Publications

Preprint Papers

• VMFormer: End-to-End Video Matting with Transformer
  Jiachen Li, Vidit Goel, Marianna Ohanyan, Shant Navasardyan, Yunchao Wei, Humphrey Shi
  [Paper] [Project] [Code]

• ConvMLP: Hierarchical Convolutional MLPs for Vision
  Jiachen Li, Ali Hassani, Steven Walton, Humphrey Shi
  [Paper] [Code]

• OneFormer: One Transformer to Rule Universal Image Segmentation
  Jitesh Jain, Jiachen Li, MangTik Chiu, Ali Hassani, Nikita Orlov, Humphrey Shi
  [Paper] [Project] [Code]

• Neighborhood Attention Transformer
  Ali Hassani, Steven Walton, Jiachen Li, Shen Li, Humphrey Shi
  [Paper] [Code]

• SeMask: Semantically Masked Transformers for Semantic Segmentation
  Jitesh Jain, Anukriti Singh, Nikita Orlov, Zilong Huang, Jiachen Li, Steven Walton, Humphrey Shi
  [Paper] [Code]

• Escaping the Big Data Paradigm with Compact Transformers
  Ali Hassani, Steven Walton, Nikhil Shah, Abulikemu Abuduweili, Jiachen Li, Humphrey Shi
  [Paper] [Code]

Conference Papers

• RSCA: Real-time Segmentation-based Context-Aware Scene Text Detection
  Jiachen Li , Yuan Lin, Rongrong Liu, Chiuman Ho and Humphrey Shi
  CVPRW 2021
  [Paper]

• Pseudo-IoU: Improving Label Assignment in Anchor-Free Object Detection
  Jiachen Li , Bowen Cheng, Rogerio Feris, Jinjun Xiong, Thomas S.Huang, Wen-Mei Hwu, Humphrey Shi
  CVPRW 2021
  [Paper] [Code]

• Skynet: a hardware-efficient method for object detection and tracking on embedded systems
  Xiaofan Zhang, Haoming Lu, Cong Hao, Jiachen Li, Bowen Cheng, Yuhong Li, Kyle Rupnow, Jinjun Xiong, Thomas Huang, Honghui Shi, Wen-mei Hwu, Deming Chen
  MLSys 2020
  [Paper]

• Weakly supervised scene parsing with point-based distance metric learning
  Rui Qian, Yunchao Wei, Honghui Shi, Jiachen Li, Jiaying Liu, Thomas Huang
  AAAI 2019
  [Paper]

Competition and Challenge

• 3rd Place in CVPR 2021 Video-Instacne-Segmentation Challenge @ PAIR Team
  [Tech Report]

• 1st Place in DAC-SDC 2019 Low Power Object Detection Challenge @ IBM C3SR Team
  [Tech Report]

• 1st Place in all tasks of ICDAR 2019 RRC on Multi-lingual Scene Text Detection and Recognition @ Tencent-DPPR Team
  [Tech Report]

• 1st Place in all tasks of ICDAR 2019 RRC on Large-scale Street View Text with Partial Labeling @ Tencent-DPPR Team
  [Tech Report]