Sequential Learning for Domain Generalization

Apr 03, 2020
Da Li, Yongxin Yang, Yi-Zhe Song, Timothy Hospedales

* tech report 

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Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches

Mar 10, 2020
Ruoyi Du, Dongliang Chang, Ayan Kumar Bhunia, Jiyang Xie, Yi-Zhe Song, Zhanyu Ma, Jun Guo


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Mind the Gap: Enlarging the Domain Gap in Open Set Domain Adaptation

Mar 10, 2020
Dongliang Chang, Aneeshan Sain, Zhanyu Ma, Yi-Zhe Song, Jun Guo


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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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The Devil is in the Channels: Mutual-Channel Loss for Fine-Grained Image Classification

Feb 11, 2020
Dongliang Chang, Yifeng Ding, Jiyang Xie, Ayan Kumar Bhunia, Xiaoxu Li, Zhanyu Ma, Ming Wu, Jun Guo, Yi-Zhe Song


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Deep Self-Supervised Representation Learning for Free-Hand Sketch

Feb 03, 2020
Peng Xu, Zeyu Song, Qiyue Yin, Yi-Zhe Song, Liang Wang


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SketchDesc: Learning Local Sketch Descriptors for Multi-view Correspondence

Jan 17, 2020
Deng Yu, Lei Li, Youyi Zheng, Manfred Lau, Yi-Zhe Song, Chiew-Lan Tai, Hongbo Fu


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Semi-Heterogeneous Three-Way Joint Embedding Network for Sketch-Based Image Retrieval

Nov 10, 2019
Jianjun Lei, Yuxin Song, Bo Peng, Zhanyu Ma, Ling Shao, Yi-Zhe Song

* Accepted by IEEE Transactions on Circuits and Systems for Video Technology 

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Goal-Driven Sequential Data Abstraction

Aug 08, 2019
Umar Riaz Muhammad, Yongxin Yang, Timothy M. Hospedales, Tao Xiang, Yi-Zhe Song

* Accepted at ICCV 2019 

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Doodle to Search: Practical Zero-Shot Sketch-based Image Retrieval

Apr 06, 2019
Sounak Dey, Pau Riba, Anjan Dutta, Josep Llados, Yi-Zhe Song


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Episodic Training for Domain Generalization

Jan 31, 2019
Da Li, Jianshu Zhang, Yongxin Yang, Cong Liu, Yi-Zhe Song, Timothy M. Hospedales

* technical report 

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SketchyScene: Richly-Annotated Scene Sketches

Aug 07, 2018
Changqing Zou, Qian Yu, Ruofei Du, Haoran Mo, Yi-Zhe Song, Tao Xiang, Chengying Gao, Baoquan Chen, Hao Zhang


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Deep Factorised Inverse-Sketching

Aug 07, 2018
Kaiyue Pang, Da Li, Jifei Song, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales

* Accepted to ECCV 2018 

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Universal Perceptual Grouping

Aug 07, 2018
Ke Li, Kaiyue Pang, Jifei Song, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales, Honggang Zhang

* Accepted ECCV 2018 

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Learning to Sketch with Shortcut Cycle Consistency

May 01, 2018
Jifei Song, Kaiyue Pang, Yi-Zhe Song, Tao Xiang, Timothy Hospedales

* To appear in CVPR2018 

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Sketch-a-Classifier: Sketch-based Photo Classifier Generation

Apr 30, 2018
Conghui Hu, Da Li, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales

* published in CVPR2018 as spotlight 

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Learning Deep Sketch Abstraction

Apr 13, 2018
Umar Riaz Muhammad, Yongxin Yang, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales

* This paper is accepted at CVPR 2018 as poster 

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The Devil is in the Middle: Exploiting Mid-level Representations for Cross-Domain Instance Matching

Apr 04, 2018
Qian Yu, Xiaobin Chang, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales

* Reference updated 

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SketchMate: Deep Hashing for Million-Scale Human Sketch Retrieval

Apr 04, 2018
Peng Xu, Yongye Huang, Tongtong Yuan, Kaiyue Pang, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales, Zhanyu Ma, Jun Guo

* Accepted by CVPR2018 

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Learning to Generalize: Meta-Learning for Domain Generalization

Oct 10, 2017
Da Li, Yongxin Yang, Yi-Zhe Song, Timothy M. Hospedales

* 8 pages, 2 figures, under review of AAAI 2018 

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Deeper, Broader and Artier Domain Generalization

Oct 09, 2017
Da Li, Yongxin Yang, Yi-Zhe Song, Timothy M. Hospedales

* 9 pages, 4 figures, ICCV 2017 

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Cross-modal Subspace Learning for Fine-grained Sketch-based Image Retrieval

May 28, 2017
Peng Xu, Qiyue Yin, Yongye Huang, Yi-Zhe Song, Zhanyu Ma, Liang Wang, Tao Xiang, W. Bastiaan Kleijn, Jun Guo

* Accepted by Neurocomputing 

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Free-hand Sketch Synthesis with Deformable Stroke Models

Oct 09, 2015
Yi Li, Yi-Zhe Song, Timothy Hospedales, Shaogang Gong


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Sketch-a-Net that Beats Humans

Jul 21, 2015
Qian Yu, Yongxin Yang, Yi-Zhe Song, Tao Xiang, Timothy Hospedales

* Accepted to BMVC 2015 (oral) 

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A Survey on Heterogeneous Face Recognition: Sketch, Infra-red, 3D and Low-resolution

Oct 10, 2014
Shuxin Ouyang, Timothy Hospedales, Yi-Zhe Song, Xueming Li

* survey paper(35 pages) 

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