junchengberry

awesome-disentangled-representations

A curated list of papers on disentangled representation learning inspired by https://github.com/sootlasten/disentangled-representation-papers and https://github.com/matthewvowels1/Awesome-VAEs.

Bridging_UDA_SSL

The official codes of "Semi-supervised Models are Strong Unsupervised Domain Adaptation Learners".

BTDA

implement for paper Rethinking Domain Adaptation Blending target Domain Adaptation by Adversarial Meta Adaptation Network

CDTrans

[ICLR2022] CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation

CL-Visualizing-Feature-Transformation

Improving Contrastive Learning by Visualizing Feature Transformation, ICCV 2021 Oral

CoMatch

Code for CoMatch: Semi-supervised Learning with Contrastive Graph Regularization

ContentDisentanglement

PyTorch implementation of "Emerging Disentanglement in Auto-Encoder Based Unsupervised Image Content Transfer"

Contrastive-Adaptation-Network-for-Unsupervised-Domain-Adaptation

pytorch implementation for Contrastive Adaptation Network

crest

Repo for CReST: A Class-Rebalancing Self-Training Framework for Imbalanced Semi-Supervised Learning

learning_research

大佬的科研经验膜拜中

junchengberry/learning_research

大佬的科研经验膜拜中

junchengberry/CDTrans

[ICLR2022] CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation

junchengberry/CV_TermProject3_SelfMatch

junchengberry/Dassl.pytorch

A PyTorch toolbox for domain adaptation and semi-supervised learning.

junchengberry/DDG

junchengberry/deep-person-reid

Torchreid: Deep learning person re-identification in PyTorch.

junchengberry/deep-transfer-learning

A collection of implementations of deep domain adaptation algorithms

junchengberry/DisCo

[ICLR2022] Code for "Learning Disentangled Representation by Exploiting Pretrained Generative Models: A Contrastive Learning View"

junchengberry/Domain-generalization

All about domain generalization

junchengberry/DomainBed

DomainBed is a suite to test domain generalization algorithms

junchengberry/DoPrompt

Official implementation of PCS in essay "Prompt Vision Transformer for Domain Generalization"

junchengberry/DRANet

junchengberry/FGDA

junchengberry/Lhy_Machine_Learning

李宏毅2021春季机器学习课程课件及作业

junchengberry/lightly

A python library for self-supervised learning on images.

junchengberry/mdistiller

A Knowledge Distillation Toolbox. The official implementation of https://arxiv.org/abs/2203.08679

junchengberry/probtorch

Probabilistic Torch is library for deep generative models that extends PyTorch

junchengberry/PS-SC

Code for CVPR2021 paper 'Where and What? Examining Interpretable Disentangled Representations'.

junchengberry/pytorch-AdaIN

Unofficial pytorch implementation of 'Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization' [Huang+, ICCV2017]

junchengberry/SDViT

Official repository for "Self-Distilled Vision Transformer for Domain Generalization"

junchengberry/SelfReg

PyTorch implementation of Self-supervised Contrastive Regularization for DG (SelfReg) [ICCV2021]

junchengberry/SimCLR

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

junchengberry/SimCLR-1

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.

junchengberry/SSDG

Semi-Supervised Domain Generalization

junchengberry/taskonomy

Taskonomy: Disentangling Task Transfer Learning

junchengberry/TorchSSL

A PyTorch-based library for semi-supervised learning (NeurIPS'21)

junchengberry/Transfer-Learning-Library

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

junchengberry/transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

junchengberry/UDA

ToAlign: Task-oriented Alignment for Unsupervised Domain Adaptation

junchengberry/ViT_OOD_generalization