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GitHub topics: domain-generalization

astra-vision/FAMix

[CVPR 2024] Domain generalization by interpolating original feature styles with styles obtained using random descriptions in natural language

Language: Python - Size: 54.3 MB - Last synced at: about 4 hours ago - Pushed at: about 5 hours ago - Stars: 51 - Forks: 3

hubtru/ASCDomain

Data loader and solution method for the DCASE 2024 Challenge Task1

Language: Python - Size: 1.01 GB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

junkunyuan/Awesome-Domain-Generalization

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

Size: 122 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 439 - Forks: 45

invictus717/UniDG

Towards Unified and Effective Domain Generalization

Language: Python - Size: 746 KB - Last synced at: 8 days ago - Pushed at: over 1 year ago - Stars: 31 - Forks: 3

tim-learn/awesome-test-time-adaptation

Collection of awesome test-time (domain/batch/instance) adaptation methods

Size: 1.69 MB - Last synced at: 7 days ago - Pushed at: 11 days ago - Stars: 918 - Forks: 66

ZhangYuanhan-AI/NOAH

[TPAMI] Searching prompt modules for parameter-efficient transfer learning.

Language: Python - Size: 43.2 MB - Last synced at: 11 days ago - Pushed at: over 1 year ago - Stars: 228 - Forks: 11

KaiyangZhou/Dassl.pytorch

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

Language: Python - Size: 454 KB - Last synced at: 12 days ago - Pushed at: over 1 year ago - Stars: 1,299 - Forks: 178

hendrycks/robustness

Corruption and Perturbation Robustness (ICLR 2019)

Language: Python - Size: 72.8 MB - Last synced at: 13 days ago - Pushed at: over 2 years ago - Stars: 1,061 - Forks: 149

weitianxin/awesome-distribution-shift

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

Size: 593 KB - Last synced at: 11 days ago - Pushed at: over 1 year ago - Stars: 114 - Forks: 9

hendrycks/natural-adv-examples

A Harder ImageNet Test Set (CVPR 2021)

Language: Python - Size: 2.1 MB - Last synced at: 16 days ago - Pushed at: about 1 year ago - Stars: 603 - Forks: 52

amazon-science/crossnorm-selfnorm

CrossNorm and SelfNorm for Generalization under Distribution Shifts, ICCV 2021

Language: Python - Size: 474 KB - Last synced at: 13 days ago - Pushed at: over 3 years ago - Stars: 129 - Forks: 7

yasserben/CLOUDS

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

Language: Python - Size: 1.42 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 68 - Forks: 2

microsoft/robustdg

Toolkit for building machine learning models that generalize to unseen domains and are robust to privacy and other attacks.

Language: Python - Size: 65.6 MB - Last synced at: about 6 hours ago - Pushed at: over 1 year ago - Stars: 176 - Forks: 30

PIC4SeR/AgriSeg

Official code for the paper "Domain Generalization for Crop Segmentation with Knowledge Distillation" (CVPR 2024)

Language: Python - Size: 10.6 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 4 - Forks: 2

KaiyangZhou/mixstyle-release

Domain Generalization with MixStyle (ICLR'21)

Language: Python - Size: 34.9 MB - Last synced at: 11 days ago - Pushed at: over 2 years ago - Stars: 294 - Forks: 40

judydnguyen/PARDON-FedDG

PARDON: Privacy-Aware and Robust Federated Domain Generalization (ICDCS 2025)

Language: Python - Size: 0 Bytes - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 0 - Forks: 0

HiLab-git/DAG4MIA

Domain Adaptation and Generalization for Medical Image Analysis

Language: Python - Size: 735 KB - Last synced at: 16 days ago - Pushed at: about 1 year ago - Stars: 129 - Forks: 12

microsoft/UDA

Unsupervised Domain Adaptation for Computer Vision Tasks

Language: Python - Size: 4.73 MB - Last synced at: about 6 hours ago - Pushed at: almost 3 years ago - Stars: 105 - Forks: 15

cleardusk/MFR

Learning Meta Face Recognition in Unseen Domains, CVPR, Oral, 2020

Size: 947 KB - Last synced at: 17 days ago - Pushed at: over 3 years ago - Stars: 149 - Forks: 16

NikosEfth/crafting-shifts

Official PyTorch implementation of the WACV 2025 Oral paper "Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization".

