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Few-shot Action Recognition with Prototype-centered Attentive Learning

Jan 20, 2021
Xiatian Zhu, Antoine Toisoul, Juan-Manuel Prez-Ra, Li Zhang, Brais Martinez, Tao Xiang

* 10 pages, 4 figures 

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Local Black-box Adversarial Attacks: A Query Efficient Approach

Jan 04, 2021
Tao Xiang, Hangcheng Liu, Shangwei Guo, Tianwei Zhang, Xiaofeng Liao

* This work has been submitted to the IEEE for possible publication 

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Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers

Dec 31, 2020
Sixiao Zheng, Jiachen Lu, Hengshuang Zhao, Xiatian Zhu, Zekun Luo, Yabiao Wang, Yanwei Fu, Jianfeng Feng, Tao Xiang, Philip H. S. Torr, Li Zhang

* project page at https://fudan-zvg.github.io/SETR/ 

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Margin-Based Transfer Bounds for Meta Learning with Deep Feature Embedding

Dec 02, 2020
Jiechao Guan, Zhiwu Lu, Tao Xiang, Timothy Hospedales

* 14 pages, 2 figures 

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Boundary-sensitive Pre-training for Temporal Localization in Videos

Nov 24, 2020
Mengmeng Xu, Juan-Manuel Perez-Rua, Victor Escorcia, Brais Martinez, Xiatian Zhu, Li Zhang, Bernard Ghanem, Tao Xiang

* 11 pages, 4 figures 

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The Hidden Vulnerability of Watermarking for Deep Neural Networks

Sep 18, 2020
Shangwei Guo, Tianwei Zhang, Han Qiu, Yi Zeng, Tao Xiang, Yang Liu


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Cross-Modal Hierarchical Modelling for Fine-Grained Sketch Based Image Retrieval

Aug 11, 2020
Aneeshan Sain, Ayan Kumar Bhunia, Yongxin Yang, Tao Xiang, Yi-Zhe Song

* Accepted for ORAL presentation in BMVC 2020 

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BĂ©zierSketch: A generative model for scalable vector sketches

Jul 14, 2020
Ayan Das, Yongxin Yang, Timothy Hospedales, Tao Xiang, Yi-Zhe Song

* Accepted as poster at ECCV 2020 

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On Learning Semantic Representations for Million-Scale Free-Hand Sketches

Jul 07, 2020
Peng Xu, Yongye Huang, Tongtong Yuan, Tao Xiang, Timothy M. Hospedales, Yi-Zhe Song, Liang Wang

* arXiv admin note: substantial text overlap with arXiv:1804.01401 

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Learning to Generate Novel Domains for Domain Generalization

Jul 07, 2020
Kaiyang Zhou, Yongxin Yang, Timothy Hospedales, Tao Xiang

* To appear in ECCV'20 

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Egocentric Action Recognition by Video Attention and Temporal Context

Jul 03, 2020
Juan-Manuel Perez-Rua, Antoine Toisoul, Brais Martinez, Victor Escorcia, Li Zhang, Xiatian Zhu, Tao Xiang

* EPIC-Kitchens [email protected] 2020 

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Differentially Private Decentralized Learning

Jun 14, 2020
Shangwei Guo, Tianwei Zhang, Tao Xiang, Yang Liu


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Long-Term Cloth-Changing Person Re-identification

May 27, 2020
Xuelin Qian, Wenxuan Wang, Li Zhang, Fangrui Zhu, Yanwei Fu, Tao Xiang, Yu-Gang Jiang, Xiangyang Xue

* 24 pages, 10 figures, 5 tables 

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Knowing What, Where and When to Look: Efficient Video Action Modeling with Attention

Apr 02, 2020
Juan-Manuel Perez-Rua, Brais Martinez, Xiatian Zhu, Antoine Toisoul, Victor Escorcia, Tao Xiang


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Domain-Adaptive Few-Shot Learning

Mar 19, 2020
An Zhao, Mingyu Ding, Zhiwu Lu, Tao Xiang, Yulei Niu, Jiechao Guan, Ji-Rong Wen, Ping Luo


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Domain Adaptive Ensemble Learning

Mar 16, 2020
Kaiyang Zhou, Yongxin Yang, Yu Qiao, Tao Xiang

* Tech report 

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Deep Domain-Adversarial Image Generation for Domain Generalisation

Mar 12, 2020
Kaiyang Zhou, Yongxin Yang, Timothy Hospedales, Tao Xiang

* 8 pages 

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Incremental Few-Shot Object Detection

Mar 12, 2020
Juan-Manuel Perez-Rua, Xiatian Zhu, Timothy Hospedales, Tao Xiang

* CVPR 2020 

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Meta-Learning across Meta-Tasks for Few-Shot Learning

Mar 09, 2020
Nanyi Fei, Zhiwu Lu, Yizhao Gao, Jia Tian, Tao Xiang, Ji-Rong Wen

* Our code is at https://github.com/neilfei/MLMT-FSL 

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AdarGCN: Adaptive Aggregation GCN for Few-Shot Learning

Mar 09, 2020
Jianhong Zhang, Manli Zhang, Zhiwu Lu, Tao Xiang, Jirong Wen

* The code is at github - https://github.com/RiceZJH/AdarGCN 

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Sketch Less for More: On-the-Fly Fine-Grained Sketch Based Image Retrieval

Mar 05, 2020
Ayan Kumar Bhunia, Yongxin Yang, Timothy M. Hospedales, Tao Xiang, Yi-Zhe Song

* IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2020 

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Fine-Grained Instance-Level Sketch-Based Video Retrieval

Feb 21, 2020
Peng Xu, Kun Liu, Tao Xiang, Timothy M. Hospedales, Zhanyu Ma, Jun Guo, Yi-Zhe Song


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Towards Byzantine-resilient Learning in Decentralized Systems

Feb 20, 2020
Shangwei Guo, Tianwei Zhang, Xiaofei Xie, Lei Ma, Tao Xiang, Yang Liu


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