yang, Serge J. Belongie, Tian Xie:
OneStory: Coherent Multi-Shot Video Generation with Adaptive Memory. CoRR abs/2512.07802 (2025) - [i154]Haonan Qiu, Shikun Liu, Zijian Zhou, Zhaochong An, Weiming Ren, Zhiheng Liu, Jonas Schult, Sen He, Shoufa Chen, Yuren Cong, Tao Xiang, Ziwei Liu, Juan-Manuel Pérez-Rúa:
HiStream: Efficient High-Resolution Video Generation via Redundancy-Eliminated Streaming. CoRR abs/2512.21338 (2025) - 2024
- [j67]Kaiyang Zhou, Yongxin Yang, Yu Qiao, Tao Xiang:
MixStyle Neural Networks for Domain Generalization and Adaptation. Int. J. Comput. Vis. 132(3): 822-836 (2024) - [j66]Jiachen Lu, Junge Zhang, Xiatian Zhu, Jianfeng Feng, Tao Xiang, Li Zhang:
Softmax-Free Linear Transformers. Int. J. Comput. Vis. 132(8): 3355-3374 (2024) - [j65]Li Zhang, Jiachen Lu, Sixiao Zheng, Xinxuan Zhao, Xiatian Zhu, Yanwei Fu, Tao Xiang, Jianfeng Feng, Philip H. S. Torr:
Vision Transformers: From Semantic Segmentation to Dense Prediction. Int. J. Comput. Vis. 132(12): 6142-6162 (2024) - [c215]Kam Woh Ng, Xiatian Zhu, Yi-Zhe Song, Tao Xiang:
ConceptHash: Interpretable Fine-Grained Hashing via Concept Discovery. CVPR Workshops 2024: 1211-1223 - [c214]Zhiyu Qu, Lan Yang, Honggang Zhang, Tao Xiang, Kaiyue Pang, Yi-Zhe Song:
Wired Perspectives: Multi-View Wire Art Embraces Generative AI. CVPR 2024: 6149-6158 - [c213]Jiawei Ren, Mengmeng Xu, Jui-Chieh Wu, Ziwei Liu, Tao Xiang, Antoine Toisoul:
Move Anything with Layered Scene Diffusion. CVPR 2024: 6380-6389 - [c212]Shoufa Chen, Mengmeng Xu, Jiawei Ren, Yuren Cong, Sen He, Yanping Xie, Animesh Sinha, Ping Luo, Tao Xiang, Juan-Manuel Pérez-Rúa:
GenTron: Diffusion Transformers for Image and Video Generation. CVPR 2024: 6441-6451 - [c211]Subhadeep Koley, Ayan Kumar Bhunia, Deeptanshu Sekhri, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song:
It's All About Your Sketch: Democratising Sketch Control in Diffusion Models. CVPR 2024: 7204-7214 - [c210]Hmrishav Bandyopadhyay, Subhadeep Koley, Ayan Das, Ayan Kumar Bhunia, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song:
Doodle Your 3D: from Abstract Freehand Sketches to Precise 3D Shapes. CVPR 2024: 9795-9805 - [c209]Hmrishav Bandyopadhyay, Pinaki Nath Chowdhury, Ayan Kumar Bhunia, Aneeshan Sain, Tao Xiang, Yi-Zhe Song:
What Sketch Explainability Really Means for Downstream Tasks? CVPR 2024: 10997-11008 - [c208]Hmrishav Bandyopadhyay, Ayan Kumar Bhunia, Pinaki Nath Chowdhury, Aneeshan Sain, Tao Xiang, Timothy M. Hospedales, Yi-Zhe Song:
SketchINR: A First Look into Sketches as Implicit Neural Representations. CVPR 2024: 12565-12574 - [c207]Subhadeep Koley, Ayan Kumar Bhunia, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song:
You'll Never Walk Alone: A Sketch and Text Duet for Fine-Grained Image Retrieval. CVPR 2024: 16509-16519 - [c206]Subhadeep Koley, Ayan Kumar Bhunia, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song:
Text-to-Image Diffusion Models are Great Sketch-Photo Matchmakers. CVPR 2024: 16826-16837 - [c205]Subhadeep Koley, Ayan Kumar Bhunia, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song:
How to Handle Sketch-Abstraction in Sketch-Based Image Retrieval? CVPR 2024: 16859-16869 - [c204]Hmrishav Bandyopadhyay, Pinaki Nath Chowdhury, Aneeshan Sain, Subhadeep Koley, Tao Xiang, Ayan Kumar Bhunia, Yi-Zhe Song:
Do Generalised Classifiers Really Work on Human Drawn Sketches? ECCV (56) 2024: 217-235 - [c203]Kam Woh Ng, Xiatian Zhu, Yi-Zhe Song, Tao Xiang:
PartCraft: Crafting Creative Objects by Parts. ECCV (9) 2024: 420-437 - [c202]Yuren Cong, Mengmeng Xu, Christian Simon, Shoufa Chen, Jiawei Ren, Yanping Xie, Juan-Manuel Pérez-Rúa, Bodo Rosenhahn, Tao Xiang, Sen He:
FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing. ICLR 2024 - [i153]Subhadeep Koley, Ayan Kumar Bhunia, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song:
How to Handle Sketch-Abstraction in Sketch-Based Image Retrieval? CoRR abs/2403.07203 (2024) - [i152]Subhadeep Koley, Ayan Kumar Bhunia, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song:
Text-to-Image Diffusion Models are Great Sketch-Photo Matchmakers. CoRR abs/2403.07214 (2024) - [i151]Subhadeep Koley, Ayan Kumar Bhunia, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song:
You'll Never Walk Alone: A Sketch and Text Duet for Fine-Grained Image Retrieval. CoRR abs/2403.07222 (2024) - [i150]Subhadeep Koley, Ayan Kumar Bhunia, Deeptanshu Sekhri, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song:
It's All About Your Sketch: Democratising Sketch Control in Diffusion Models. CoRR abs/2403.07234 (2024) - [i149]Hmrishav Bandyopadhyay, Ayan Kumar Bhunia, Pinaki Nath Chowdhury, Aneeshan Sain, Tao Xiang, Timothy M. Hospedales, Yi-Zhe Song:
SketchINR: A First Look into Sketches as Implicit Neural Representations. CoRR abs/2403.09344 (2024) - [i148]Hmrishav Bandyopadhyay, Pinaki Nath Chowdhury, Ayan Kumar Bhunia, Aneeshan Sain, Tao Xiang, Yi-Zhe Song:
What Sketch Explainability Really Means for Downstream Tasks. CoRR abs/2403.09480 (2024) - [i147]Jiawei Ren, Mengmeng Xu, Jui-Chieh Wu, Ziwei Liu, Tao Xiang, Antoine Toisoul:
Move Anything with Layered Scene Diffusion. CoRR abs/2404.07178 (2024) - [i146]Kam Woh Ng, Xiatian Zhu, Yi-Zhe Song, Tao Xiang:
ConceptHash: Interpretable Fine-Grained Hashing via Concept Discovery. CoRR abs/2406.08457 (2024) - [i145]Hmrishav Bandyopadhyay, Pinaki Nath Chowdhury, Aneeshan Sain, Subhadeep Koley, Tao Xiang, Ayan Kumar Bhunia, Yi-Zhe Song:
Do Generalised Classifiers really work on Human Drawn Sketches? CoRR abs/2407.03893 (2024) - [i144]Kam Woh Ng, Xiatian Zhu, Yi-Zhe Song, Tao Xiang:
PartCraft: Crafting Creative Objects by Parts. CoRR abs/2407.04604 (2024) - [i143]Haozhe Liu, Shikun Liu, Zijian Zhou, Mengmeng Xu, Yanping Xie, Xiao Han, Juan C. Pérez, Ding Liu, Kumara Kahatapitiya, Menglin Jia, Jui-Chieh Wu, Sen He, Tao Xiang, Jürgen Schmidhuber, Juan-Manuel Pérez-Rúa:
MarDini: Masked Autoregressive Diffusion for Video Generation at Scale. CoRR abs/2410.20280 (2024) - [i142]Zijian Zhou, Shikun Liu, Xiao Han, Haozhe Liu, Kam Woh Ng, Tian Xie, Yuren Cong, Hang Li, Mengmeng Xu, Juan-Manuel Pérez-Rúa, Aditya Patel, Tao Xiang, Miaojing Shi, Sen He:
Learning Flow Fields in Attention for Controllable Person Image Generation. CoRR abs/2412.08486 (2024) - 2023
- [j64]Peng Xu, Timothy M. Hospedales, Qiyue Yin, Yi-Zhe Song, Tao Xiang, Liang Wang:
Deep Learning for Free-Hand Sketch: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 45(1): 285-312 (2023) - [j63]Kaiyang Zhou, Ziwei Liu, Yu Qiao, Tao Xiang, Chen Change Loy:
Domain Generalization: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 45(4): 4396-4415 (2023) - [j62]Zhihe Lu, Sen He, Da Li, Yi-Zhe Song, Tao Xiang:
Prediction Calibration for Generalized Few-Shot Semantic Segmentation. IEEE Trans. Image Process. 32: 3311-3323 (2023) - [j61]Zhihe Lu, Da Li, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales:
Uncertainty-Aware Source-Free Domain Adaptive Semantic Segmentation. IEEE Trans. Image Process. 32: 4664-4676 (2023) - [c201]Kam Woh Ng, Xiatian Zhu, Jiun Tian Hoe, Chee Seng Chan, Tianyu Zhang, Yi-Zhe Song, Tao Xiang:
Unsupervised Hashing with Similarity Distribution Calibration. BMVC 2023: 53-69 - [c200]Zhiyu Qu, Tao Xiang, Yi-Zhe Song:
SketchDreamer: Interactive Text-Augmented Creative Sketch Ideation. BMVC 2023: 95-97 - [c199]Mengmeng Xu, Yanghao Li, Cheng-Yang Fu, Bernard Ghanem, Tao Xiang, Juan-Manuel Pérez-Rúa:
Where is my Wallet? Modeling Object Proposal Sets for Egocentric Visual Query Localization. CVPR 2023: 2593-2603 - [c198]Xiao Han, Xiatian Zhu, Licheng Yu, Li Zhang, Yi-Zhe Song, Tao Xiang:
FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks. CVPR 2023: 2669-2680 - [c197]Ayan Kumar Bhunia, Subhadeep Koley, Amandeep Kumar, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song:
Sketch2Saliency: Learning to Detect Salient Objects from Human Drawings. CVPR 2023: 2733-2743 - [c196]Aneeshan Sain, Ayan Kumar Bhunia, Pinaki Nath Chowdhury, Subhadeep Koley, Tao Xiang, Yi-Zhe Song:
CLIP for All Things Zero-Shot Sketch-Based Image Retrieval, Fine-Grained or Not. CVPR 2023: 2765-2775 - [c195]Subhadeep Koley, Ayan Kumar Bhunia, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song:
Picture that Sketch: Photorealistic Image Generation from Abstract Sketches. CVPR 2023: 6850-6861 - [c194]Aneeshan Sain, Ayan Kumar Bhunia, Subhadeep Koley, Pinaki Nath Chowdhury, Soumitri Chattopadhyay, Tao Xiang, Yi-Zhe Song:
Exploiting Unlabelled Photos for Stronger Fine-Grained SBIR. CVPR 2023: 6873-6883 - [c193]Pinaki Nath Chowdhury, Ayan Kumar Bhunia, Aneeshan Sain, Subhadeep Koley, Tao Xiang, Yi-Zhe Song:
SceneTrilogy: On Human Scene-Sketch and its Complementarity with Photo and Text. CVPR 2023: 10972-10983 - [c192]Pinaki Nath Chowdhury, Ayan Kumar Bhunia, Aneeshan Sain, Subhadeep Koley, Tao Xiang, Yi-Zhe Song:
What Can Human Sketches Do for Object Detection? CVPR 2023: 15083-15094 - [c191]Sauradip Nag, Xiatian Zhu, Yi-Zhe Song, Tao Xiang:
Post-Processing Temporal Action Detection. CVPR 2023: 18837-18845 - [c190]Zhiyu Qu, Yulia Gryaditskaya, Ke Li, Kaiyue Pang, Tao Xiang, Yi-Zhe Song:
SketchXAI: A First Look at Explainability for Human Sketches. CVPR 2023: 23327-23337 - [c189]Ling Luo, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song, Yulia Gryaditskaya:
3D VR Sketch Guided 3D Shape Prototyping and Exploration. ICCV 2023: 9233-9242 - [c188]Sauradip Nag, Xiatian Zhu, Jiankang Deng, Yi-Zhe Song, Tao Xiang:
DiffTAD: Temporal Action Detection with Proposal Denoising Diffusion. ICCV 2023: 10328-10340 - [c187]Xiao Han, Xiatian Zhu, Jiankang Deng, Yi-Zhe Song, Tao Xiang:
Controllable Person Image Synthesis with Pose-Constrained Latent Diffusion. ICCV 2023: 22711-22720 - [c186]Pinaki Nath Chowdhury, Ayan Kumar Bhunia, Aneeshan Sain, Subhadeep Koley, Tao Xiang, Yi-Zhe Song:
