domain-generalization

There are 145 repositories under domain-generalization topic.

  • DFRFS

    Language:Python21

  • RIDG

    Official code for the ICCV23 paper: "Domain Generalization via Rationale Invariance"

    Language:Python20

  • distillation-in-dg

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

    Language:Python20

  • L2A-OT

    This repository is an unofficial implementation in PyTorch for Learning to Generate Novel Domains for Domain Generalization

    Language:Python20

  • SSDG

    Semi-Supervised Domain Generalization

    Language:Python18

  • EAR

    Official pytorch implementation of the paper [Environment Agnostic Representation for Visual Reinforcement learning]

    Language:Python16

  • MMD_AAE_PyTorch

    This is the unofficial PyTorch implementation of Domain Generalization with Adversarial Feature Learning.

    Language:Python16

  • domain-adaptation-eye-tracking

    Official Implementation for the paper Deep Domain Adaptation: A Sim2Real Neural Approach for Improving Eye-Tracking System.

    Language:Python14

  • 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)

    Language:Python13

  • EPVT-and-Skin-DG-benchamrk

    Domain generalization benchmark for skin lesion recognition, MICCAI 2023

    Language:Python13

  • Velodrome

    Velodrome combines semi-supervised learning and out-of-distribution generalization (domain generalization) for drug response prediction and pharmacogenomics

    Language:Python13

  • PromptStyler.github.io

    Project Page (PromptStyler, ICCV 2023)

    Language:JavaScript12

  • 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).

    Language:Python12

  • DSBF

    [IJCV 2022] Domain-Specific Bias Filtering for Single Labeled Domain Generalization

    Language:Python11

  • DECO

    [MICCAI'2024 early accept] Generalizing to Unseen Domains in Diabetic Retinopathy with Disentangled Representations

    10

  • HVT-PSMNet

    [CVPR 2023] Domain Generalized Stereo Matching via Hierarchical Visual Transformation

    Language:Python10

  • CDSpixel

    [AAAI24] Learning Invariant Inter-pixel Correlations for Superpixel Generation

    Language:Python10

  • biodg

    BioDG is a publically available framework for the evaluation of Domain Generalization algorithms in Biosignal Classification.

    Language:Python10

  • IMPash

    ECCV-MCV2022 paper: "IMPaSh: A Novel Domain-shift Resistant Representation for Colorectal Cancer Tissue Classification"

    Language:Python9

  • GLOT

    Global-Local Regularization Via Distributional Robustness (AISTATS 2023)

    Language:Python9

  • A2XP

    The official implementation of "A2XP: Towards Private Domain Generalization".

    Language:Python8

  • TTT-UCDR

    [https://arxiv.org/abs/2208.09198] Test-Time Training for Universal Cross-Domain Retrieval

    Language:Python8

  • TRUSGlandSegmentation

    Domain Generalization for Prostate Segmentation in Transrectal Ultrasound Images: A Multi-center Study

    Language:Python8

  • domainext

    A PyTorch toolbox for domain adaptation, domain generalization, federated learning DA/DG, active learning DA/DG, ALDG and semi-supervised learning DA/DG.

    Language:Python8

  • UCDR

    [ICCV 2021] PyTorch implementation of "Universal Cross-Domain Retrieval: Generalizing across Classes and Domains"

    Language:Python8

  • MDE-DDA

    On Minimum Discrepancy Estimation for Deep Domain Adaptation

    8

  • PLDG

    This repo is the official implementation of "Prompt-driven Latent Domain Generalization for Medical Image Classification".

    Language:Python7

  • SL-PeDG

    Revisiting Stochastic Learning for Generalizable Person Re-identification in ACM MM 2022

    Language:Python7

  • icassp2023

    Accompanying code for the paper Design Choices for Learning Embeddings from Auxiliary Tasks for Domain Generalization in Anomalous Sound Detection.

    Language:Python7

  • SimpleDG

    This is the training and test code for ECCV2022 workshop NICO challenge

    Language:Python7

  • CDDMSL

    [BMVC2023] This is the official repo for Semi-Supervised Domain Generalization for Object Detection via Language-Guided Feature Alignment (BMVC2023)

    Language:Python6

  • 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).

    Language:Python5

  • okapi

    [NeurIPS 2022] Okapi: Generalising Better by Making Statistical Matches Match

    Language:Python5

  • CertifiableDG

    Do Domain Generalization Methods Generalize Well? (Workshop on Machine Learning Safety at NeurIPS 2022).

    Language:Python5

  • Skin-Deep-Unlearning

    Implementation for ICML 2022 paper: 'Skin Deep Unlearning: Artefact and Instrument Debiasing in the Context of Melanoma Classification'

    Language:Python5

  • pub-gdu4dg

    Gated Domain Units (GDU) aim to make your deep learning models robust against distribution shifts when applied in the real-world.

    Language:Jupyter Notebook5