XuDong Frank Wang's repositories
InstanceDiffusion
[CVPR 2024] Code release for "InstanceDiffusion: Instance-level Control for Image Generation"
RIDE-LongTailRecognition
[ICLR 2021 Spotlight] Code release for "Long-tailed Recognition by Routing Diverse Distribution-Aware Experts."
CLD-UnsupervisedLearning
[CVPR 2021] Code release for "Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination."
debiased-pseudo-labeling
[CVPR 2022] Pytorch implementation for “Debiased Learning from Naturally Imbalanced Pseudo-Labels”
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."
VAI-ReinforcementLearning
[CVPR 2021] Pytorch implementation for "Unsupervised Visual Attention and Invariance for Reinforcement Learning."
CLIP
Contrastive Language-Image Pretraining
detectron2
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
FeatureTransfer
[CVPR 2018 Oral] Caffe implementation for "Feature Space Transfer for Data Augmentation."
darrellgroup.github.io
Website for Trevor Darrell's group at Berkeley
Detic
Code release for "Detecting Twenty-thousand Classes using Image-level Supervision".
exponential-moving-average-normalization
PyTorch implementation of EMAN for self-supervised and semi-supervised learning: https://arxiv.org/abs/2101.08482
LaViLa
Code release for "Learning Video Representations from Large Language Models"
MarioNette
Code for MarioNette: Self-Supervised Sprite Learning, in NeurIPS 2021
Mask2Former
Code release for "Masked-attention Mask Transformer for Universal Image Segmentation"
pycls
Codebase for Image Classification Research, written in PyTorch.
UniDet
Object detection on multiple datasets with an automatically learned unified label space.
VideoAutoencoder
Video Autoencoder: self-supervised disentanglement of 3D structure and motion (ICCV 2021). Website: https://zlai0.github.io/VideoAutoencoder/
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch