domain-generalization
There are 156 repositories under domain-generalization topic.
DFRFS
[TNNLS 2023] Disentangled Feature Representation for Few-shot Image Classification
RIDG
Official code for the ICCV23 paper: "Domain Generalization via Rationale Invariance"
distillation-in-dg
Implementation of "Weight Averaging Improves Knowledge Distillation under Domain Shift" (ICCV 2023 OOD-CV Workshop)
EAR
Official pytorch implementation of the paper [Environment Agnostic Representation for Visual Reinforcement learning]
Velodrome
Velodrome combines semi-supervised learning and out-of-distribution generalization (domain generalization) for drug response prediction and pharmacogenomics
MMD_AAE_PyTorch
This is the unofficial PyTorch implementation of Domain Generalization with Adversarial Feature Learning.
EPVT-and-Skin-DG-benchamrk
Domain generalization benchmark for skin lesion recognition, MICCAI 2023
DECO
[MICCAI'24 Early Accept] Generalizing to Unseen Domains in Diabetic Retinopathy with Disentangled Representations
domain-adaptation-eye-tracking
Official Implementation for the paper Deep Domain Adaptation: A Sim2Real Neural Approach for Improving Eye-Tracking System.
biodg
BioDG is a publically available framework for the evaluation of Domain Generalization algorithms in Biosignal Classification.
DCASE2023_task2
Submission for task 2 "First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring" of the DCASE challenge 2023 (https://dcase.community/challenge2023/task-first-shot-unsupervised-anomalous-sound-detection-for-machine-condition-monitoring)
dcase2022
Submission for task 2 "Unsupervised Anomalous Sound Detection for Machine Condition Monitoring Applying Domain Generalization Techniques" of the DCASE challenge 2022 (https://dcase.community/challenge2022/task-unsupervised-anomalous-sound-detection-for-machine-condition-monitoring).
HVT-PSMNet
[CVPR 2023] Domain Generalized Stereo Matching via Hierarchical Visual Transformation
Soft-Prompt-Generation
[ECCV 2024] Soft Prompt Generation for Domain Generalization
A2XP
The official implementation of "A2XP: Towards Private Domain Generalization".
CDSpixel
[AAAI24] Learning Invariant Inter-pixel Correlations for Superpixel Generation
PLDG
This repo is the official implementation of TMI2024 paper "Prompt-driven Latent Domain Generalization for Medical Image Classification".
PromptStyler.github.io
Project Page (PromptStyler, ICCV 2023)
DSBF
[IJCV 2022] Domain-Specific Bias Filtering for Single Labeled Domain Generalization
TRUSGlandSegmentation
Domain Generalization for Prostate Segmentation in Transrectal Ultrasound Images: A Multi-center Study
SET
[ACM MM2024] Learning Spectral-Decomposed Tokens for Domain Generalized Semantic Segmentation
IMPash
ECCV-MCV2022 paper: "IMPaSh: A Novel Domain-shift Resistant Representation for Colorectal Cancer Tissue Classification"
UCDR
[ICCV 2021] PyTorch implementation of "Universal Cross-Domain Retrieval: Generalizing across Classes and Domains"
icassp2023
Accompanying code for the paper Design Choices for Learning Embeddings from Auxiliary Tasks for Domain Generalization in Anomalous Sound Detection.
GLOT
Global-Local Regularization Via Distributional Robustness (AISTATS 2023)
TTT-UCDR
[https://arxiv.org/abs/2208.09198] Test-Time Training for Universal Cross-Domain Retrieval
domainext
A PyTorch toolbox for domain adaptation, domain generalization, federated learning DA/DG, active learning DA/DG, ALDG and semi-supervised learning DA/DG.
MDE-DDA
On Minimum Discrepancy Estimation for Deep Domain Adaptation
SemiUHPE
Code for my paper "Semi-Supervised Unconstrained Head Pose Estimation in the Wild"
SL-PeDG
Revisiting Stochastic Learning for Generalizable Person Re-identification in ACM MM 2022
SimpleDG
This is the training and test code for ECCV2022 workshop NICO challenge
CDDMSL
[BMVC2023] This is the official repo for Semi-Supervised Domain Generalization for Object Detection via Language-Guided Feature Alignment (BMVC2023)
Skin-Deep-Unlearning
Implementation for ICML 2022 paper: 'Skin Deep Unlearning: Artefact and Instrument Debiasing in the Context of Melanoma Classification'
pub-gdu4dg
Gated Domain Units (GDU) aim to make your deep learning models robust against distribution shifts when applied in the real-world.
Back-to-Bones
A testbed for backbones in DG. Repository for "Back-to-Bones: Rediscovering the Role of Backbones in Domain Generalization" (Angarano et al., 2022).
okapi
[NeurIPS 2022] Okapi: Generalising Better by Making Statistical Matches Match