Congratulations to Sounak, Jifei, Kaiyue and Ke! Kaiyue Pang, Yongxin Yang, Timothy  Hospedales, Tao Xiang, Yi-Zhe Song, Generalising Fine-Grained Sketch-Based Image Retrieval, CVPR'19 Jifei Song, Yongxin Yang, Yi-Zhe Song, Tao  Xiang, Timothy  Hospedales, Generalizable Person Re-identification by Domain-Invariant Mapping Network, CVPR'19 Sounak Dey, Pau Riba, Anjan Dutta, Josep Llados, Yi-Zhe Song, Doodle to Search: Practical Zero-Shot Sketch-based Image Retrieval, CVPR'19, Oral