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

Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award.

OpenMMLab Pre-training Toolbox and Benchmark

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

An unsupervised learning framework for depth and ego-motion estimation from monocular videos

Self-Supervised Speech Pre-training and Representation Learning Toolkit

Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™

DIPY is the paragon 3D/4D+ imaging library in Python. Contains generic methods for spatial normalization, signal processing, machine learning, statistical analysis and visualization of medical images. Additionally, it contains specialized methods for computational anatomy including diffusion, perfusion and structural imaging.

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

A Semantic Controllable Self-Supervised Learning Framework to learn general human representations from massive unlabeled human images, which can benefit downstream human-centric tasks to the maximum extent

A library for graph deep learning research

SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]

A python library for self-supervised learning on images.

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

An all-in-one toolkit for computer vision

Bio-Computing Platform Featuring Large-Scale Representation Learning and Multi-Task Deep Learning “螺旋桨”生物计算工具集

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

solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

The official repo for [NeurIPS'22] "ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation" and [TPAMI'23] "ViTPose++: Vision Transformer for Generic Body Pose Estimation"