generalization 开源项目推荐（326 个）

jindongwang /transferlearning

迁移学习/领域适应/领域概括/多任务学习等。论文、代码、数据集、应用程序、教程。-迁移学习

EnnengYang /Awesome-Model-Merging-Methods-Theories-Applications

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. ACM Computing Surveys, 2026.

SinclairCoder /Instruction-Tuning-Papers

指令调谐阅读列表。趋势从自然教学（ACL 2022）、FLAN（ICLR 2022）和T0（ICLR 2022）开始。

zorazrw /agent-workflow-memory

AWM: Agent Workflow Memory

CHAOZHAO-1 /DG-PHM

这是一个包含基于领域泛化的故障诊断和预后的论文、代码和数据集的库。(基于领域泛化的故障诊断和预测)

adapt-python /adapt

Awesome Domain Adaptation Python Toolbox

twni2016 /pomdp-baselines

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

QingyongHu /SpinNet

[CVPR 2021] SpinNet: Learning a General Surface Descriptor for 3D Point Cloud Registration

modestyachts /ImageNetV2

A new test set for ImageNet

rr-learning /CausalWorld

CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning

huangwl18 /modular-rl

[ICML 2020] PyTorch Code for "One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic Control"

modestyachts /CIFAR-10.1

Release of CIFAR-10.1, a new test set for CIFAR-10.

ShengcaiLiao /QAConv

[ECCV 2020]QAConv：可解释且可推广的人重新识别，结合查询自适应卷积和时间提升，以及[CVPR 2022] GS：基于图抽样的深度度量学习

automl /CARL

Benchmarking RL generalization in an interpretable way.

HighwayWu /DeepFakeDefenders

A prize winning solution for Multimedia Deepfake Detection competition.

mbchang /dynamics

A Compositional Object-Based Approach to Learning Physical Dynamics

tue09 /awesome-reasoning-generalization

Awesome paper list for reasoning generalization in LLMs.

CHAOZHAO-1 /Domain-generalization-fault-diagnosis-benchmark

This is a benckmark for domain generalization-based fault diagnosis （基于领域泛化的相关代码）

masala /masala-parser

Javascript Generalized Parser Combinators

liangchen527 /SLADD

Official code for Self-supervised Learning of Adversarial Example: Towards Good Generalizations for Deepfake Detection (CVPR 2022 oral)