garygali@csu.edu.cn's repositories
pytorch_classification
利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特征，svm或者随机森林等进行分类，模型蒸馏，一个完整的代码
LSAE
PyTorch Implementation of Lung Swapping Autoencoder
OroJaR
Orthogonal Jacobian Regularization for Unsupervised Disentanglement in Image Generation (ICCV 2021)
Learning-Debiased-Disentangled
Official Pytorch implementation of "Learning Debiased Representation via Disentangled Feature Augmentation (Neurips 2021, Oral)"
observational
Observational Supervision for Medical Image Classification using Gaze Data
invariance-equivariance
"Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning" by Mamshad Nayeem Rizve, Salman Khan, Fahad Shahbaz Khan, Mubarak Shah (CVPR 2021)
JRGR
Torch implementation for CVPR 2021: Closing the Loop: Joint Rain Generation and Removal via Disentangled Image Translation.
GANLatentDiscovery
The authors official implementation of Unsupervised Discovery of Interpretable Directions in the GAN Latent Space
PS-SC
Code for CVPR2021 paper 'Where and What? Examining Interpretable Disentangled Representations'.
Explanation_by_Progressive_Exaggeration
Explanation by Progressive Exaggeration
split-vae
Original implementation of Separated Paths for Local and Global Information framework (SPLIT) in TensorFlow 2.
FRN
(CVPR 2021) Few-Shot Classification with Feature Map Reconstruction Networks
tfvaegan
[ECCV 2020] Official Pytorch implementation for "Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification". SOTA results for ZSL and GZSL
Learning-Disentangled-Representations-via-Mutual-Information-Estimation
Pytorch implementation of Learning Disentangled Representations via Mutual Information Estimation (ECCV 2020)
FrEIA
Framework for Easily Invertible Architectures
CE-GZSL
Codes for the CVPR 2021 paper: Contrastive Embedding for Generalized Zero-Shot Learning
HiSD
Official pytorch implementation of paper "Image-to-image Translation via Hierarchical Style Disentanglement" (CVPR 2021 Oral).
Visual-Reasoning-eXplanation
[CVPR 2021] A Peek Into the Reasoning of Neural Networks: Interpreting with Structural Visual Concepts
LSOVCF
This repo contains the source code for the paper "Explore Visual Concept Formation for Image Classification" in ICML 2021.
InvDN
Implementation for the paper: Invertible Denoising Network: A Light Solution for Real Noise Removal (CVPR2021).
disentanglement_lib
disentanglement_lib is an open-source library for research on learning disentangled representations.
counterfactual_generative_networks
[ICLR'21] Counterfactual Generative Networks
iin
A Disentangling Invertible Interpretation Network
LADE
This repository contains code for the paper "Disentangling Label Distribution for Long-tailed Visual Recognition", published at CVPR' 2021
ae_bakeoff
The Great Autoencoder Bake Off