UP Lab

members/xiatian.jpeg

Universal Perception (UP) Lab is led by Xiatian Zhu, a Senior Lecturer with Surrey Institute for People-Centred Artificial Intelligence, and Centre for Vision, Speech and Signal Processing (CVSSP), University of Surrey, Guildford, UK. He was a research scientist at Samsung AI Centre, Cambridge, UK. He received his Ph.D. from the Queen Mary University of London.

The mission of UP Lab is to advance the capabilities of AI through modeling a variety of perception data (e.g. images, videos, audio, text, 3D points). We are working around the understanding of both machine learning theories and real-world domain applications, with the aim to develop transformative technologies for the good of our society.

News

Mar 10, 2023 3 CVPR papers accepted
Jan 7, 2023 Call for papers, First workshop on End-to-End Autonomous Driving: Perception, Prediction, Planning and Simulation, Vancouver, Canada, CVPR 2023
Jan 6, 2023 Welcome Haosen Yang on board
Nov 19, 2022 1 AAAI paper accepted
Oct 3, 2022 Welcome Al-Hussein Abutaleb on board

Selected publications

  1. CVPR
    Generative Semantic Segmentation
    Chen, Jiaqi, Lu, Jiachen,  Zhu, Xiatian, and Zhang, Li
    In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition 2023
  2. CVPR
    FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks
    Han, Xiao,  Zhu, Xiatian, Yu, Licheng, Zhang, Li, Song, Yi-Zhe, and Xiang, Tao
    In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition 2023
  3. CVPR
    Post-Processing Temporal Action Detection
    Nag, Sauradip,  Zhu, Xiatian, Song, Yi-Zhe, and Xiang, Tao
    In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition 2023
  4. Preprint
    Preconditioned Score-based Generative Models
    Zhang, Li, Ma, Hengyuan,  Zhu, Xiatian, and Feng, Jianfeng
    arXiv preprint arXiv:2302.06504 2023
  5. Preprint
    Unsupervised Hashing via Similarity Distribution Calibration
    Ng, Kam Woh,  Zhu, Xiatian, Hoe, Jiun Tian, Chan, Chee Seng, Zhang, Tianyu, Song, Yi-Zhe, and Xiang, Tao
    arXiv preprint arXiv:2302.07669 2023
  6. AAAI
    PolarFormer: Multi-camera 3D Object Detection with Polar Transformers
    Jiang, Yanqin, Zhang, Li, Miao, Zhenwei,  Zhu, Xiatian, Gao, Jin, Hu, Weiming, and Jiang, Yu-Gang
    In AAAI Conference on Artificial Intelligence 2023