XuDong Frank Wang's starred repositories
RIDE-Swin-LongTailRecognition
Swin-Transformer-based version of RIDE (ICLR 2021 Spotlight)
debiased-pseudo-labeling
[CVPR 2022] Pytorch implementation for “Debiased Learning from Naturally Imbalanced Pseudo-Labels”
mmdetection
OpenMMLab Detection Toolbox and Benchmark
ML-paper-notes
:notebook: Notes and summaries of various ML, Computer Vision & NLP papers.
RIDE-LongTailRecognition
[ICLR 2021 Spotlight] Code release for "Long-tailed Recognition by Routing Diverse Distribution-Aware Experts."
exponential-moving-average-normalization
PyTorch implementation of EMAN for self-supervised and semi-supervised learning: https://arxiv.org/abs/2101.08482
VAI-ReinforcementLearning
[CVPR 2021] Official Implementation of VAI: Unsupervised Visual Attention and Invariance for Reinforcement Learning
suncet
Code to reproduce the results in the FAIR research papers "Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples" https://arxiv.org/abs/2104.13963 and "Supervision Accelerates Pre-training in Contrastive Semi-Supervised Learning of Visual Representations" https://arxiv.org/abs/2006.10803
fourier-feature-networks
Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains
VAI-ReinforcementLearning
[CVPR 2021] Pytorch implementation for "Unsupervised Visual Attention and Invariance for Reinforcement Learning."
FixMatch-pytorch
Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"
towards-universal-object-detection
[CVPR 2019] Pytorch implementation for "Towards Universal Object Detection by Domain Attention."
TBC-TiedBlockConvolution
[AAAI 2021] Pytorch implementation for "Tied Block Convolution: Leaner and Better CNNs with Shared Thinner Filters."
CLD-UnsupervisedLearning
[CVPR 2021] Code release for "Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination."