domain-generalization

There are 145 repositories under domain-generalization topic.

  • SLAug

    [AAAI 2023] Official PyTorch implementation of the paper "SLAug: Rethinking Data Augmentation for Single-source Domain Generalization in Medical Image Segmentation"

    Language:Jupyter Notebook62

  • AADG

    [TMI'22] "AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation".

    Language:Python60

  • NLP-Robustness

    OOD Generalization and Detection (ACL 2020)

    Language:Python59

  • RandConv

    Code for ICLR2021 paper "Robust and Generalizable Visual Representation Learning via Random Convolutions"

    Language:Python58

  • Data-CSHSI

    Open source datasets for Cross-Scene Hyperspectral Image Classification, continuously updated~

    52

  • MASKER

    MASKER: Masked Keyword Regularization for Reliable Text Classification (AAAI 2021)

    Language:Python51

  • CLOUDS

    [CVPR 2024] Official Implementation of Collaborating Foundation models for Domain Generalized Semantic Segmentation

    Language:Python48

  • PAIR

    [ICLR 2023, ICLR DG oral] PAIR, the optimizer and model selection criteria for OOD Generalization

    Language:Jupyter Notebook48

  • DoPrompt

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

    Language:Python48

  • ME-ADA

    "Maximum-Entropy Adversarial Data Augmentation for Improved Generalization and Robustness" (NeurIPS 2020).

    Language:Python47

  • DG-YOLO

    [ICIP2020] TOWARDS DOMAIN GENERALIZATION IN UNDERWATER OBJECT DETECTION

    Language:Python47

  • DGvGS

    Domain Generalization via Gradient Surgery

    Language:Python46

  • SHADE

    Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic Segmentation. ECCV 2022

    Language:Python42

  • mrqa

    Code for EMNLP-IJCNLP 2019 MRQA Workshop Paper: "Domain-agnostic Question-Answering with Adversarial Training"

    Language:Python39

  • meta-paper-daily

    定时获取谷歌学术和arxiv论文的相关更新 (代码只有一个py文件，较简单有注释)

    Language:Python38

  • SDViT

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

    Language:Python37

  • IEEE_TGRS_LDGnet

    Language-aware Domain Generalization Network for Cross-Scene Hyperspectral Image Classification, IEEE TGRS, 2023.

    Language:Python35

  • RAM-DSIR

    [ECCV'22] Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration

    Language:Python34

  • ISSA

    Official implementation of "Intra-Source Style Augmentation for Improved Domain Generalization" (WACV 2023 & IJCV)

    Language:Python32
  • DDG

    DDG

    DDG: This repo contains the code for our IJCAI 2022 paper: Dynamic Domain Generalization.

    Language:Python29

  • UniDG

    Towards Unified and Effective Domain Generalization

    Language:Python27

  • ACVC

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

    Language:Python27

  • im2rbte

    Edge Augmentation for Large Scale Sketch Recognition without Sketches

    Language:Python27

  • domain-shift-robustness

    Code for the paper "Addressing Model Vulnerability to Distributional Shifts over Image Transformation Sets", ICCV 2019

    Language:Python27

  • ITTA

    Official code for the CVPR23 paper: "Improved Test-Time Adaptation for Domain Generalization"

    Language:Python26

  • DCAC

    Code for [IEEE-TMI] Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation.

    Language:Python25

  • FeAT

    [NeurIPS 2023] Understanding and Improving Feature Learning for Out-of-Distribution Generalization

    Language:Python23

  • DMC-Domain-Generalization-for-Underwater-Object-Detection

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

    Language:Python23

  • TransMatcher

    [NeurIPS 2021] TransMatcher: Deep Image Matching Through Transformers for Generalizable Person Re-identification

    Language:Python23

  • optdom

    [ICLR'22] Self-supervised learning optimally robust representations for domain shift.

    Language:Python23

  • WCA

    [ICML 2024] "Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models"

    Language:Python22

  • generalization-reinforcement-learning

    A Survey Analyzing Generalization in Deep Reinforcement Learning

    22

  • DUET

    [WWW2023] PyTorch implementation of "DUET: A Tuning-Free Device-Cloud Collaborative Parameters Generation Framework for Efficient Device Model Generalization".

    Language:Python22

  • CVPR23-VNE

    Official Implementation of CVPR 2023 paper: "VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution"

    Language:Python22

  • ManyDG

    ICLR 2023 paper - ManyDG - Dataset processing and mode codes

    Language:Python22

  • MS-Nets

    Matching space stereo networks - MSNet, with improved generalization properties

    Language:Python22