Stars
Deep Learning Inferred Multiplex ImmunoFluorescence for IHC Image Quantification (https://deepliif.org) [Nature Machine Intelligence'22, CVPR'22, MICCAI'23, Histopathology'23, MICCAI'24]
[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.
QuPath - Open-source bioimage analysis for research
(CVPR2022) ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action Localization
(ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"
S5CL: Unifying Fully-Supervised, Self-Supervised, and Semi-Supervised Learning Through Hierarchical Contrastive Learning
The official implementation of Active Learning by Feature Mixing (ALFA-Mix) paper
[CVPR 2022 Oral] Rethinking Minimal Sufficient Representation in Contrastive Learning
Pytorch implementation for paper "Bounding Box Tightness Prior for Weakly Supervised Image Segmentation" published in MICCAI 2021
Official Pytorch Code base for "UNeXt: MLP-based Rapid Medical Image Segmentation Network", MICCAI 2022
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...