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Towards Unsupervised Sketch-based Image Retrieval


May 18, 2021
Conghui Hu, Yongxin Yang, Yunpeng Li, Timothy M. Hospedales, Yi-Zhe Song

* 10 pages, 6 figures 

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PQA: Perceptual Question Answering


Apr 08, 2021
Yonggang Qi, Kai Zhang, Aneeshan Sain, Yi-Zhe Song

* Accepted by CVPR 2021 

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MetaHTR: Towards Writer-Adaptive Handwritten Text Recognition


Apr 05, 2021
Ayan Kumar Bhunia, Shuvozit Ghose, Amandeep Kumar, Pinaki Nath Chowdhury, Aneeshan Sain, Yi-Zhe Song

* IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2021 

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StyleMeUp: Towards Style-Agnostic Sketch-Based Image Retrieval


Mar 31, 2021
Aneeshan Sain, Ayan Kumar Bhunia, Yongxin Yang, Tao Xiang, Yi-Zhe Song

* IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2021 

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Cloud2Curve: Generation and Vectorization of Parametric Sketches


Mar 29, 2021
Ayan Das, Yongxin Yang, Timothy Hospedales, Tao Xiang, Yi-Zhe Song

* Accepted at CVPR 2021 (Poster) 

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More Photos are All You Need: Semi-Supervised Learning for Fine-Grained Sketch Based Image Retrieval


Mar 25, 2021
Ayan Kumar Bhunia, Pinaki Nath Chowdhury, Aneeshan Sain, Yongxin Yang, Tao Xiang, Yi-Zhe Song

* IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2021 Code : https://github.com/AyanKumarBhunia/semisupervised-FGSBIR 

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Vectorization and Rasterization: Self-Supervised Learning for Sketch and Handwriting


Mar 25, 2021
Ayan Kumar Bhunia, Pinaki Nath Chowdhury, Yongxin Yang, Timothy M. Hospedales, Tao Xiang, Yi-Zhe Song

* IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2021 Code : https://github.com/AyanKumarBhunia/Self-Supervised-Learning-for-Sketch 

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Context-Aware Layout to Image Generation with Enhanced Object Appearance


Mar 22, 2021
Sen He, Wentong Liao, Michael Ying Yang, Yongxin Yang, Yi-Zhe Song, Bodo Rosenhahn, Tao Xiang

* CVPR 2021 

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Your "Labrador" is My "Dog": Fine-Grained, or Not


Nov 18, 2020
Dongliang Chang, Kaiyue Pang, Yixiao Zheng, Zhanyu Ma, Yi-Zhe Song, Jun Guo


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Deep Sketch-Based Modeling: Tips and Tricks


Nov 17, 2020
Yue Zhong, Yulia Gryaditskaya, Honggang Zhang, Yi-Zhe Song


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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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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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