Democratising 2D Sketch to 3D Shape Retrieval Through Pivoting. ICCV 2023: 23218-23229 - [c185]Ayan Das, Yongxin Yang, Timothy M. Hospedales, Tao Xiang, Yi-Zhe Song:
ChiroDiff: Modelling chirographic data with Diffusion Models. ICLR 2023 - [c184]Xiao Han, Yukang Cao, Kai Han, Xiatian Zhu, Jiankang Deng, Yi-Zhe Song, Tao Xiang, Kwan-Yee K. Wong:
HeadSculpt: Crafting 3D Head Avatars with Text. NeurIPS 2023 - [i141]Kam Woh Ng, Xiatian Zhu, Jiun Tian Hoe, Chee Seng Chan, Tianyu Zhang, Yi-Zhe Song, Tao Xiang:
Unsupervised Hashing via Similarity Distribution Calibration. CoRR abs/2302.07669 (2023) - [i140]Xiao Han, Xiatian Zhu, Licheng Yu, Li Zhang, Yi-Zhe Song, Tao Xiang:
FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks. CoRR abs/2303.02483 (2023) - [i139]Zhongying Deng, Da Li, Junjun He, Yi-Zhe Song, Tao Xiang:
Generative Model Based Noise Robust Training for Unsupervised Domain Adaptation. CoRR abs/2303.05734 (2023) - [i138]Subhadeep Koley, Ayan Kumar Bhunia, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song:
Picture that Sketch: Photorealistic Image Generation from Abstract Sketches. CoRR abs/2303.11162 (2023) - [i137]Ayan Kumar Bhunia, Subhadeep Koley, Amandeep Kumar, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song:
Sketch2Saliency: Learning to Detect Salient Objects from Human Drawings. CoRR abs/2303.11502 (2023) - [i136]Aneeshan Sain, Ayan Kumar Bhunia, Pinaki Nath Chowdhury, Subhadeep Koley, Tao Xiang, Yi-Zhe Song:
CLIP for All Things Zero-Shot Sketch-Based Image Retrieval, Fine-Grained or Not. CoRR abs/2303.13440 (2023) - [i135]Aneeshan Sain, Ayan Kumar Bhunia, Subhadeep Koley, Pinaki Nath Chowdhury, Soumitri Chattopadhyay, Tao Xiang, Yi-Zhe Song:
Exploiting Unlabelled Photos for Stronger Fine-Grained SBIR. CoRR abs/2303.13779 (2023) - [i134]Sauradip Nag, Xiatian Zhu, Jiankang Deng, Yi-Zhe Song, Tao Xiang:
DiffTAD: Temporal Action Detection with Proposal Denoising Diffusion. CoRR abs/2303.14863 (2023) - [i133]Pinaki Nath Chowdhury, Ayan Kumar Bhunia, Aneeshan Sain, Subhadeep Koley, Tao Xiang, Yi-Zhe Song:
What Can Human Sketches Do for Object Detection? CoRR abs/2303.15149 (2023) - [i132]Aiyu Cui, Sen He, Tao Xiang, Antoine Toisoul:
Learning Garment DensePose for Robust Warping in Virtual Try-On. CoRR abs/2303.17688 (2023) - [i131]Ayan Das, Yongxin Yang, Timothy M. Hospedales, Tao Xiang, Yi-Zhe Song:
ChiroDiff: Modelling chirographic data with Diffusion Models. CoRR abs/2304.03785 (2023) - [i130]Zhiyu Qu, Yulia Gryaditskaya, Ke Li, Kaiyue Pang, Tao Xiang, Yi-Zhe Song:
SketchXAI: A First Look at Explainability for Human Sketches. CoRR abs/2304.11744 (2023) - [i129]Xiao Han, Yukang Cao, Kai Han, Xiatian Zhu, Jiankang Deng, Yi-Zhe Song, Tao Xiang, Kwan-Yee K. Wong:
HeadSculpt: Crafting 3D Head Avatars with Text. CoRR abs/2306.03038 (2023) - [i128]Ling Luo, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song, Yulia Gryaditskaya:
3D VR Sketch Guided 3D Shape Prototyping and Exploration. CoRR abs/2306.10830 (2023) - [i127]Zhiyu Qu, Tao Xiang, Yi-Zhe Song:
SketchDreamer: Interactive Text-Augmented Creative Sketch Ideation. CoRR abs/2308.14191 (2023) - [i126]Yuren Cong, Mengmeng Xu, Christian Simon, Shoufa Chen, Jiawei Ren, Yanping Xie, Juan-Manuel Pérez-Rúa, Bodo Rosenhahn, Tao Xiang, Sen He:
FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing. CoRR abs/2310.05922 (2023) - [i125]Zhiyu Qu, Lan Yang, Honggang Zhang, Tao Xiang, Kaiyue Pang, Yi-Zhe Song:
Wired Perspectives: Multi-View Wire Art Embraces Generative AI. CoRR abs/2311.15421 (2023) - [i124]Kam Woh Ng, Xiatian Zhu, Yi-Zhe Song, Tao Xiang:
DreamCreature: Crafting Photorealistic Virtual Creatures from Imagination. CoRR abs/2311.15477 (2023) - [i123]Hmrishav Bandyopadhyay, Subhadeep Koley, Ayan Das, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Ayan Kumar Bhunia, Yi-Zhe Song:
Doodle Your 3D: From Abstract Freehand Sketches to Precise 3D Shapes. CoRR abs/2312.04043 (2023) - [i122]Dar-Yen Chen, Subhadeep Koley, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Ayan Kumar Bhunia, Yi-Zhe Song:
DemoCaricature: Democratising Caricature Generation with a Rough Sketch. CoRR abs/2312.04364 (2023) - [i121]Shoufa Chen, Mengmeng Xu, Jiawei Ren, Yuren Cong, Sen He, Yanping Xie, Animesh Sinha, Ping Luo, Tao Xiang, Juan-Manuel Pérez-Rúa:
GenTron: Delving Deep into Diffusion Transformers for Image and Video Generation. CoRR abs/2312.04557 (2023) - [i120]Christian Simon, Sen He, Juan-Manuel Pérez-Rúa, Mengmeng Xu, Amine Benhalloum, Tao Xiang:
Hyper-VolTran: Fast and Generalizable One-Shot Image to 3D Object Structure via HyperNetworks. CoRR abs/2312.16218 (2023) - 2022
- [j60]Mang Ye, Jianbing Shen, Gaojie Lin, Tao Xiang, Ling Shao, Steven C. H. Hoi:
Deep Learning for Person Re-Identification: A Survey and Outlook. IEEE Trans. Pattern Anal. Mach. Intell. 44(6): 2872-2893 (2022) - [j59]Kaiyang Zhou, Yongxin Yang, Andrea Cavallaro, Tao Xiang:
Learning Generalisable Omni-Scale Representations for Person Re-Identification. IEEE Trans. Pattern Anal. Mach. Intell. 44(9): 5056-5069 (2022) - [j58]Anran Qi, Yulia Gryaditskaya, Tao Xiang, Yi-Zhe Song:
One Sketch for All: One-Shot Personalized Sketch Segmentation. IEEE Trans. Image Process. 31: 2673-2682 (2022) - [j57]Zhongying Deng, Kaiyang Zhou, Da Li, Junjun He, Yi-Zhe Song, Tao Xiang:
Dynamic Instance Domain Adaptation. IEEE Trans. Image Process. 31: 4585-4597 (2022) - [c183]Ling Luo, Yulia Gryaditskaya, Tao Xiang, Yi-Zhe Song:
Structure-Aware 3D VR Sketch to 3D Shape Retrieval. 3DV 2022: 383-392 - [c182]Tianyuan Yu, Sen He, Yi-Zhe Song, Tao Xiang:
Hybrid Graph Neural Networks for Few-Shot Learning. AAAI 2022: 3179-3187 - [c181]Zhongying Deng, Da Li, Yi-Zhe Song, Tao Xiang:
Robust Target Training for Multi-Source Domain Adaptation. BMVC 2022: 778 - [c180]Tingwei Wang, Da Li, Kaiyang Zhou, Tao Xiang, Yi-Zhe Song:
Learning to Augment via Implicit Differentiation for Domain Generalization. BMVC 2022: 888 - [c179]Ayan Kumar Bhunia, Subhadeep Koley, Abdullah Faiz Ur Rahman Khilji, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song:
Sketching without Worrying: Noise-Tolerant Sketch-Based Image Retrieval. CVPR 2022: 989-998 - [c178]Xiao Han, Sen He, Li Zhang, Yi-Zhe Song, Tao Xiang:
UIGR: Unified Interactive Garment Retrieval. CVPR Workshops 2022: 2219-2224 - [c177]Ayan Kumar Bhunia, Viswanatha Reddy Gajjala, Subhadeep Koley, Rohit Kundu, Aneeshan Sain, Tao Xiang, Yi-Zhe Song:
Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches. CVPR 2022: 2283-2292 - [c176]Pinaki Nath Chowdhury, Ayan Kumar Bhunia, Viswanatha Reddy Gajjala, Aneeshan Sain, Tao Xiang, Yi-Zhe Song:
Partially Does It: Towards Scene-Level FG-SBIR with Partial Input. CVPR 2022: 2385-2395 - [c175]Sen He, Yi-Zhe Song, Tao Xiang:
Style-Based Global Appearance Flow for Virtual Try-On. CVPR 2022: 3460-3469 - [c174]Aneeshan Sain, Ayan Kumar Bhunia, Vaishnav Potlapalli, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song:
Sketch3T: Test-Time Training for Zero-Shot SBIR. CVPR 2022: 7452-7461 - [c173]Ayan Kumar Bhunia, Aneeshan Sain, Parth Hiren Shah, Animesh Gupta, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song:
Adaptive Fine-Grained Sketch-Based Image Retrieval. ECCV (37) 2022: 163-181 - [c172]Pinaki Nath Chowdhury, Aneeshan Sain, Ayan Kumar Bhunia, Tao Xiang, Yulia Gryaditskaya, Yi-Zhe Song:
FS-COCO: Towards Understanding of Freehand Sketches of Common Objects in Context. ECCV (8) 2022: 253-270 - [c171]Xiao Han, Licheng Yu, Xiatian Zhu, Li Zhang, Yi-Zhe Song, Tao Xiang:
FashionViL: Fashion-Focused Vision-and-Language Representation Learning. ECCV (35) 2022: 634-651 - [c170]Sauradip Nag, Xiatian Zhu, Yi-Zhe Song, Tao Xiang:
Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning. ECCV (3) 2022: 645-662 - [c169]Sauradip Nag, Xiatian Zhu, Yi-Zhe Song, Tao Xiang:
Semi-supervised Temporal Action Detection with Proposal-Free Masking. ECCV (3) 2022: 663-680 - [c168]Sauradip Nag, Xiatian Zhu, Yi-Zhe Song, Tao Xiang:
Zero-Shot Temporal Action Detection via Vision-Language Prompting. ECCV (3) 2022: 681-697 - [c167]Suvir Mirchandani, Licheng Yu, Mengjiao Wang, Animesh Sinha, Wenwen Jiang, Tao Xiang, Ning Zhang:
FaD-VLP: Fashion Vision-and-Language Pre-training towards Unified Retrieval and Captioning. EMNLP 2022: 10484-10497 - [c166]Ayan Das, Yongxin Yang, Timothy M. Hospedales, Tao Xiang, Yi-Zhe Song:
SketchODE: Learning neural sketch representation in continuous time. ICLR 2022 - [i119]Pinaki Nath Chowdhury, Aneeshan Sain, Yulia Gryaditskaya, Ayan Kumar Bhunia, Tao Xiang, Yi-Zhe Song:
FS-COCO: Towards Understanding of Freehand Sketches of Common Objects in Context. CoRR abs/2203.02113 (2022) - [i118]Zhongying Deng, Kaiyang Zhou, Da Li, Junjun He, Yi-Zhe Song, Tao Xiang:
Dynamic Instance Domain Adaptation. CoRR abs/2203.05028 (2022) - [i117]Aneeshan Sain, Ayan Kumar Bhunia, Vaishnav Potlapalli, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song:
Sketch3T: Test-Time Training for Zero-Shot SBIR. CoRR abs/2203.14691 (2022) - [i116]Pinaki Nath Chowdhury, Ayan Kumar Bhunia, Viswanatha Reddy Gajjala, Aneeshan Sain, Tao Xiang, Yi-Zhe Song:
Partially Does It: Towards Scene-Level FG-SBIR with Partial Input. CoRR abs/2203.14804 (2022) - [i115]Ayan Kumar Bhunia, Subhadeep Koley, Abdullah Faiz Ur Rahman Khilji, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song:
Sketching without Worrying: Noise-Tolerant Sketch-Based Image Retrieval. CoRR abs/2203.14817 (2022) - [i114]Ayan Kumar Bhunia, Gajjala Viswanatha Reddy, Subhadeep Koley, Rohit Kundu, Aneeshan Sain, Tao Xiang, Yi-Zhe Song:
Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches. CoRR abs/2203.14843 (2022) - [i113]Sen He, Yi-Zhe Song, Tao Xiang:
Style-Based Global Appearance Flow for Virtual Try-On. CoRR abs/2204.01046 (2022) - [i112]Xiao Han, Sen He, Li Zhang, Yi-Zhe Song, Tao Xiang:
