Research

Selected Publications:

2021

  • Dongliang Chang, Kaiyue Pang, Yixiao Zheng, Zhanyu Ma, Yi-Zhe Song, Jun Guo, Your “Flamingo” is My “Bird”: Fine-Grained, or Not, CVPR 2021 (Oral)
  • Ayan Kumar Bhunia, Pinaki Nath Chowdhury, Yongxin Yang, Timothy Hospedales, Tao Xiang, Yi-Zhe Song, Vectorization and Rasterization: Self-Supervised Learning for Sketch and Handwriting, CVPR 2021
  • Ayan Das, Yongxin Yang, Timothy Hospedales, Tao Xiang, Yi-Zhe Song, Cloud2Curve: Generation and Vectorization of Parametric Sketches, CVPR 2021
  • Aneeshan Sain, Ayan Kumar Bhunia, Yongxin Yang, Tao Xiang, Yi-Zhe Song, StyleMeUp: Towards Style-Agnostic Sketch-Based Image Retrieval, CVPR 2021
  • Yonggang Qi, Kai Zhang, Aneeshan Sain, Yi-Zhe Song, PQA: Perceptual Question Answering, CVPR 2021
  • 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
  • Ayan Kumar Bhunia, Shuvozit Ghose, Amandeep Kumar, Pinaki Nath Chowdhury, Aneeshan Sain, Yi-Zhe Song, MetaHTR: Towards Writer-Adaptive Handwritten Text Recognition, CVPR 2021

2020

  • Ling Luo, Yulia Gryaditskaya, Yongxin Yang, Tao Xiang, Yi-Zhe Song, Towards 3D VR-Sketch to 3D Shape Retrieval, 3DV 2020 (Oral)
  • Yue Zhong, Yulia Gryaditskaya, Honggang Zhang, Yi-Zhe Song, Deep Sketch-Based Modelling: Tips and Tricks, 3DV 2020
  • Guoyao Su, Yonggang Qi, Kaiyue Pang , Jie Yang, Yi-Zhe Song, SketchHealer: A Graph-to-Sequence Network for Recreating Partial Human Sketches, BMVC 2020 (Oral)
  • 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 (Oral)
  • 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 beat me? SIGGRAPH Asia 2020
  • Ayan Das, Yongxin Yang, Timothy Hospedales, Tao Xiang, Yi-Zhe Song, BézierSketch: A generative model for scalable vector sketches, ECCV 2020
  • Jianshu Zhang, Jun Du, Yongxin Yang, Yi-Zhe Song, Si Wei, Lirong Dai, A Tree-Structured Decoder for Image-to-Markup Generation, ICML 2020
  • Kaiyue Pang, Yongxin Yang, Timothy Hospedales, Tao Xiang, Yi-Zhe Song, Solving Mixed-modal Jigsaw Puzzle for Fine-Grained Sketch-Based Image Retrieval, CVPR 2020
  • Ayan Kumar Bhunia, Yongxin Yang, Timothy Hospedales, Tao Xiang, Yi-Zhe Song, Sketch Less for More: On-the-Fly Fine-Grained Sketch Based Image Retrieval, CVPR 2020 (Oral)

2019

  • Da Li, Jianshu Zhang, Yongxin Yang, Cong Liu, Yi-Zhe Song, Timothy Hospedales, Episodic Training for Domain Generalization, International Conference on Computer Vision (ICCV 2019, Oral)
  • Umar Riaz Muhammad, Yongxin Yang, Timothy Hospedales, Tao Xiang, Yi-Zhe Song, Goal-Driven Sequential Data Abstraction, International Conference on Computer Vision (ICCV 2019)
  • Kaiyue Pang, Ke Li, Yongxin Yang, Timothy  Hospedales, Tao Xiang, Yi-Zhe Song, Generalising Fine-Grained Sketch-Based Image Retrieval, IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2019) 
  • Jifei Song, Yongxin Yang, Yi-Zhe Song, Tao  Xiang, Timothy  Hospedales, Generalizable Person Re-identification by Domain-Invariant Mapping Network, IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2019)
  • Sounak Dey, Pau Riba, Anjan Dutta, Josep Llados, Yi-Zhe Song, Doodle to Search: Practical Zero-Shot Sketch-based Image Retrieval, IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2019, Oral)
  • K. Li, K. Pang, Y. Song, T. Xiang, T. M. Hospedales, H. Zhang, Towards A Deep Universal Sketch Perceptual Grouper, IEEE Transactions on Image Processing (IEEE TIP)

2018

2017

2016

2015

2014

2013