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

A PyTorch Library for Multi-Task Learning

✨✨VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction

DomainBed is a suite to test domain generalization algorithms

✨✨Beyond LLaVA-HD: Diving into High-Resolution Large Multimodal Models

This is an official PyTorch implementation of the NeurIPS 2023 paper 《OneNet: Enhancing Time Series Forecasting Models under Concept Drift by Online Ensembling》

This codebase is the official implementation of Test-Time Classifier Adjustment Module for Model-Agnostic Domain Generalization (NeurIPS2021, Spotlight)

✨✨ MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?

Contrastive Learning for Domain Adaptation of Time Series

This is an official PyTorch implementation of the ICML 2023 paper AdaNPC and SIGKDD paper DRM.

This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual Debias Decoding strategy.

This is an official PyTorch implementation of the ICLR 2023 paper 《Free Lunch for Domain Adversarial Training: Environment Label Smoothing》.