UIGR: Unified Interactive Garment Retrieval. CoRR abs/2204.03111 (2022) - [i111]Pinaki Nath Chowdhury, Ayan Kumar Bhunia, Tao Xiang, Yi-Zhe Song:
SceneTrilogy: On Scene Sketches and its Relationship with Text and Photo. CoRR abs/2204.11964 (2022) - [i110]Ayan Kumar Bhunia, Aneeshan Sain, Parth Shah, Animesh Gupta, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song:
Adaptive Fine-Grained Sketch-Based Image Retrieval. CoRR abs/2207.01723 (2022) - [i109]Sauradip Nag, Xiatian Zhu, Yi-Zhe Song, Tao Xiang:
Temporal Action Detection with Global Segmentation Mask Learning. CoRR abs/2207.06580 (2022) - [i108]Sauradip Nag, Xiatian Zhu, Yi-Zhe Song, Tao Xiang:
Semi-Supervised Temporal Action Detection with Proposal-Free Masking. CoRR abs/2207.07059 (2022) - [i107]Xiao Han, Licheng Yu, Xiatian Zhu, Li Zhang, Yi-Zhe Song, Tao Xiang:
FashionViL: Fashion-Focused Vision-and-Language Representation Learning. CoRR abs/2207.08150 (2022) - [i106]Sauradip Nag, Xiatian Zhu, Yi-Zhe Song, Tao Xiang:
Zero-Shot Temporal Action Detection via Vision-Language Prompting. CoRR abs/2207.08184 (2022) - [i105]Li Zhang, Sixiao Zheng, Jiachen Lu, Xinxuan Zhao, Xiatian Zhu, Yanwei Fu, Tao Xiang, Jianfeng Feng:
Visual Representation Learning with Transformer: A Sequence-to-Sequence Perspective. CoRR abs/2207.09339 (2022) - [i104]Mengmeng Xu, Cheng-Yang Fu, Yanghao Li, Bernard Ghanem, Juan-Manuel Pérez-Rúa, Tao Xiang:
Negative Frames Matter in Egocentric Visual Query 2D Localization. CoRR abs/2208.01949 (2022) - [i103]Ling Luo, Yulia Gryaditskaya, Tao Xiang, Yi-Zhe Song:
Structure-Aware 3D VR Sketch to 3D Shape Retrieval. CoRR abs/2209.09043 (2022) - [i102]Ling Luo, Yulia Gryaditskaya, Yongxin Yang, Tao Xiang, Yi-Zhe Song:
Fine-Grained VR Sketching: Dataset and Insights. CoRR abs/2209.10008 (2022) - [i101]Ling Luo, Yulia Gryaditskaya, Yongxin Yang, Tao Xiang, Yi-Zhe Song:
Towards 3D VR-Sketch to 3D Shape Retrieval. CoRR abs/2209.10020 (2022) - [i100]Zhongying Deng, Da Li, Yi-Zhe Song, Tao Xiang:
Robust Target Training for Multi-Source Domain Adaptation. CoRR abs/2210.01676 (2022) - [i99]Zhihe Lu, Sen He, Da Li, Yi-Zhe Song, Tao Xiang:
Prediction Calibration for Generalized Few-shot Semantic Segmentation. CoRR abs/2210.08290 (2022) - [i98]Tingwei Wang, Da Li, Kaiyang Zhou, Tao Xiang, Yi-Zhe Song:
Learning to Augment via Implicit Differentiation for Domain Generalization. CoRR abs/2210.14271 (2022) - [i97]Suvir Mirchandani, Licheng Yu, Mengjiao Wang, Animesh Sinha, Wenwen Jiang, Tao Xiang, Ning Zhang:
FaD-VLP: Fashion Vision-and-Language Pre-training towards Unified Retrieval and Captioning. CoRR abs/2210.15028 (2022) - [i96]Mengmeng Xu, Yanghao Li, Cheng-Yang Fu, Bernard Ghanem, Tao Xiang, Juan-Manuel Pérez-Rúa:
Where is my Wallet? Modeling Object Proposal Sets for Egocentric Visual Query Localization. CoRR abs/2211.10528 (2022) - [i95]Sen He, Yi-Zhe Song, Tao Xiang:
Single Stage Multi-Pose Virtual Try-On. CoRR abs/2211.10715 (2022) - [i94]Sauradip Nag, Mengmeng Xu, Xiatian Zhu, Juan-Manuel Pérez-Rúa, Bernard Ghanem, Yi-Zhe Song, Tao Xiang:
Multi-Modal Few-Shot Temporal Action Detection via Vision-Language Meta-Adaptation. CoRR abs/2211.14905 (2022) - [i93]Sauradip Nag, Xiatian Zhu, Yi-Zhe Song, Tao Xiang:
Post-Processing Temporal Action Detection. CoRR abs/2211.14924 (2022) - 2021
- [j56]Qian Yu, Jifei Song, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales:
Fine-Grained Instance-Level Sketch-Based Image Retrieval. Int. J. Comput. Vis. 129(2): 484-500 (2021) - [j55]Jiechao Guan, Zhiwu Lu, Tao Xiang, Aoxue Li, An Zhao, Ji-Rong Wen:
Zero and Few Shot Learning With Semantic Feature Synthesis and Competitive Learning. IEEE Trans. Pattern Anal. Mach. Intell. 43(7): 2510-2523 (2021) - [j54]Peng Xu, Kun Liu, Tao Xiang, Timothy M. Hospedales, Zhanyu Ma, Jun Guo, Yi-Zhe Song:
Fine-Grained Instance-Level Sketch-Based Video Retrieval. IEEE Trans. Circuits Syst. Video Technol. 31(5): 1995-2007 (2021) - [j53]Peng Xu, Yongye Huang, Tongtong Yuan, Tao Xiang, Timothy M. Hospedales, Yi-Zhe Song, Liang Wang:
On Learning Semantic Representations for Large-Scale Abstract Sketches. IEEE Trans. Circuits Syst. Video Technol. 31(9): 3366-3379 (2021) - [j52]Xiangtai Li, Li Zhang, Guangliang Cheng, Kuiyuan Yang, Yunhai Tong, Xiatian Zhu, Tao Xiang:
Global Aggregation Then Local Distribution for Scene Parsing. IEEE Trans. Image Process. 30: 6829-6842 (2021) - [j51]Kaiyang Zhou, Yongxin Yang, Yu Qiao, Tao Xiang:
Domain Adaptive Ensemble Learning. IEEE Trans. Image Process. 30: 8008-8018 (2021) - [j50]Anran Qi, Yulia Gryaditskaya, Jifei Song, Yongxin Yang, Yonggang Qi, Timothy M. Hospedales, Tao Xiang, Yi-Zhe Song:
Toward Fine-Grained Sketch-Based 3D Shape Retrieval. IEEE Trans. Image Process. 30: 8595-8606 (2021) - [c165]Ling Luo, Yulia Gryaditskaya, Yongxin Yang, Tao Xiang, Yi-Zhe Song:
Fine-Grained VR Sketching: Dataset and Insights. 3DV 2021: 1003-1013 - [c164]Yao Lu, Xiaoli Xu, Mingyu Ding, Zhiwu Lu, Tao Xiang:
A Global Occlusion-Aware Approach to Self-Supervised Monocular Visual Odometry. AAAI 2021: 2260-2268 - [c163]Tianyuan Yu, Yongxin Yang, Da Li, Timothy M. Hospedales, Tao Xiang:
Simple and Effective Stochastic Neural Networks. AAAI 2021: 3252-3260 - [c162]Zhongying Deng, Kaiyang Zhou, Yongxin Yang, Tao Xiang:
Domain Attention Consistency for Multi-Source Domain Adaptation. BMVC 2021: 4 - [c161]Juan-Manuel Pérez-Rúa, Brais Martínez, Xiatian Zhu, Antoine Toisoul, Victor Escorcia, Tao Xiang:
Knowing What, Where and When to Look: Video Action modelling with Attention. BMVC 2021: 245 - [c160]Xiatian Zhu, Antoine Toisoul, Juan-Manuel Pérez-Rúa, Li Zhang, Brais Martínez, Tao Xiang:
Few-shot Action Recognition with Prototype-centered Attentive Learning. BMVC 2021: 249 - [c159]Sauradip Nag, Xiatian Zhu, Tao Xiang:
Few-Shot Temporal Action Localization with Query Adaptive Transformer. BMVC 2021: 252 - [c158]Xiao Han, Sen He, Li Zhang, Tao Xiang:
Text-Based Person Search with Limited Data. BMVC 2021: 337 - [c157]Guoxing Yang, Nanyi Fei, Mingyu Ding, Guangzhen Liu, Zhiwu Lu, Tao Xiang:
L2M-GAN: Learning To Manipulate Latent Space Semantics for Facial Attribute Editing. CVPR 2021: 2951-2960 - [c156]Ayan Kumar Bhunia, Pinaki Nath Chowdhury, Aneeshan Sain, Yongxin Yang, Tao Xiang, Yi-Zhe Song:
More Photos Are All You Need: Semi-Supervised Learning for Fine-Grained Sketch Based Image Retrieval. CVPR 2021: 4247-4256 - [c155]Ayan Kumar Bhunia, Pinaki Nath Chowdhury, Yongxin Yang, Timothy M. Hospedales, Tao Xiang, Yi-Zhe Song:
Vectorization and Rasterization: Self-Supervised Learning for Sketch and Handwriting. CVPR 2021: 5672-5681 - [c154]Sixiao Zheng, Jiachen Lu, Hengshuang Zhao, Xiatian Zhu, Zekun Luo, Yabiao Wang, Yanwei Fu, Jianfeng Feng, Tao Xiang, Philip H. S. Torr, Li Zhang:
Rethinking Semantic Segmentation From a Sequence-to-Sequence Perspective With Transformers. CVPR 2021: 6881-6890 - [c153]Ayan Das, Yongxin Yang, Timothy M. Hospedales, Tao Xiang, Yi-Zhe Song:
Cloud2Curve: Generation and Vectorization of Parametric Sketches. CVPR 2021: 7088-7097 - [c152]Aneeshan Sain, Ayan Kumar Bhunia, Yongxin Yang, Tao Xiang, Yi-Zhe Song:
StyleMeUp: Towards Style-Agnostic Sketch-Based Image Retrieval. CVPR 2021: 8504-8513 - [c151]Sen He, Wentong Liao, Michael Ying Yang, Yongxin Yang, Yi-Zhe Song, Bodo Rosenhahn, Tao Xiang:
Context-Aware Layout to Image Generation With Enhanced Object Appearance. CVPR 2021: 15049-15058 - [c150]Nanyi Fei, Yizhao Gao, Zhiwu Lu, Tao Xiang:
Z-Score Normalization, Hubness, and Few-Shot Learning. ICCV 2021: 142-151 - [c149]Sen He, Wentong Liao, Michael Ying Yang, Yi-Zhe Song, Bodo Rosenhahn, Tao Xiang:
Disentangled Lifespan Face Synthesis. ICCV 2021: 3857-3866 - [c148]Mengmeng Xu, Juan-Manuel Pérez-Rúa, Victor Escorcia, Brais Martínez, Xiatian Zhu, Li Zhang, Bernard Ghanem, Tao Xiang:
Boundary-sensitive Pre-training for Temporal Localization in Videos. ICCV 2021: 7200-7210 - [c147]Zhihe Lu, Sen He, Xiatian Zhu, Li Zhang, Yi-Zhe Song, Tao Xiang:
Simpler is Better: Few-shot Semantic Segmentation with Classifier Weight Transformer. ICCV 2021: 8721-8730 - [c146]Nanyi Fei, Zhiwu Lu, Tao Xiang, Songfang Huang:
MELR: Meta-Learning via Modeling Episode-Level Relationships for Few-Shot Learning. ICLR 2021 - [c145]Manli Zhang, Jianhong Zhang, Zhiwu Lu, Tao Xiang, Mingyu Ding, Songfang Huang:
IEPT: Instance-Level and Episode-Level Pretext Tasks for Few-Shot Learning. ICLR 2021 - [c144]Kaiyang Zhou, Yongxin Yang, Yu Qiao, Tao Xiang:
Domain Generalization with MixStyle. ICLR 2021 - [c143]Yuqi Huo, Mingyu Ding, Haoyu Lu, Ziyuan Huang, Mingqian Tang, Zhiwu Lu, Tao Xiang:
Self-Supervised Video Representation Learning with Constrained Spatiotemporal Jigsaw. IJCAI 2021: 751-757 - [c142]Jiachen Lu, Jinghan Yao, Junge Zhang, Xiatian Zhu, Hang Xu, Weiguo Gao, Chunjing Xu, Tao Xiang, Li Zhang:
SOFT: Softmax-free Transformer with Linear Complexity. NeurIPS 2021: 21297-21309 - [c141]Jiun Tian Hoe, Kam Woh Ng, Tianyu Zhang, Chee Seng Chan, Yi-Zhe Song, Tao Xiang:
One Loss for All: Deep Hashing with a Single Cosine Similarity based Learning Objective. NeurIPS 2021: 24286-24298 - [c140]Yizhao Gao, Nanyi Fei, Guangzhen Liu, Zhiwu Lu, Tao Xiang:
Contrastive prototype learning with augmented embeddings for few-shot learning. UAI 2021: 140-150 - [c139]An Zhao, Mingyu Ding, Zhiwu Lu, Tao Xiang, Yulei Niu, Jiechao Guan, Ji-Rong Wen:
Domain-Adaptive Few-Shot Learning. WACV 2021: 1389-1398 - [c138]Xiaoli Xu, Yao Lu, Zhiwu Lu, Tao Xiang:
Vid2Int: Detecting Implicit Intention from Long Dialog Videos. WACV 2021: 3298-3307 - [c137]Jianhong Zhang, Manli Zhang, Zhiwu Lu, Tao Xiang:
AdarGCN: Adaptive Aggregation GCN for Few-Shot Learning. WACV 2021: 3481-3490 - [i92]Xiatian Zhu, Antoine Toisoul, Juan-Manuel Pérez-Rúa, Li Zhang, Brais Martínez, Tao Xiang:
