Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
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Updated
Nov 29, 2024 - Python
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).
Awesome Domain Adaptation Python Toolbox
Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022
[CVPR 2021] SpinNet: Learning a General Surface Descriptor for 3D Point Cloud Registration
A new test set for ImageNet
Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.
[ICML 2020] PyTorch Code for "One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic Control"
Release of CIFAR-10.1, a new test set for CIFAR-10.
CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning
[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
A Compositional Object-Based Approach to Learning Physical Dynamics
Javascript Generalized Parser Combinators
Technology-invariant pipeline for spatial omics analysis that scales to millions of cells (Xenium / Visium HD / MERSCOPE / CosMx / PhenoCycler / MACSima / etc)
Official code for Self-supervised Learning of Adversarial Example: Towards Good Generalizations for Deepfake Detection (CVPR 2022 oral)
Benchmarking RL generalization in an interpretable way.
[TPAMI2022 & NeurIPS2020] Official implementation of Self-Adaptive Training
PGDrive: an open-ended driving simulator with infinite scenes from procedural generation
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