CLL308

ts2vec

A universal time series representation learning framework

soda

Unofficial Pytorch implementation of "SODA: Bottleneck Diffusion Models for Representation Learning"

cldfd

Code implementation of ICLR paper entitled "Cross-Level Distillation and Feature Denoising for Cross-Domain Few-Shot Classification"

SupReMix

This repository contains the implementation code for paper: Mixup Your Own Pairs

ESPT

Pytorch source code of ESPT method in AAAI 2023

RLSbench

Code and results accompanying our paper titled RLSbench: Domain Adaptation under Relaxed Label Shift

easy-few-shot-learning

Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.

Transfer-Learning-Library

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

UniMatch

[CVPR 2023] Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation

SPDA

The implementation of "Selective Partial Domain Adaptation" [BMVC 2022].

Efficient-Computing

Efficient-Computing

InfoTS

Time Series Contrastive Learning with Information-Aware Augmentations (Code)

unisiam

[ECCV2022] PyTorch re-implementation of Self-Supervision Can Be a Good Few-Shot Learner

CDFSL-ATA

[IJCAI 2021 & AIJ 2023] Cross-Domain Few-Shot Classification via Adversarial Task Augmentation

SLM

This repository contains the official implementation of SLM (WACV 2023) https://arxiv.org/pdf/2012.03358.pdf.

Debiased-Self-Training

Code release of paper Debiased Self-Training for Semi-Supervised Learning (NeurIPS 2022 Oral)

HTS-ECCV22

robustdg

Toolkit for building machine learning models that generalize to unseen domains and are robust to privacy and other attacks.

CVF-SID_PyTorch

GraphDA

Unsupervised Domain Adaptation on Graphs/DSR

STARTUP

CVPR-2021-Papers

dg_mmld

Pytorch Implementation of Domain Generalization Using a Mixture of Multiple Latent Domains

deepcluster

Deep Clustering for Unsupervised Learning of Visual Features

dtcwt

Python port of the Dual-Tree Complex Wavelet Transform toolbox for MATLAB

few-shot-gnn

g-mlp-pytorch

Implementation of gMLP, an all-MLP replacement for Transformers, in Pytorch

CVPR2021-Paper-Code-Interpretation

cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理

awesome-semi-supervised-learning

:scroll: An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.

Awesome-Incremental-Learning

Awesome Incremental Learning