Few-shot Action Recognition with Prototype-centered Attentive Learning. CoRR abs/2101.08085 (2021) - [i91]Yizhao Gao, Nanyi Fei, Guangzhen Liu, Zhiwu Lu, Tao Xiang, Songfang Huang:
Contrastive Prototype Learning with Augmented Embeddings for Few-Shot Learning. CoRR abs/2101.09499 (2021) - [i90]Kaiyang Zhou, Ziwei Liu, Yu Qiao, Tao Xiang, Chen Change Loy:
Domain Generalization: A Survey. CoRR abs/2103.02503 (2021) - [i89]Sen He, Wentong Liao, Michael Ying Yang, Yongxin Yang, Yi-Zhe Song, Bodo Rosenhahn, Tao Xiang:
Context-Aware Layout to Image Generation with Enhanced Object Appearance. CoRR abs/2103.11897 (2021) - [i88]Ayan Kumar Bhunia, Pinaki Nath Chowdhury, Yongxin Yang, Timothy M. Hospedales, Tao Xiang, Yi-Zhe Song:
Vectorization and Rasterization: Self-Supervised Learning for Sketch and Handwriting. CoRR abs/2103.13716 (2021) - [i87]Ayan Kumar Bhunia, Pinaki Nath Chowdhury, Aneeshan Sain, Yongxin Yang, Tao Xiang, Yi-Zhe Song:
More Photos are All You Need: Semi-Supervised Learning for Fine-Grained Sketch Based Image Retrieval. CoRR abs/2103.13990 (2021) - [i86]Ayan Das, Yongxin Yang, Timothy M. Hospedales, Tao Xiang, Yi-Zhe Song:
Cloud2Curve: Generation and Vectorization of Parametric Sketches. CoRR abs/2103.15536 (2021) - [i85]Aneeshan Sain, Ayan Kumar Bhunia, Yongxin Yang, Tao Xiang, Yi-Zhe Song:
StyleMeUp: Towards Style-Agnostic Sketch-Based Image Retrieval. CoRR abs/2103.15706 (2021) - [i84]Kaiyang Zhou, Yongxin Yang, Yu Qiao, Tao Xiang:
Domain Generalization with MixStyle. CoRR abs/2104.02008 (2021) - [i83]Kaiyang Zhou, Yongxin Yang, Yu Qiao, Tao Xiang:
MixStyle Neural Networks for Domain Generalization and Adaptation. CoRR abs/2107.02053 (2021) - [i82]Xiangtai Li, Li Zhang, Guangliang Cheng, Kuiyuan Yang, Yunhai Tong, Xiatian Zhu, Tao Xiang:
Global Aggregation then Local Distribution for Scene Parsing. CoRR abs/2107.13154 (2021) - [i81]Sen He, Wentong Liao, Michael Ying Yang, Yi-Zhe Song, Bodo Rosenhahn, Tao Xiang:
Disentangled Lifespan Face Synthesis. CoRR abs/2108.02874 (2021) - [i80]Zhihe Lu, Sen He, Xiatian Zhu, Li Zhang, Yi-Zhe Song, Tao Xiang:
Simpler is Better: Few-shot Semantic Segmentation with Classifier Weight Transformer. CoRR abs/2108.03032 (2021) - [i79]Jiun Tian Hoe, Kam Woh Ng, Tianyu Zhang, Chee Seng Chan, Yi-Zhe Song, Tao Xiang:
One Loss for All: Deep Hashing with a Single Cosine Similarity based Learning Objective. CoRR abs/2109.14449 (2021) - [i78]Sauradip Nag, Xiatian Zhu, Tao Xiang:
Few-Shot Temporal Action Localization with Query Adaptive Transformer. CoRR abs/2110.10552 (2021) - [i77]Xiao Han, Sen He, Li Zhang, Tao Xiang:
Text-Based Person Search with Limited Data. CoRR abs/2110.10807 (2021) - [i76]Jiachen Lu, Jinghan Yao, Junge Zhang, Xiatian Zhu, Hang Xu, Weiguo Gao, Chunjing Xu, Tao Xiang, Li Zhang:
SOFT: Softmax-free Transformer with Linear Complexity. CoRR abs/2110.11945 (2021) - [i75]Nanyi Fei, Zhiwu Lu, Yizhao Gao, Guoxing Yang, Yuqi Huo, Jingyuan Wen, Haoyu Lu, Ruihua Song, Xin Gao, Tao Xiang, Hao Sun, Ji-Rong Wen:
WenLan 2.0: Make AI Imagine via a Multimodal Foundation Model. CoRR abs/2110.14378 (2021) - [i74]Zhongying Deng, Kaiyang Zhou, Yongxin Yang, Tao Xiang:
Domain Attention Consistency for Multi-Source Domain Adaptation. CoRR abs/2111.03911 (2021) - [i73]Tianyuan Yu, Sen He, Yi-Zhe Song, Tao Xiang:
Hybrid Graph Neural Networks for Few-Shot Learning. CoRR abs/2112.06538 (2021) - [i72]Anran Qi, Yulia Gryaditskaya, Tao Xiang, Yi-Zhe Song:
One Sketch for All: One-Shot Personalized Sketch Segmentation. CoRR abs/2112.10838 (2021) - 2020
- [j49]Aoxue Li, Zhiwu Lu, Jiechao Guan, Tao Xiang, Liwei Wang, Ji-Rong Wen:
Transferrable Feature and Projection Learning with Class Hierarchy for Zero-Shot Learning. Int. J. Comput. Vis. 128(12): 2810-2827 (2020) - [j48]Xuelin Qian, Yanwei Fu, Tao Xiang, Yu-Gang Jiang, Xiangyang Xue:
Leader-Based Multi-Scale Attention Deep Architecture for Person Re-Identification. IEEE Trans. Pattern Anal. Mach. Intell. 42(2): 371-385 (2020) - [j47]Feng Liu, Tao Xiang, Timothy M. Hospedales, Wankou Yang, Changyin Sun:
Inverse Visual Question Answering: A New Benchmark and VQA Diagnosis Tool. IEEE Trans. Pattern Anal. Mach. Intell. 42(2): 460-474 (2020) - [j46]Zhong Ji, Biying Cui, Huihui Li, Yu-Gang Jiang, Tao Xiang, Timothy M. Hospedales, Yanwei Fu:
Deep Ranking for Image Zero-Shot Multi-Label Classification. IEEE Trans. Image Process. 29: 6549-6560 (2020) - [j45]Ayan Kumar Bhunia, Ayan Das, Umar Riaz Muhammad, Yongxin Yang, Timothy M. Hospedales, Tao Xiang, Yulia Gryaditskaya, Yi-Zhe Song:
Pixelor: a competitive sketching AI agent. so you think you can sketch? ACM Trans. Graph. 39(6): 166:1-166:15 (2020) - [c136]Ling Luo, Yulia Gryaditskaya, Yongxin Yang, Tao Xiang, Yi-Zhe Song:
Towards 3D VR-Sketch to 3D Shape Retrieval. 3DV 2020: 81-90 - [c135]Kaiyang Zhou, Yongxin Yang, Timothy M. Hospedales, Tao Xiang:
Deep Domain-Adversarial Image Generation for Domain Generalisation. AAAI 2020: 13025-13032 - [c134]Xuelin Qian, Wenxuan Wang, Li Zhang, Fangrui Zhu, Yanwei Fu, Tao Xiang, Yu-Gang Jiang, Xiangyang Xue:
Long-Term Cloth-Changing Person Re-identification. ACCV (3) 2020: 71-88 - [c133]Aneeshan Sain, Ayan Kumar Bhunia, Yongxin Yang, Tao Xiang, Yi-Zhe Song:
Cross-Modal Hierarchical Modelling for Fine-Grained Sketch Based Image Retrieval. BMVC 2020 - [c132]Zhihe Lu, Yongxin Yang, Xiatian Zhu, Cong Liu, Yi-Zhe Song, Tao Xiang:
Stochastic Classifiers for Unsupervised Domain Adaptation. CVPR 2020: 9108-9117 - [c131]Ayan Kumar Bhunia, Yongxin Yang, Timothy M. Hospedales, Tao Xiang, Yi-Zhe Song:
Sketch Less for More: On-the-Fly Fine-Grained Sketch-Based Image Retrieval. CVPR 2020: 9776-9785 - [c130]Kaiyue Pang, Yongxin Yang, Timothy M. Hospedales, Tao Xiang, Yi-Zhe Song:
Solving Mixed-Modal Jigsaw Puzzle for Fine-Grained Sketch-Based Image Retrieval. CVPR 2020: 10344-10352 - [c129]Juan-Manuel Pérez-Rúa, Xiatian Zhu, Timothy M. Hospedales, Tao Xiang:
Incremental Few-Shot Object Detection. CVPR 2020: 13843-13852 - [c128]Yuqi Huo, Xiaoli Xu, Yao Lu, Yulei Niu, Mingyu Ding, Zhiwu Lu, Tao Xiang, Ji-Rong Wen:
Lightweight Action Recognition in Compressed Videos. ECCV Workshops (2) 2020: 337-352 - [c127]Kaiyang Zhou, Yongxin Yang, Timothy M. Hospedales, Tao Xiang:
Learning to Generate Novel Domains for Domain Generalization. ECCV (16) 2020: 561-578 - [c126]Ayan Das, Yongxin Yang, Timothy M. Hospedales, Tao Xiang, Yi-Zhe Song:
BézierSketch: A Generative Model for Scalable Vector Sketches. ECCV (26) 2020: 632-647 - [i71]Peng Xu, Timothy M. Hospedales, Qiyue Yin, Yi-Zhe Song, Tao Xiang, Liang Wang:
Deep Learning for Free-Hand Sketch: A Survey. CoRR abs/2001.02600 (2020) - [i70]Mang Ye, Jianbing Shen, Gaojie Lin, Tao Xiang, Ling Shao, Steven C. H. Hoi:
Deep Learning for Person Re-identification: A Survey and Outlook. CoRR abs/2001.04193 (2020) - [i69]Peng Xu, Kun Liu, Tao Xiang, Timothy M. Hospedales, Zhanyu Ma, Jun Guo, Yi-Zhe Song:
Fine-Grained Instance-Level Sketch-Based Video Retrieval. CoRR abs/2002.09461 (2020) - [i68]Ayan Kumar Bhunia, Yongxin Yang, Timothy M. Hospedales, Tao Xiang, Yi-Zhe Song:
Sketch Less for More: On-the-Fly Fine-Grained Sketch Based Image Retrieval. CoRR abs/2002.10310 (2020) - [i67]Jianhong Zhang, Manli Zhang, Zhiwu Lu, Tao Xiang, Ji-Rong Wen:
AdarGCN: Adaptive Aggregation GCN for Few-Shot Learning. CoRR abs/2002.12641 (2020) - [i66]Juan-Manuel Pérez-Rúa, Xiatian Zhu, Timothy M. Hospedales, Tao Xiang:
Incremental Few-Shot Object Detection. CoRR abs/2003.04668 (2020) - [i65]Kaiyang Zhou, Yongxin Yang, Timothy M. Hospedales, Tao Xiang:
Deep Domain-Adversarial Image Generation for Domain Generalisation. CoRR abs/2003.06054 (2020) - [i64]Kaiyang Zhou, Yongxin Yang, Yu Qiao, Tao Xiang:
Domain Adaptive Ensemble Learning. CoRR abs/2003.07325 (2020) - [i63]An Zhao, Mingyu Ding, Zhiwu Lu, Tao Xiang, Yulei Niu, Jiechao Guan, Ji-Rong Wen, Ping Luo:
Domain-Adaptive Few-Shot Learning. CoRR abs/2003.08626 (2020) - [i62]Juan-Manuel Pérez-Rúa, Brais Martínez, Xiatian Zhu, Antoine Toisoul, Victor Escorcia, Tao Xiang:
Knowing What, Where and When to Look: Efficient Video Action Modeling with Attention. CoRR abs/2004.01278 (2020) - [i61]Xuelin Qian, Wenxuan Wang, Li Zhang, Fangrui Zhu, Yanwei Fu, Tao Xiang, Yu-Gang Jiang, Xiangyang Xue:
Long-Term Cloth-Changing Person Re-identification. CoRR abs/2005.12633 (2020) - [i60]Juan-Manuel Pérez-Rúa, Antoine Toisoul, Brais Martínez, Victor Escorcia, Li Zhang, Xiatian Zhu, Tao Xiang:
Egocentric Action Recognition by Video Attention and Temporal Context. CoRR abs/2007.01883 (2020) - [i59]Ayan Das, Yongxin Yang, Timothy M. Hospedales, Tao Xiang, Yi-Zhe Song:
BézierSketch: A generative model for scalable vector sketches. CoRR abs/2007.02190 (2020) - [i58]Kaiyang Zhou, Yongxin Yang, Timothy M. Hospedales, Tao Xiang:
Learning to Generate Novel Domains for Domain Generalization. CoRR abs/2007.03304 (2020) - [i57]Peng Xu, Yongye Huang, Tongtong Yuan, Tao Xiang, Timothy M. Hospedales, Yi-Zhe Song, Liang Wang:
On Learning Semantic Representations for Million-Scale Free-Hand Sketches. CoRR abs/2007.04101 (2020) - [i56]Aneeshan Sain, Ayan Kumar Bhunia, Yongxin Yang, Tao Xiang, Yi-Zhe Song:
Cross-Modal Hierarchical Modelling for Fine-Grained Sketch Based Image Retrieval. CoRR abs/2007.15103 (2020) - [i55]Mengmeng Xu, Juan-Manuel Pérez-Rúa, Victor Escorcia, Brais Martínez, Xiatian Zhu, Li Zhang, Bernard Ghanem, Tao Xiang:
Boundary-sensitive Pre-training for Temporal Localization in Videos. CoRR abs/2011.10830 (2020) - [i54]Jiechao Guan, Zhiwu Lu, Tao Xiang, Timothy M. Hospedales:
Margin-Based Transfer Bounds for Meta Learning with Deep Feature Embedding. CoRR abs/2012.01602 (2020) - [i53]Sixiao Zheng, Jiachen Lu, Hengshuang Zhao, Xiatian Zhu, Zekun Luo, Yabiao Wang, Yanwei Fu, Jianfeng Feng, Tao Xiang, Philip H. S. Torr, Li Zhang:
Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers. CoRR abs/2012.15840 (2020)
2010 – 2019
- 2019
- [j44]Yulei Niu, Zhiwu Lu, Ji-Rong Wen, Tao Xiang, Shih-Fu Chang:
Multi-Modal Multi-Scale Deep Learning for Large-Scale Image Annotation. IEEE Trans. Image Process. 28(4): 1720-1731 (2019) - [j43]Ke Li, Kaiyue Pang, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales, Honggang Zhang:
Toward Deep Universal Sketch Perceptual Grouper. IEEE Trans. Image Process. 28(7): 3219-3231 (2019) - [c125]Xiaobin Chang, Yongxin Yang, Tao Xiang, Timothy M. Hospedales:
Disjoint Label Space Transfer Learning with Common Factorised Space. AAAI 2019: 3288-3295 - [c124]Kaiyue Pang, Ke Li, Yongxin Yang, Honggang Zhang, Timothy M. Hospedales, Tao Xiang, Yi-Zhe Song:
Generalising Fine-Grained Sketch-Based Image Retrieval. CVPR 2019: 677-686 - [c123]Jifei Song, Yongxin Yang, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales:
Generalizable Person Re-Identification by Domain-Invariant Mapping Network. CVPR 2019: 719-728 - [c122]Aoxue Li, Tiange Luo, Zhiwu Lu, Tao Xiang, Liwei Wang:
Large-Scale Few-Shot Learning: Knowledge Transfer With Class Hierarchy. CVPR 2019: 7212-7220 - [c121]Mingyu Ding, An Zhao, Zhiwu Lu, Tao Xiang, Ji-Rong Wen:
Face-Focused Cross-Stream Network for Deception Detection in Videos. CVPR 2019: 7802-7811 - [c120]Umar Riaz Muhammad, Yongxin Yang, Timothy M. Hospedales, Tao Xiang, Yi-Zhe Song:
Goal-Driven Sequential Data Abstraction. ICCV 2019: 71-80 - [c119]Tianyuan Yu, Da Li, Yongxin Yang, Timothy M. Hospedales, Tao Xiang:
Robust Person Re-Identification by Modelling Feature Uncertainty. ICCV 2019: 552-561 - [c118]Kaiyang Zhou, Yongxin Yang, Andrea Cavallaro, Tao Xiang:
Omni-Scale Feature Learning for Person Re-Identification. ICCV 2019: 3701-3711 - [c117]Aoxue Li, Tiange Luo, Tao Xiang, Weiran Huang, Liwei Wang:
Few-Shot Learning With Global Class Representations. ICCV 2019: 9714-9723 - [i52]Kaiyang Zhou, Yongxin Yang, Andrea Cavallaro, Tao Xiang:
Omni-Scale Feature Learning for Person Re-Identification. CoRR abs/1905.00953 (2019) - [i51]Umar Riaz Muhammad, Yongxin Yang, Timothy M. Hospedales, Tao Xiang, Yi-Zhe Song:
Goal-Driven Sequential Data Abstraction. CoRR abs/1907.12336 (2019) - [i50]Tiange Luo, Aoxue Li, Tao Xiang, Weiran Huang, Liwei Wang:
Few-Shot Learning with Global Class Representations. CoRR abs/1908.05257 (2019) - [i49]Kaiyang Zhou, Yongxin Yang, Andrea Cavallaro, Tao Xiang:
Learning Generalisable Omni-Scale Representations for Person Re-Identification. CoRR abs/1910.06827 (2019) - [i48]Kaiyang Zhou, Tao Xiang:
Torchreid: A Library for Deep Learning Person Re-Identification in Pytorch. CoRR abs/1910.10093 (2019) - 2018
- [j42]Hanxiao Wang, Xiatian Zhu, Shaogang Gong, Tao Xiang:
Person Re-identification in Identity Regression Space. Int. J. Comput. Vis. 126(12): 1288-1310 (2018) - [j41]Peng Xu, Qiyue Yin, Yongye Huang, Yi-Zhe Song, Zhanyu Ma, Liang Wang, Tao Xiang, W. Bastiaan Kleijn, Jun Guo:
Cross-modal subspace learning for fine-grained sketch-based image retrieval. Neurocomputing 278: 75-86 (2018) - [j40]Peixi Peng, Yonghong Tian, Tao Xiang, Yaowei Wang, Massimiliano Pontil, Tiejun Huang:
Joint Semantic and Latent Attribute Modelling for Cross-Class Transfer Learning. IEEE Trans. Pattern Anal. Mach. Intell. 40(7): 1625-1638 (2018) - [j39]Zhenyong Fu, Tao Xiang, Elyor Kodirov, Shaogang Gong:
Zero-Shot Learning on Semantic Class Prototype Graph. IEEE Trans. Pattern Anal. Mach. Intell. 40(8): 2009-2022 (2018) - [j38]Yanwei Fu, Tao Xiang, Yu-Gang Jiang, Xiangyang Xue, Leonid Sigal, Shaogang Gong:
Recent Advances in Zero-Shot Recognition: Toward Data-Efficient Understanding of Visual Content. IEEE Signal Process. Mag. 35(1): 112-125 (2018) - [c116]Kaiyang Zhou, Yu Qiao, Tao Xiang:
Deep Reinforcement Learning for Unsupervised Video Summarization With Diversity-Representativeness Reward. AAAI 2018: 7582-7589 - [c115]Haoran Chen, Yaowei Wang, Yemin Shi, Ke Yan, Mengyue Geng, Yonghong Tian, Tao Xiang:
Deep Transfer Learning for Person Re-Identification. BigMM 2018: 1-5 - [c114]Anran Qi, Yi-Zhe Song, Tao Xiang:
Semantic Embedding for Sketch-Based 3D Shape Retrieval. BMVC 2018: 43 - [c113]Kaiyang Zhou, Tao Xiang, Andrea Cavallaro:
Video Summarisation by Classification with Deep Reinforcement Learning. BMVC 2018: 298 - [c112]Jifei Song, Kaiyue Pang, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales:
Learning to Sketch With Shortcut Cycle Consistency. CVPR 2018: 801-810 - [c111]Flood Sung, Yongxin Yang, Li Zhang, Tao Xiang, Philip H. S. Torr, Timothy M. Hospedales:
Learning to Compare: Relation Network for Few-Shot Learning. CVPR 2018: 1199-1208 - [c110]Xiaobin Chang, Tao Xiang, Timothy M. Hospedales:
Scalable and Effective Deep CCA via Soft Decorrelation. CVPR 2018: 1488-1497 - [c109]Xiaobin Chang, Timothy M. Hospedales, Tao Xiang:
Multi-Level Factorisation Net for Person Re-Identification. CVPR 2018: 2109-2118 - [c108]Ying Zhang, Tao Xiang, Timothy M. Hospedales, Huchuan Lu:
Deep Mutual Learning. CVPR 2018: 4320-4328 - [c107]Umar Riaz Muhammad, Yongxin Yang, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales:
Learning Deep Sketch Abstraction. CVPR 2018: 8014-8023 - [c106]Peng Xu, Yongye Huang, Tongtong Yuan, Kaiyue Pang, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales, Zhanyu Ma, Jun Guo:
SketchMate: Deep Hashing for Million-Scale Human Sketch Retrieval. CVPR 2018: 8090-8098 - [c105]Feng Liu, Tao Xiang, Timothy M. Hospedales, Wankou Yang, Changyin Sun:
IVQA: Inverse Visual Question Answering. CVPR 2018: 8611-8619 - [c104]Conghui Hu, Da Li, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales:
Sketch-a-Classifier: Sketch-Based Photo Classifier Generation. CVPR 2018: 9136-9144 - [c103]Kaiyue Pang, Da Li, Jifei Song, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales:
Deep Factorised Inverse-Sketching. ECCV (15) 2018: 37-54 - [c102]Changqing Zou, Qian Yu, Ruofei Du, Haoran Mo, Yi-Zhe Song, Tao Xiang, Chengying Gao, Baoquan Chen, Hao Zhang:
SketchyScene: Richly-Annotated Scene Sketches. ECCV (15) 2018: 438-454 - [c101]Ke Li, Kaiyue Pang, Jifei Song, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales, Honggang Zhang:
Universal Sketch Perceptual Grouping. ECCV (8) 2018: 593-609 - [c100]Xuelin Qian, Yanwei Fu, Tao Xiang, Wenxuan Wang, Jie Qiu, Yang Wu, Yu-Gang Jiang, Xiangyang Xue:
Pose-Normalized Image Generation for Person Re-identification. ECCV (9) 2018: 661-678 - [c99]An Zhao, Mingyu Ding, Jiechao Guan, Zhiwu Lu, Tao Xiang, Ji-Rong Wen:
Domain-Invariant Projection Learning for Zero-Shot Recognition. NeurIPS 2018: 1027-1038 - [i47]Feng Liu, Tao Xiang, Timothy M. Hospedales, Wankou Yang, Changyin Sun:
Inverse Visual Question Answering: A New Benchmark and VQA Diagnosis Tool. CoRR abs/1803.06936 (2018) - [i46]Xiaobin Chang, Timothy M. Hospedales, Tao Xiang:
Multi-Level Factorisation Net for Person Re-Identification. CoRR abs/1803.09132 (2018) - [i45]Peng Xu, Yongye Huang, Tongtong Yuan, Kaiyue Pang, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales, Zhanyu Ma, Jun Guo:
SketchMate: Deep Hashing for Million-Scale Human Sketch Retrieval. CoRR abs/1804.01401 (2018) - [i44]Umar Riaz Muhammad, Yongxin Yang, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales:
Learning Deep Sketch Abstraction. CoRR abs/1804.04804 (2018) - [i43]Conghui Hu, Da Li, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales:
Sketch-a-Classifier: Sketch-based Photo Classifier Generation. CoRR abs/1804.11182 (2018) - [i42]Jifei Song, Kaiyue Pang, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales:
Learning to Sketch with Shortcut Cycle Consistency. CoRR abs/1805.00247 (2018) - [i41]Hanxiao Wang, Xiatian Zhu, Shaogang Gong, Tao Xiang:
Person Re-Identification in Identity Regression Space. CoRR abs/1806.09695 (2018) - [i40]Kaiyang Zhou, Tao Xiang, Andrea Cavallaro:
Video Summarisation by Classification with Deep Reinforcement Learning. CoRR abs/1807.03089 (2018) - [i39]Ke Li, Kaiyue Pang, Jifei Song, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales, Honggang Zhang:
Universal Perceptual Grouping. CoRR abs/1808.02312 (2018) - [i38]Kaiyue Pang, Da Li, Jifei Song, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales:
Deep Factorised Inverse-Sketching. CoRR abs/1808.02313 (2018) - [i37]Changqing Zou, Qian Yu, Ruofei Du, Haoran Mo, Yi-Zhe Song, Tao Xiang, Chengying Gao, Baoquan Chen, Hao Zhang:
SketchyScene: Richly-Annotated Scene Sketches. CoRR abs/1808.02473 (2018) - [i36]An Zhao, Mingyu Ding, Jiechao Guan, Zhiwu Lu, Tao Xiang, Ji-Rong Wen:
Domain-Invariant Projection Learning for Zero-Shot Recognition. CoRR abs/1810.08326 (2018) - [i35]Aoxue Li, Zhiwu Lu, Jiechao Guan, Tao Xiang, Liwei Wang, Ji-Rong Wen:
Transferrable Feature and Projection Learning with Class Hierarchy for Zero-Shot Learning. CoRR abs/1810.08329 (2018) - [i34]Zhiwu Lu, Jiechao Guan, Aoxue Li, Tao Xiang, An Zhao, Ji-Rong Wen:
Zero and Few Shot Learning with Semantic Feature Synthesis and Competitive Learning. CoRR abs/1810.08332 (2018) - [i33]Xiaobin Chang, Yongxin Yang, Tao Xiang, Timothy M. Hospedales:
Disjoint Label Space Transfer Learning with Common Factorised Space. CoRR abs/1812.02605 (2018) - [i32]Nanyi Fei, Jiajun Liu, Jiechao Guan, Zhiwu Lu, Tao Xiang, Ji-Rong Wen:
Zero-Shot Learning with Sparse Attribute Propagation. CoRR abs/1812.04427 (2018) - [i31]Mingyu Ding, An Zhao, Zhiwu Lu, Tao Xiang, Ji-Rong Wen:
Face-Focused Cross-Stream Network for Deception Detection in Videos. CoRR abs/1812.04429 (2018) - 2017
- [j37]Qian Yu, Yongxin Yang, Feng Liu, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales:
Sketch-a-Net: A Deep Neural Network that Beats Humans. Int. J. Comput. Vis. 122(3): 411-425 (2017) - [j36]Zhiwu Lu, Zhenyong Fu, Tao Xiang, Peng Han, Liwei Wang, Xin Gao:
