Popular GitHub Repositories for Lifelong Adaptation

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

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models

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

POT : Python Optimal Transport

Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.

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

关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记

A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recognition

For students, scholars, interviewees and lifelong learners. Let LLMs assist you in learning ?

PyCIL: A Python Toolbox for Class-Incremental Learning

A collection of implementations of deep domain adaptation algorithms

Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

A microframework on top of PyTorch with first-class citizen APIs for foundation model adaptation

The most easy-to-understand tutorial for using LoRA (Low-Rank Adaptation) within diffusers framework for AI Generation Researchers?

A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.

Benchmarking Knowledge Transfer in Lifelong Robot Learning