Computer Vision
Enabling computers and devices to understand what they see.
Tool
Focal Transformer
This is a codebase for our recently released paper “Focal Self-attention for Local-Global Interactions in Vision Transformers”. It developed a new sparse self-attention mechanism called focal self-attention towards more effective and efficient vision transformers. The…
Project
Document AI (Intelligent Document Processing)
Document AI (opens in new tab), or Document Intelligence, is a new research topic that refers to techniques for automatically reading, understanding, and analyzing business documents. Understanding business documents is an incredibly challenging task due…
Publication
Network Architecture Search for Face Enhancement
Publication
Reference-Based Defect Detection Network
Tool
Efficient Self-Supervised Vision Transformers (EsViT)
This is a research project in exploring self-supervised learning (SSL) for computer vision. It aims to learn general-purpose image features from raw pixels without relying on manual supervisions, and the learned networks serve as the…