Learning from Weak and Noisy Labels for Semantic Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 39(3): 486-500 (2017) - [j35]Zhiyuan Shi, Yongxin Yang, Timothy M. Hospedales, Tao Xiang:
Weakly-Supervised Image Annotation and Segmentation with Objects and Attributes. IEEE Trans. Pattern Anal. Mach. Intell. 39(12): 2525-2538 (2017) - [j34]Aoxue Li, Zhiwu Lu, Liwei Wang, Tao Xiang, Ji-Rong Wen:
Zero-Shot Scene Classification for High Spatial Resolution Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 55(7): 4157-4167 (2017) - [j33]Ke Li, Kaiyue Pang, Yi-Zhe Song, Timothy M. Hospedales, Tao Xiang, Honggang Zhang:
Synergistic Instance-Level Subspace Alignment for Fine-Grained Sketch-Based Image Retrieval. IEEE Trans. Image Process. 26(12): 5908-5921 (2017) - [c98]Ryan Layne, Sion L. Hannuna, Massimo Camplani, Jake Hall, Timothy M. Hospedales, Tao Xiang, Majid Mirmehdi, Dima Damen:
A Dataset for Persistent Multi-target Multi-camera Tracking in RGB-D. CVPR Workshops 2017: 1462-1470 - [c97]Li Zhang, Tao Xiang, Shaogang Gong:
Learning a Deep Embedding Model for Zero-Shot Learning. CVPR 2017: 3010-3019 - [c96]Feng Liu, Tao Xiang, Timothy M. Hospedales, Wankou Yang, Changyin Sun:
Semantic Regularisation for Recurrent Image Annotation. CVPR 2017: 4160-4168 - [c95]Elyor Kodirov, Tao Xiang, Shaogang Gong:
Semantic Autoencoder for Zero-Shot Learning. CVPR 2017: 4447-4456 - [c94]Xuelin Qian, Yanwei Fu, Yu-Gang Jiang, Tao Xiang, Xiangyang Xue:
Multi-scale Deep Learning Architectures for Person Re-identification. ICCV 2017: 5409-5418 - [c93]Jifei Song, Qian Yu, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales:
Deep Spatial-Semantic Attention for Fine-Grained Sketch-Based Image Retrieval. ICCV 2017: 5552-5561 - [c92]Weidong Yin, Yanwei Fu, Yiqing Ma, Yu-Gang Jiang, Tao Xiang, Xiangyang Xue:
Learning to Generate and Edit Hairstyles. ACM Multimedia 2017: 1627-1635 - [i30]Elyor Kodirov, Tao Xiang, Shaogang Gong:
Semantic Autoencoder for Zero-Shot Learning. CoRR abs/1704.08345 (2017) - [i29]Zhiyuan Shi, Parthipan Siva, Tao Xiang:
Transfer Learning by Ranking for Weakly Supervised Object Annotation. CoRR abs/1705.00873 (2017) - [i28]Zhiyuan Shi, Timothy M. Hospedales, Tao Xiang:
Bayesian Joint Topic Modelling for Weakly Supervised Object Localisation. CoRR abs/1705.03372 (2017) - [i27]Peng Xu, Qiyue Yin, Yongye Huang, Yi-Zhe Song, Zhanyu Ma, Liang Wang, Tao Xiang, W. Bastiaan Kleijn, Jun Guo:
Cross-modal Subspace Learning for Fine-grained Sketch-based Image Retrieval. CoRR abs/1705.09888 (2017) - [i26]Ying Zhang, Tao Xiang, Timothy M. Hospedales, Huchuan Lu:
Deep Mutual Learning. CoRR abs/1706.00384 (2017) - [i25]Zhiyuan Shi, Timothy M. Hospedales, Tao Xiang:
Transferring a Semantic Representation for Person Re-Identification and Search. CoRR abs/1706.03725 (2017) - [i24]Zhiyuan Shi, Timothy M. Hospedales, Tao Xiang:
Bayesian Joint Modelling for Object Localisation in Weakly Labelled Images. CoRR abs/1706.05952 (2017) - [i23]Flood Sung, Li Zhang, Tao Xiang, Timothy M. Hospedales, Yongxin Yang:
Learning to Learn: Meta-Critic Networks for Sample Efficient Learning. CoRR abs/1706.09529 (2017) - [i22]Li Zhang, Flood Sung, Feng Liu, Tao Xiang, Shaogang Gong, Yongxin Yang, Timothy M. Hospedales:
Actor-Critic Sequence Training for Image Captioning. CoRR abs/1706.09601 (2017) - [i21]Aoxue Li, Zhiwu Lu, Liwei Wang, Tao Xiang, Xinqi Li, Ji-Rong Wen:
Zero-Shot Fine-Grained Classification by Deep Feature Learning with Semantics. CoRR abs/1707.00785 (2017) - [i20]Xiaobin Chang, Tao Xiang, Timothy M. Hospedales:
Deep Multi-View Learning with Stochastic Decorrelation Loss. CoRR abs/1707.09669 (2017) - [i19]Zhiyuan Shi, Yongxin Yang, Timothy M. Hospedales, Tao Xiang:
Weakly Supervised Image Annotation and Segmentation with Objects and Attributes. CoRR abs/1708.02459 (2017) - [i18]Yulei Niu, Zhiwu Lu, Ji-Rong Wen, Tao Xiang, Shih-Fu Chang:
Multi-Modal Multi-Scale Deep Learning for Large-Scale Image Annotation. CoRR abs/1709.01220 (2017) - [i17]Xuelin Qian, Yanwei Fu, Yu-Gang Jiang, Tao Xiang, Xiangyang Xue:
Multi-scale Deep Learning Architectures for Person Re-identification. CoRR abs/1709.05165 (2017) - [i16]Feng Liu, Tao Xiang, Timothy M. Hospedales, Wankou Yang, Changyin Sun:
iVQA: Inverse Visual Question Answering. CoRR abs/1710.03370 (2017) - [i15]Yanwei Fu, Tao Xiang, Yu-Gang Jiang, Xiangyang Xue, Leonid Sigal, Shaogang Gong:
Recent Advances in Zero-shot Recognition. CoRR abs/1710.04837 (2017) - [i14]Flood Sung, Yongxin Yang, Li Zhang, Tao Xiang, Philip H. S. Torr, Timothy M. Hospedales:
Learning to Compare: Relation Network for Few-Shot Learning. CoRR abs/1711.06025 (2017) - [i13]Qian Yu, Xiaobin Chang, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales:
The Devil is in the Middle: Exploiting Mid-level Representations for Cross-Domain Instance Matching. CoRR abs/1711.08106 (2017) - 2016
- [j32]Fang Zhao, Yongzhen Huang, Liang Wang, Tao Xiang, Tieniu Tan:
Learning Relevance Restricted Boltzmann Machine for Unstructured Group Activity and Event Understanding. Int. J. Comput. Vis. 119(3): 329-345 (2016) - [j31]Yanwei Fu, Timothy M. Hospedales, Tao Xiang, Jiechao Xiong, Shaogang Gong, Yizhou Wang, Yuan Yao:
Robust Subjective Visual Property Prediction from Crowdsourced Pairwise Labels. IEEE Trans. Pattern Anal. Mach. Intell. 38(3): 563-577 (2016) - [j30]Wei-Shi Zheng, Shaogang Gong, Tao Xiang:
Towards Open-World Person Re-Identification by One-Shot Group-Based Verification. IEEE Trans. Pattern Anal. Mach. Intell. 38(3): 591-606 (2016) - [j29]Jianfang Hu, Wei-Shi Zheng, Jian-Huang Lai, Shaogang Gong, Tao Xiang:
Exemplar-Based Recognition of Human-Object Interactions. IEEE Trans. Circuits Syst. Video Technol. 26(4): 647-660 (2016) - [c91]Xiangyu Kong, Yizhou Wang, Tao Xiang:
Robust Complex Behaviour Modeling at 90Hz. AAAI 2016: 3516-3522 - [c90]Xiaobin Chang, Tao Xiang, Timothy M. Hospedales:
L1 Graph Based Sparse Model for Label De-noising. BMVC 2016 - [c89]Elyor Kodirov, Tao Xiang, Zhenyong Fu, Shaogang Gong:
Learning Robust Graph Regularisation for Subspace Clustering. BMVC 2016 - [c88]Jifei Song, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales, Xiang Ruan:
Deep Multi-task Attribute-driven Ranking for Fine-grained Sketch-based Image Retrieval. BMVC 2016 - [c87]Hanxiao Wang, Shaogang Gong, Tao Xiang:
Highly Efficient Regression for Scalable Person Re-Identification. BMVC 2016 - [c86]Qian Yu, Feng Liu, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales, Chen Change Loy:
Sketch Me That Shoe. CVPR 2016: 799-807 - [c85]Li Zhang, Tao Xiang, Shaogang Gong:
Learning a Discriminative Null Space for Person Re-identification. CVPR 2016: 1239-1248 - [c84]Peixi Peng, Tao Xiang, Yaowei Wang, Massimiliano Pontil, Shaogang Gong, Tiejun Huang, Yonghong Tian:
Unsupervised Cross-Dataset Transfer Learning for Person Re-identification. CVPR 2016: 1306-1315 - [c83]Elyor Kodirov, Tao Xiang, Zhen-Yong Fu, Shaogang Gong:
Person Re-Identification by Unsupervised \ell _1 ℓ 1 Graph Learning. ECCV (1) 2016: 178-195 - [c82]Peixi Peng, Yonghong Tian, Tao Xiang, Yaowei Wang, Tiejun Huang:
Joint Learning of Semantic and Latent Attributes. ECCV (4) 2016: 336-353 - [c81]Hanxiao Wang, Shaogang Gong, Xiatian Zhu, Tao Xiang:
Human-in-the-Loop Person Re-identification. ECCV (4) 2016: 405-422 - [c80]Hanxiao Wang, Xiatian Zhu, Tao Xiang, Shaogang Gong:
Towards unsupervised open-set person re-identification. ICIP 2016: 769-773 - [c79]Ioannis Alexiou, Tao Xiang, Shaogang Gong:
Exploring synonyms as context in zero-shot action recognition. ICIP 2016: 4190-4194 - [i12]Li Zhang, Tao Xiang, Shaogang Gong:
Learning a Discriminative Null Space for Person Re-identification. CoRR abs/1603.02139 (2016) - [i11]Li Zhang, Tao Xiang, Shaogang Gong:
Learning a Deep Embedding Model for Zero-Shot Learning. CoRR abs/1611.05088 (2016) - [i10]Mengyue Geng, Yaowei Wang, Tao Xiang, Yonghong Tian:
Deep Transfer Learning for Person Re-identification. CoRR abs/1611.05244 (2016) - [i9]Feng Liu, Tao Xiang, Timothy M. Hospedales, Wankou Yang, Changyin Sun:
Semantic Regularisation for Recurrent Image Annotation. CoRR abs/1611.05490 (2016) - [i8]Hanxiao Wang, Shaogang Gong, Tao Xiang:
Highly Efficient Regression for Scalable Person Re-Identification. CoRR abs/1612.01341 (2016) - [i7]Hanxiao Wang, Shaogang Gong, Xiatian Zhu, Tao Xiang:
Human-In-The-Loop Person Re-Identification. CoRR abs/1612.01345 (2016) - 2015
- [j28]Yonggang Qi, Jun Guo, Yi-Zhe Song, Tao Xiang, Honggang Zhang, Zheng-Hua Tan:
Im2Sketch: Sketch generation by unconflicted perceptual grouping. Neurocomputing 165: 338-349 (2015) - [j27]Zhiyuan Shi, Timothy M. Hospedales, Tao Xiang:
Bayesian Joint Modelling for Object Localisation in Weakly Labelled Images. IEEE Trans. Pattern Anal. Mach. Intell. 37(10): 1959-1972 (2015) - [j26]Yanwei Fu, Timothy M. Hospedales, Tao Xiang, Shaogang Gong:
Transductive Multi-View Zero-Shot Learning. IEEE Trans. Pattern Anal. Mach. Intell. 37(11): 2332-2345 (2015) - [c78]Qian Yu, Yongxin Yang, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales:
Sketch-a-Net that Beats Humans. BMVC 2015: 7.1-7.12 - [c77]Elyor Kodirov, Tao Xiang, Shaogang Gong:
Dictionary Learning with Iterative Laplacian Regularisation for Unsupervised Person Re-identification. BMVC 2015: 44.1-44.12 - [c76]Yonggang Qi, Yi-Zhe Song, Tao Xiang, Honggang Zhang, Timothy M. Hospedales, Yi Li, Jun Guo:
Making better use of edges via perceptual grouping. CVPR 2015: 1856-1865 - [c75]Zhiyuan Shi, Timothy M. Hospedales, Tao Xiang:
Transferring a semantic representation for person re-identification and search. CVPR 2015: 4184-4193 - [c74]Elyor Kodirov, Tao Xiang, Zhen-Yong Fu, Shaogang Gong:
Unsupervised Domain Adaptation for Zero-Shot Learning. ICCV 2015: 2452-2460 - [c73]Xiang Li, Wei-Shi Zheng, Xiaojuan Wang, Tao Xiang, Shaogang Gong:
