Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
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Updated
May 22, 2024 - Python
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.
Corruption and Perturbation Robustness (ICLR 2019)
Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)
A Harder ImageNet Test Set (CVPR 2021)
PyTorch Implementation of GenerSpeech (NeurIPS'22): a text-to-speech model towards zero-shot style transfer of OOD custom voice.
Code for Transfer Learning book--《迁移学习导论》配套代码
An Official Repo of CVPR '20 "MSeg: A Composite Dataset for Multi-Domain Segmentation"
Domain Generalization with MixStyle (ICLR'21)
GMoE could be the next backbone model for many kinds of generalization task.
[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
[AAAI 2020] Pytorch codes for Regularized Fine-grained Meta Face Anti-spoofing
Toolkit for building machine learning models that generalize to unseen domains and are robust to privacy and other attacks.
Bearing Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization
CVPR2022, BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning, https://arxiv.org/abs/2203.01522
[ICLR 2022] Official pytorch implementation of "Uncertainty Modeling for Out-of-Distribution Generalization" in International Conference on Learning Representations (ICLR) 2022.
[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond
Unsupervised Domain Adaptation for Computer Vision Tasks
ImageNet-R(endition) and DeepAugment (ICCV 2021)
[CVPR 2019] Pytorch codes for Multi-adversarial Discriminative Deep Domain Generalization for Face Presentation Attack Detection
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