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17 search results found

Transferlearning ⭐ 12,494

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

Robustness ⭐ 728

Corruption and Perturbation Robustness (ICLR 2019)

Dassl.pytorch ⭐ 681

A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.

Searching prompt modules for parameter-efficient transfer learning.

Awesome Domain Generalization ⭐ 104

Awesome things about domain generalization, including papers, code, etc.

Generalizable Mixture Of Experts ⭐ 75

GMoE could be the next backbone model for many kinds of generalization task.

Awesome Distribution Shift ⭐ 57

A curated list of papers and resources about the distribution shift in machine learning.

Ssdg Benchmark ⭐ 46

Benchmarks for semi-supervised domain generalization.

Domain Generalization via Gradient Surgery

Official repository for "Self-Distilled Vision Transformer for Domain Generalization" (ACCV-2022 ORAL)

Official PyTorch implementation of CVPRW 2022 paper "Attention Consistency on Visual Corruptions for Single-Source Domain Generalization"

Doprompt ⭐ 17

Official implementation of PCS in essay "Prompt Vision Transformer for Domain Generalization"

Official Implementation of Collaborating Foundation models for Domain Generalized Semantic Segmentation

Distillation In Dg ⭐ 10

Implementation of "Weight Averaging Improves Knowledge Distillation under Domain Shift" (ICCV 2023 OOD-CV Workshop)

On Minimum Discrepancy Estimation for Deep Domain Adaptation

Multi-component Image Translation for Deep Domain Generalization (Deep Domain Adaptation)

Dmc Domain Generalization For Underwater Object Detection ⭐ 5

[Neurocomputing 2023] An official implementation of Achieving Domain Generalization in Underwater Object Detection by Domain Mixup and Contrastive Learning

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