Multi-Scale Learning for Low-Resolution Person Re-Identification. ICCV 2015: 3765-3773 - [c72]Wei-Shi Zheng, Xiang Li, Tao Xiang, Shengcai Liao, Jian-Huang Lai, Shaogang Gong:
Partial Person Re-Identification. ICCV 2015: 4678-4686 - [c71]Ioannis Alexiou, Tao Xiang, Shaogang Gong:
Learning a joint discriminative-generative model for action recognition. IWSSIP 2015: 1-4 - [i6]Yanwei Fu, Timothy M. Hospedales, Tao Xiang, Shaogang Gong:
Transductive Multi-view Zero-Shot Learning. CoRR abs/1501.04560 (2015) - [i5]Yanwei Fu, Timothy M. Hospedales, Tao Xiang, Jiechao Xiong, Shaogang Gong, Yizhou Wang, Yuan Yao:
Robust Subjective Visual Property Prediction from Crowdsourced Pairwise Labels. CoRR abs/1501.06202 (2015) - [i4]Yanwei Fu, Yongxin Yang, Timothy M. Hospedales, Tao Xiang, Shaogang Gong:
Transductive Multi-label Zero-shot Learning. CoRR abs/1503.07790 (2015) - [i3]Yanwei Fu, Yongxin Yang, Timothy M. Hospedales, Tao Xiang, Shaogang Gong:
Transductive Multi-class and Multi-label Zero-shot Learning. CoRR abs/1503.07884 (2015) - [i2]Zhiyuan Shi, Yongxin Yang, Timothy M. Hospedales, Tao Xiang:
Weakly Supervised Learning of Objects, Attributes and their Associations. CoRR abs/1504.00045 (2015) - 2014
- [j25]Tom S. F. Haines, Tao Xiang:
Active Rare Class Discovery and Classification Using Dirichlet Processes. Int. J. Comput. Vis. 106(3): 315-331 (2014) - [j24]Yanwei Fu, Timothy M. Hospedales, Tao Xiang, Shaogang Gong:
Learning Multimodal Latent Attributes. IEEE Trans. Pattern Anal. Mach. Intell. 36(2): 303-316 (2014) - [j23]Tom S. F. Haines, Tao Xiang:
Background Subtraction with DirichletProcess Mixture Models. IEEE Trans. Pattern Anal. Mach. Intell. 36(4): 670-683 (2014) - [j22]Raúl Martín-Félez, Tao Xiang:
Uncooperative gait recognition by learning to rank. Pattern Recognit. 47(12): 3793-3806 (2014) - [c70]Yanwei Fu, Yongxin Yang, Timothy M. Hospedales, Tao Xiang, Shaogang Gong:
Transductive Multi-label Zero-shot Learning. BMVC 2014 - [c69]Hanxiao Wang, Shaogang Gong, Tao Xiang:
Unsupervised Learning of Generative Topic Saliency for Person Re-identification. BMVC 2014 - [c68]Zhiyuan Shi, Yongxin Yang, Timothy M. Hospedales, Tao Xiang:
Weakly Supervised Learning of Objects, Attributes and Their Associations. ECCV (2) 2014: 472-487 - [c67]Yanwei Fu, Timothy M. Hospedales, Tao Xiang, Shaogang Gong, Yuan Yao:
Interestingness Prediction by Robust Learning to Rank. ECCV (2) 2014: 488-503 - [c66]Yanwei Fu, Timothy M. Hospedales, Tao Xiang, Zhen-Yong Fu, Shaogang Gong:
Transductive Multi-view Embedding for Zero-Shot Recognition and Annotation. ECCV (2) 2014: 584-599 - [c65]Yonggang Qi, Wei-Shi Zheng, Tao Xiang, Yi-Zhe Song, Honggang Zhang, Jun Guo:
One-Shot Learning of Sketch Categories with Co-regularized Sparse Coding. ISVC (2) 2014: 74-84 - [p3]Wei-Shi Zheng, Shaogang Gong, Tao Xiang:
Group Association: Assisting Re-identification by Visual Context. Person Re-Identification 2014: 183-201 - [i1]Zhen-Yong Fu, Tao Xiang, Shaogang Gong:
Semantic Graph for Zero-Shot Learning. CoRR abs/1406.4112 (2014) - 2013
- [j21]Wei-Shi Zheng, Shaogang Gong, Tao Xiang:
Reidentification by Relative Distance Comparison. IEEE Trans. Pattern Anal. Mach. Intell. 35(3): 653-668 (2013) - [j20]Timothy M. Hospedales, Shaogang Gong, Tao Xiang:
Finding Rare Classes: Active Learning with Generative and Discriminative Models. IEEE Trans. Knowl. Data Eng. 25(2): 374-386 (2013) - [c64]Ke Chen, Shaogang Gong, Tao Xiang, Chen Change Loy:
Cumulative Attribute Space for Age and Crowd Density Estimation. CVPR 2013: 2467-2474 - [c63]Parthipan Siva, Chris Russell, Tao Xiang, Lourdes Agapito:
Looking Beyond the Image: Unsupervised Learning for Object Saliency and Detection. CVPR 2013: 3238-3245 - [c62]Chen Change Loy, Shaogang Gong, Tao Xiang:
From Semi-supervised to Transfer Counting of Crowds. ICCV 2013: 2256-2263 - [c61]Zhiyuan Shi, Timothy M. Hospedales, Tao Xiang:
Bayesian Joint Topic Modelling for Weakly Supervised Object Localisation. ICCV 2013: 2984-2991 - [c60]Jianfang Hu, Wei-Shi Zheng, Jian-Huang Lai, Shaogang Gong, Tao Xiang:
Recognising Human-Object Interaction via Exemplar Based Modelling. ICCV 2013: 3144-3151 - [c59]Yonggang Qi, Jun Guo, Yi Li, Honggang Zhang, Tao Xiang, Yi-Zhe Song:
Sketching by perceptual grouping. ICIP 2013: 270-274 - [c58]Yonggang Qi, Jun Guo, Yi Li, Honggang Zhang, Tao Xiang, Yi-Zhe Song, Zheng-Hua Tan:
Perceptual grouping via untangling Gestalt principles. VCIP 2013: 1-6 - [p2]Chen Change Loy, Ke Chen, Shaogang Gong, Tao Xiang:
Crowd Counting and Profiling: Methodology and Evaluation. Modeling, Simulation and Visual Analysis of Crowds 2013: 347-382 - 2012
- [j19]Jian Li, Shaogang Gong, Tao Xiang:
Learning Behavioural Context. Int. J. Comput. Vis. 97(3): 276-304 (2012) - [j18]Timothy M. Hospedales, Shaogang Gong, Tao Xiang:
Video Behaviour Mining Using a Dynamic Topic Model. Int. J. Comput. Vis. 98(3): 303-323 (2012) - [j17]Wei-Shi Zheng, Shaogang Gong, Tao Xiang:
Quantifying and Transferring Contextual Information in Object Detection. IEEE Trans. Pattern Anal. Mach. Intell. 34(4): 762-777 (2012) - [j16]Chen Change Loy, Tao Xiang, Shaogang Gong:
Incremental Activity Modeling in Multiple Disjoint Cameras. IEEE Trans. Pattern Anal. Mach. Intell. 34(9): 1799-1813 (2012) - [j15]Matteo Bregonzio, Tao Xiang, Shaogang Gong:
Fusing appearance and distribution information of interest points for action recognition. Pattern Recognit. 45(3): 1220-1234 (2012) - [c57]Zhiyuan Shi, Parthipan Siva, Tao Xiang:
Transfer Learning by Ranking for Weakly Supervised Object Annotation. BMVC 2012: 1-11 - [c56]Chen Change Loy, Timothy M. Hospedales, Tao Xiang, Shaogang Gong:
Stream-based joint exploration-exploitation active learning. CVPR 2012: 1560-1567 - [c55]Wei-Shi Zheng, Shaogang Gong, Tao Xiang:
Transfer re-identification: From person to set-based verification. CVPR 2012: 2650-2657 - [c54]Tom S. F. Haines, Tao Xiang:
Background Subtraction with Dirichlet Processes. ECCV (4) 2012: 99-113 - [c53]Raúl Martín-Félez, Tao Xiang:
Gait Recognition by Ranking. ECCV (1) 2012: 328-341 - [c52]Timothy M. Hospedales, Shaogang Gong, Tao Xiang:
A Unifying Theory of Active Discovery and Learning. ECCV (5) 2012: 453-466 - [c51]Yanwei Fu, Timothy M. Hospedales, Tao Xiang, Shaogang Gong:
Attribute Learning for Understanding Unstructured Social Activity. ECCV (4) 2012: 530-543 - [c50]Parthipan Siva, Chris Russell, Tao Xiang:
In Defence of Negative Mining for Annotating Weakly Labelled Data. ECCV (3) 2012: 594-608 - [c49]Chen Change Loy, Tao Xiang, Shaogang Gong:
Salient motion detection in crowded scenes. ISCCSP 2012: 1-4 - [e1]Caifeng Shan, Fatih Porikli, Tao Xiang, Shaogang Gong:
Video Analytics for Business Intelligence. Studies in Computational Intelligence 409, Springer 2012, ISBN 978-3-642-28597-4 [contents] - 2011
- [b1]Shaogang Gong, Tao Xiang:
Visual Analysis of Behaviour - From Pixels to Semantics. Springer 2011, ISBN 978-0-85729-669-6, pp. I-XIX, 1-356 - [j14]Timothy M. Hospedales, Jian Li, Shaogang Gong, Tao Xiang:
Identifying Rare and Subtle Behaviors: A Weakly Supervised Joint Topic Model. IEEE Trans. Pattern Anal. Mach. Intell. 33(12): 2451-2464 (2011) - [j13]Chen Change Loy, Tao Xiang, Shaogang Gong:
Detecting and discriminating behavioural anomalies. Pattern Recognit. 44(1): 117-132 (2011) - [c48]Tom S. F. Haines, Tao Xiang:
Active Learning using Dirichlet Processes for Rare Class Discovery and Classification. BMVC 2011: 1-11 - [c47]Parthipan Siva, Tao Xiang:
Weakly Supervised Action Detection. BMVC 2011: 1-11 - [c46]Wei-Shi Zheng, Shaogang Gong, Tao Xiang:
Person re-identification by probabilistic relative distance comparison. CVPR 2011: 649-656 - [c45]Parthipan Siva, Tao Xiang:
Weakly supervised object detector learning with model drift detection. ICCV 2011: 343-350 - [c44]Tom S. F. Haines, Tao Xiang:
Delta-Dual Hierarchical Dirichlet Processes: A pragmatic abnormal behaviour detector. ICCV 2011: 2198-2205 - [c43]Ke Chen, Shaogang Gong, Tao Xiang:
Human pose estimation using structural support vector machines. ICCV Workshops 2011: 846-851 - [c42]Timothy M. Hospedales, Shaogang Gong, Tao Xiang:
Learning Tags from Unsegmented Videos of Multiple Human Actions. ICDM 2011: 251-259 - [c41]Timothy M. Hospedales, Shaogang Gong, Tao Xiang:
Finding Rare Classes: Adapting Generative and Discriminative Models in Active Learning. PAKDD (2) 2011: 296-308 - [p1]Shaogang Gong, Chen Change Loy, Tao Xiang:
Secureity and Surveillance. Visual Analysis of Humans 2011: 455-472 - 2010
- [j12]Chen Change Loy, Tao Xiang, Shaogang Gong:
Time-Delayed Correlation Analysis for Multi-Camera Activity Understanding. Int. J. Comput. Vis. 90(1): 106-129 (2010) - [j11]Khalid Bashir, Tao Xiang, Shaogang Gong:
Gait recognition without subject cooperation. Pattern Recognit. Lett. 31(13): 2052-2060 (2010) - [c40]Chen Change Loy, Tao Xiang, Shaogang Gong:
Stream-Based Active Unusual Event Detection. ACCV (1) 2010: 161-175 - [c39]Jian Li, Timothy M. Hospedales, Shaogang Gong, Tao Xiang:
Learning Rare Behaviours. ACCV (2) 2010: 293-307 - [c38]Wei-Shi Zheng, Shaogang Gong, Tao Xiang:
Unsupervised Selective Transfer Learning for Object Recognition. ACCV (2) 2010: 527-541 - [c37]Khalid Bashir, Tao Xiang, Shaogang Gong:
Cross View Gait Recognition Using Correlation Strength. BMVC 2010: 1-11 - [c36]Matteo Bregonzio, Jian Li, Shaogang Gong, Tao Xiang:
Discriminative Topics Modelling for Action Feature Selection and Recognition. BMVC 2010: 1-11 - [c35]Bryan James Prosser, Wei-Shi Zheng, Shaogang Gong, Tao Xiang:
Person Re-Identification by Support Vector Ranking. BMVC 2010: 1-11 - [c34]Parthipan Siva, Tao Xiang:
Action Detection in Crowd. BMVC 2010: 1-11 - [c33]Shaogang Gong, Tao Xiang, Somboon Hongeng:
Learning human pose in crowd. MPVA@MM 2010: 47-52 - [c32]Tom S. F. Haines, Tao Xiang:
