Popular GitHub Repositories for Ood Generalization

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

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

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

Corruption and Perturbation Robustness (ICLR 2019)

Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.

Out-of-distribution detection, robustness, and generalization resources. The repository contains a curated list of papers, tutorials, books, videos, articles and open-source libraries etc

Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).

A framework to evaluate the generalization capability of safety alignment for LLMs

Crosslingual Generalization through Multitask Finetuning

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.

A Unified Framework for scalable Vehicle Trajectory Prediction, ECCV 2024

A curated list of trustworthy deep learning papers. Daily updating...

[T-PAMI] Benchmarking and Improving Bird's Eye View Perception Robustness in Autonomous Driving

Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded deep monocular 3D human pose estimation wth evolutionary training data"

[ICCV 2023] Robo3D: Towards Robust and Reliable 3D Perception against Corruptions

A curated list of awesome instruction tuning datasets, models, papers and repositories.

PyTorch Implementation of GenerSpeech (NeurIPS'22): a text-to-speech model towards zero-shot style transfer of OOD custom voice.

Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022

Domain Generalization with MixStyle (ICLR'21)