Publications

• Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation.
  Feng Li*, Hao Zhang*, Huaizhe Xu, Shilong Liu, Lei Zhang, Lionel M. Ni, Heung-Yeung Shum.
  arxiv 2022.
  [Paper][Code]

• DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection.
  Hao Zhang*, Feng Li*, Shilong Liu*, Lei Zhang, Hang Su, Jun Zhu, Lionel M. Ni, Heung-Yeung Shum.
  arxiv 2022.
  [Paper][Code]

• Vision-Language Intelligence: Tasks, Representation Learning, and Large Models.
  Feng Li*, Hao Zhang*, Yi-Fan Zhang, Shilong Liu, Jian Guo, Lionel M Ni, PengChuan Zhang, Lei Zhang.
  arxiv 2022.
  [Paper]

• DN-DETR: Accelerate DETR Training by Introducing Query DeNoising.
  Feng Li*, Hao Zhang*, Shilong Liu, Jian Guo, Lionel M. Ni, Lei Zhang.
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2022.
  [Paper][Code]

• DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR.
  Shilong Liu, Feng Li, Hao Zhang, Xiao Yang, Xianbiao Qi, Hang Su, Jun Zhu, Lei Zhang.
  International Conference on Learning Representations (ICLR) 2022.
  [Paper][Code]

(* denotes equal contribution.)