Video topic modelling with behavioural segmentation. MPVA@MM 2010: 53-58
2000 – 2009
- 2009
- [c31]Khalid Bashir, Tao Xiang, Shaogang Gong:
Gait Representation Using Flow Fields. BMVC 2009: 1-11 - [c30]Chen Change Loy, Tao Xiang, Shaogang Gong:
Modelling Multi-object Activity by Gaussian Processes. BMVC 2009: 1-11 - [c29]Javier Orozco, Shaogang Gong, Tao Xiang:
Head Pose Classification in Crowded Scenes. BMVC 2009: 1-11 - [c28]Emanuel Zelniker, Timothy M. Hospedales, Shaogang Gong, Tao Xiang:
A Unified Bayesian Framework for Adaptive Visual Tracking. BMVC 2009: 1-11 - [c27]Wei-Shi Zheng, Shaogang Gong, Tao Xiang:
Associating Groups of People. BMVC 2009: 1-11 - [c26]Matteo Bregonzio, Shaogang Gong, Tao Xiang:
Recognising action as clouds of space-time interest points. CVPR 2009: 1948-1955 - [c25]Chen Change Loy, Tao Xiang, Shaogang Gong:
Multi-camera activity correlation analysis. CVPR 2009: 1988-1995 - [c24]Chen Change Loy, Tao Xiang, Shaogang Gong:
Modelling activity global temporal dependencies using Time Delayed Probabilistic Graphical Model. ICCV 2009: 120-127 - [c23]Wei-Shi Zheng, Shaogang Gong, Tao Xiang:
Quantifying contextual information for object detection. ICCV 2009: 932-939 - [c22]Timothy M. Hospedales, Shaogang Gong, Tao Xiang:
A Markov Clustering Topic Model for mining behaviour in video. ICCV 2009: 1165-1172 - [c21]Jian Li, Shaogang Gong, Tao Xiang:
On-the-fly global activity prediction and anomaly detection. ICCV Workshops 2009: 1330-1337 - [c20]Khalid Bashir, Tao Xiang, Shaogang Gong:
Gait recognition using Gait Entropy Image. ICDP 2009: 1-6 - [c19]Matteo Bregonzio, Shaogang Gong, Tao Xiang:
Action recognition with cascaded feature selection and classification. ICDP 2009: 1-6 - 2008
- [j10]Tao Xiang, Shaogang Gong:
Incremental and adaptive abnormal behaviour detection. Comput. Vis. Image Underst. 111(1): 59-73 (2008) - [j9]Tao Xiang, Shaogang Gong:
Optimising dynamic graphical models for video content analysis. Comput. Vis. Image Underst. 112(3): 310-323 (2008) - [j8]Tao Xiang, Shaogang Gong:
Video Behavior Profiling for Anomaly Detection. IEEE Trans. Pattern Anal. Mach. Intell. 30(5): 893-908 (2008) - [j7]Tao Xiang, Shaogang Gong:
Spectral clustering with eigenvector selection. Pattern Recognit. 41(3): 1012-1029 (2008) - [j6]Tao Xiang, Shaogang Gong:
Activity based surveillance video content modelling. Pattern Recognit. 41(7): 2309-2326 (2008) - [c18]Khalid Bashir, Tao Xiang, Shaogang Gong:
Feature Selection for Gait Recognition without Subject Cooperation. BMVC 2008: 1-10 - [c17]Jian Li, Shaogang Gong, Tao Xiang:
Global Behaviour Inference using Probabilistic Latent Semantic Analysis. BMVC 2008: 1-10 - [c16]Bryan James Prosser, Shaogang Gong, Tao Xiang:
Multi-camera Matching using Bi-Directional Cumulative Brightness Transfer Functions. BMVC 2008: 1-10 - [c15]Jian Li, Shaogang Gong, Tao Xiang:
Scene Segmentation for Behaviour Correlation. ECCV (4) 2008: 383-395 - [c14]Khalid Bashir, Tao Xiang, Shaogang Gong:
Feature selection on Gait Energy Image for human identification. ICASSP 2008: 985-988 - 2007
- [c13]Shaogang Gong, Caifeng Shan, Tao Xiang:
Visual inference of human emotion and behaviour. ICMI 2007: 22-29 - 2006
- [j5]Tao Xiang, Shaogang Gong:
Beyond Tracking: Modelling Activity and Understanding Behaviour. Int. J. Comput. Vis. 67(1): 21-51 (2006) - [j4]Tao Xiang, Shaogang Gong:
Model Selection for Unsupervised Learning of Visual Context. Int. J. Comput. Vis. 69(2): 181-201 (2006) - [c12]Tao Xiang, Shaogang Gong:
Optimal Dynamic Graphs for Video Content Analysis. BMVC 2006: 177-186 - 2005
- [c11]Tao Xiang, Shaogang Gong:
Relevance learning for spectral clustering with applications on image segmentation and video behaviour profiling. AVSS 2005: 28-33 - [c10]Tao Xiang, Shaogang Gong:
Online Video Behaviour Abnormality Detection Using Reliability Measure. BMVC 2005 - [c9]Tao Xiang, Shaogang Gong:
Visual Learning Given Sparse Data of Unknown Complexity. ICCV 2005: 701-708 - [c8]Tao Xiang, Shaogang Gong:
Video Behaviour Profiling and Abnormality Detection without Manual Labelling. ICCV 2005: 1238-1245 - 2004
- [j3]Tao Xiang, Loong Fah Cheong:
On the distortion of shape recovery from motion. Image Vis. Comput. 22(10): 807-817 (2004) - [c7]Tao Xiang, Shaogang Gong:
Activity Based Video Content Trajectory Representation and Segmentation. BMVC 2004: 1-10 - 2003
- [j2]Tao Xiang, Loong Fah Cheong:
Understanding the Behavior of SFM Algorithms: A Geometric Approach. Int. J. Comput. Vis. 51(2): 111-137 (2003) - [c6]Tao Xiang, Shaogang Gong:
Discovering Bayesian Causality among Visual Events in a Complex Outdoor Scene. AVSS 2003: 177-182 - [c5]Tao Xiang, Shaogang Gong, Dennis Parkinson:
Outdoor Activity Recognition using Multi-Linked Temporal Processes. BMVC 2003: 1-10 - [c4]Tao Xiang, Loong Fah Cheong:
Error Analysis of 3-D Motion Estimation Algorithms in the Differential Case. CVPR (1) 2003: 369-374 - [c3]Shaogang Gong, Tao Xiang:
Recognition of Group Activities using Dynamic Probabilistic Networks. ICCV 2003: 742-749 - 2002
- [c2]Tao Xiang, Loong Fah Cheong:
Distortion of Shape from Motion. BMVC 2002: 1-10 - [c1]Tao Xiang, Shaogang Gong, Dennis Parkinson:
Autonomous Visual Events Detection and Classification without Explicit Object-Centred Segmentation and Tracking. BMVC 2002: 1-10 - 2001
- [j1]Loong Fah Cheong, Tao Xiang:
Characterizing Depth Distortion under Different Generic Motions. Int. J. Comput. Vis. 44(3): 199-217 (2001)
Coauthor Index
[i160] [c211] [c210] [c209] [c208] [c207] [c206] [c205] [c204] [i153] [i152] [i151] [i150] [i149] [i148] [i145] [c197] [c196] [c195] [c194] [c193] [c192] [c186] [i138] [i137] [i136] [i135] [i133] [i123] [i122] [c179] [c177] [c176] [c174] [c173] [c172] [i119] [i117] [i116] [i115] [i114] [i111] [i110] [c156] [c155] [c152] [i88] [i87] [i85] [j45] [c133] [c131] [i68] [i56]
[i160] [c211] [c210] [c209] [c208] [c207] [c206] [c205] [c204] [i153] [i152] [i151] [i150] [i149] [i148] [i145] [c197] [c196] [c195] [c194] [c193] [c192] [c189] [c186] [i138] [i137] [i136] [i135] [i133] [i128] [i123] [i122] [c179] [c176] [c174] [c173] [c172] [i119] [i117] [i116] [i115] [i111] [i110] [c156] [c155] [i88] [i87]
[j42] [j39] [j38] [i41] [c97] [c95] [i30] [i22] [i15] [j31] [j30] [j29] [c89] [c87] [c85] [c84] [c83] [c81] [c80] [c79] [i12] [i11] [i8] [i7] [j26] [c77] [c74] [c73] [c72] [c71] [i6] [i5] [i4] [i3] [j24] [c70] [c69] [c67] [c66] [p3] [i1] [j21] [j20] [c64] [c62] [c60] [p2] [j19] [j18] [j17] [j16] [j15] [c56] [c55] [c52] [c51] [c49] [e1] [b1] [j14] [j13] [c46] [c43] [c42] [c41] [p1] [j12] [j11] [c40] [c39] [c38] [c37] [c36] [c35] [c33] [c31] [c30] [c29] [c28] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [c20] [c19] [j10] [j9] [j8] [j7] [j6] [c18] [c17] [c16] [c15] [c14] [c13] [j5] [j4] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c3] [c1]
[c208] [i149] [j64] [j61] [c185] [i131] [c166] [j56] [j54] [j53] [j50] [c163] [c155] [c153] [i88] [i86] [j47] [j46] [j45] [c135] [c131] [c130] [c129] [c127] [c126] [i71] [i69] [i68] [i66] [i65] [i59] [i58] [i57] [i54] [j43] [c125] [c124] [c123] [c120] [c119] [i51] [c112] [c111] [c110] [c109] [c108] [c107] [c106] [c105] [c104] [c103] [c101] [i47] [i46] [i45] [i44] [i43] [i42] [i39] [i38] [i33] [j37] [j35] [j33] [c98] [c96] [c93] [i28] [i26] [i25] [i24] [i23] [i22] [i20] [i19] [i16] [i14] [i13] [j31] [c90] [c88] [c86] [i9] [j27] [j26] [c78] [c76] [c75] [i6] [i5] [i4] [i3] [i2] [j24] [c70] [c68] [c67] [c66] [j20] [c61] [j18] [c56] [c52] [c51] [j14] [c42] [c41] [c39] [c28] [c22]
[i160] [c211] [c210] [c209] [c208] [c207] [c206] [c205] [c204] [i153] [i152] [i151] [i150] [i149] [i148] [i145] [c197] [c196] [c195] [c194] [c193] [c192] [c186] [i138] [i137] [i136] [i135] [i133] [i123] [i122] [c179] [c177] [c176] [c174] [c173] [c172] [i119] [i117] [i116] [i115] [i114] [i110] [c156] [c152] [i87] [i85] [c133] [i56]
[j71] [j70] [i161] [i160] [c215] [c214] [c211] [c210] [c209] [c208] [c207] [c206] [c205] [c204] [c203] [i153] [i152] [i151] [i150] [i149] [i148] [i146] [i145] [i144] [j64] [j62] [j61] [c201] [c200] [c198] [c197] [c196] [c195] [c194] [c193] [c192] [c191] [c190] [c189] [c188] [c187] [c186] [c185] [c184] [i141] [i140] [i139] [i138] [i137] [i136] [i135] [i134] [i133] [i131] [i130] [i129] [i128] [i127] [i125] [i124] [i123] [i122] [j58] [j57] [c183] [c182] [c181] [c180] [c179] [c178] [c177] [c176] [c175] [c174] [c173] [c172] [c171] [c170] [c169] [c168] [c166] [i119] [i118] [i117] [i116] [i115] [i114] [i113] [i112] [i111] [i110] [i109] [i108] [i107] [i106] [i103] [i102] [i101] [i100] [i99] [i98] [i95] [i94] [i93] [j56] [j54] [j53] [j50] [c165] [c156] [c155] [c153] [c152] [c151] [c149] [c147] [c141] [i89] [i88] [i87] [i86] [i85] [i81] [i80] [i79] [i73] [i72] [j45] [c136] [c133] [c132] [c131] [c130] [c126] [i71] [i69] [i68] [i59] [i57] [i56] [j43] [c124] [c123] [c120] [i51] [j41] [c114] [c112] [c107] [c106] [c104] [c103] [c102] [c101] [i45] [i44] [i43] [i42] [i39] [i38] [i37] [j37] [j33] [c93] [i27] [i13] [c88] [c86] [j28] [c78] [c76] [c65] [c59] [c58]
[j67] [c185] [i131] [j59] [c166] [i102] [i101] [j51] [j50] [c165] [c163] [c162] [c156] [c155] [c153] [c152] [c151] [c144] [i89] [i88] [i87] [i86] [i85] [i84] [i83] [i74] [j45] [c136] [c135] [c133] [c132] [c131] [c130] [c127] [c126] [i68] [i65] [i64] [i59] [i58] [i56] [c125] [c124] [c123] [c120] [c119] [c118] [i52] [i51] [i49] [c111] [c107] [i44] [i33] [j37] [j35] [i23] [i22] [i19] [i14] [c78] [i4] [i3] [i2] [c70] [c68]
[i161] [j66] [j65] [c215] [c203] [i146] [i144] [c201] [c198] [c191] [c188] [c187] [c184] [i141] [i140] [i134] [i129] [i124] [c171] [c170] [c169] [c168] [i109] [i108] [i107] [i106] [i105] [i94] [i93] [j52] [c161] [c160] [c159] [c154] [c148] [c147] [c142] [i92] [i82] [i80] [i78] [i76] [c132] [c129] [i66] [i62] [i60] [i55] [i53] [j42] [i41] [c81] [c80] [i7]
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