generalization
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Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
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Feb 18, 2025 - Python
Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).
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Jul 20, 2023
Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.
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Oct 5, 2025
Awesome Domain Adaptation Python Toolbox
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Nov 1, 2024 - Python
Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022
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Aug 22, 2024 - Python
[CVPR 2021] SpinNet: Learning a General Surface Descriptor for 3D Point Cloud Registration
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Aug 4, 2021 - Python
A new test set for ImageNet
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May 13, 2023 - Jupyter Notebook
CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning
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Nov 1, 2022 - Python
[ICML 2020] PyTorch Code for "One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic Control"
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Dec 27, 2022 - Jupyter Notebook
Release of CIFAR-10.1, a new test set for CIFAR-10.
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Apr 16, 2020 - Jupyter Notebook
[ECCV 2020] QAConv: Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting, and [CVPR 2022] GS: Graph Sampling Based Deep Metric Learning
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Jan 3, 2023 - Python
A Compositional Object-Based Approach to Learning Physical Dynamics
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Mar 7, 2017 - Lua
A prize winning solution for Multimedia Deepfake Detection competition.
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Sep 11, 2024 - Python
Benchmarking RL generalization in an interpretable way.
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Jun 17, 2025 - Python
Javascript Generalized Parser Combinators
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Oct 4, 2025 - JavaScript
Official code for Self-supervised Learning of Adversarial Example: Towards Good Generalizations for Deepfake Detection (CVPR 2022 oral)
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May 29, 2022 - Python
PGDrive: an open-ended driving simulator with infinite scenes from procedural generation
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Jun 20, 2022 - Python
(ICLR 2022) Discovering Invariant Rationales for Graph Neural Networks
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Jul 15, 2023 - Python
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