Language: Python - Size: 910 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 18 - Forks: 0

jindongwang/transferlearning

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

Language: Python - Size: 35.4 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 13,779 - Forks: 3,835

LinusKuehne/Invariance_and_Generalization_for_Classification

This repository contains the code associated with the master's thesis "Invariance and Generalization for Classification" written by Linus Kühne at ETH Zurich in 2024.

Language: R - Size: 69.8 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

akmete14/MSc_project

FLUXNET benchmark

Language: Python - Size: 31.2 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

lucacareddu/Domain-Generalization-for-Semantic-Segmentation-exploiting-Vision-Language-features

Work done during the Data Science course internship.

Language: Python - Size: 486 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

hendrycks/imagenet-r

ImageNet-R(endition) and DeepAugment (ICCV 2021)

Language: Python - Size: 14.5 MB - Last synced at: 17 days ago - Pushed at: over 3 years ago - Stars: 263 - Forks: 17

Rongjiehuang/GenerSpeech

PyTorch Implementation of GenerSpeech (NeurIPS'22): a text-to-speech model towards zero-shot style transfer of OOD custom voice.

Language: Python - Size: 4.69 MB - Last synced at: 13 days ago - Pushed at: about 1 year ago - Stars: 322 - Forks: 40

hytseng0509/CrossDomainFewShot

Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)

Language: Python - Size: 71.3 KB - Last synced at: about 1 month ago - Pushed at: about 5 years ago - Stars: 339 - Forks: 62

aristotelisballas/biodg

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

Language: Python - Size: 204 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 17 - Forks: 3

Luodian/Generalizable-Mixture-of-Experts

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

Language: Python - Size: 2.04 MB - Last synced at: 11 days ago - Pushed at: about 2 years ago - Stars: 269 - Forks: 35

rajibrhasan/FedDG

A repository for federated domain generalization.

Language: Python - Size: 20.5 KB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

iCGY96/APR

[ICCV 2021] Amplitude-Phase Recombination: Rethinking Robustness of Convolutional Neural Networks in Frequency Domain

Language: Python - Size: 4.36 MB - Last synced at: 14 days ago - Pushed at: over 2 years ago - Stars: 75 - Forks: 9

yfzhang114/AdaNPC

This is an official PyTorch implementation of the ICML 2023 paper AdaNPC and SIGKDD paper DRM.

Language: Python - Size: 463 KB - Last synced at: 20 days ago - Pushed at: about 1 year ago - Stars: 85 - Forks: 7

liangchen527/RIDG

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

Language: Python - Size: 122 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 20 - Forks: 3

liangchen527/ITTA

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

Language: Python - Size: 130 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 33 - Forks: 2

schoi828/robustness

Official implementation of the TMLR paper: An Analysis of Model Robustness across Concurrent Distribution Shifts.

Language: Python - Size: 1.86 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

sapeirone/EgoZAR

Official PyTorch implementation of our work "Egocentric zone-aware action recognition across environments"

Language: Python - Size: 43.9 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 3 - Forks: 0

vita-epfl/UniTraj

A Unified Framework for scalable Vehicle Trajectory Prediction, ECCV 2024

Language: Python - Size: 20.6 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 270 - Forks: 31

trinhvg/IMPash

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

Language: Python - Size: 3.96 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 9 - Forks: 4

sinamalakouti/CDDMSL

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

Language: Python - Size: 13.1 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 6 - Forks: 0

hosseinshn/Velodrome

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

Language: Python - Size: 2.09 MB - Last synced at: 7 days ago - Pushed at: over 3 years ago - Stars: 17 - Forks: 2

iurada/fairness_crossdomain

Official repository of our work "Fairness meets Cross-Domain Learning: a Benchmark of Models and Metrics" published on IEEE Access

Language: Python - Size: 4.41 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 5 - Forks: 0

MetaVisionLab/DDG

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

Language: Python - Size: 46.9 KB - Last synced at: 4 months ago - Pushed at: almost 3 years ago - Stars: 33 - Forks: 7

lixiaotong97/DSU

[ICLR 2022] Official pytorch implementation of "Uncertainty Modeling for Out-of-Distribution Generalization" in International Conference on Learning Representations (ICLR) 2022.

Language: Python - Size: 8.49 MB - Last synced at: 5 months ago - Pushed at: about 3 years ago - Stars: 143 - Forks: 16

KaiyangZhou/ssdg-benchmark

Benchmarks for semi-supervised domain generalization.

Language: Python - Size: 43 KB - Last synced at: 14 days ago - Pushed at: over 2 years ago - Stars: 68 - Forks: 10

EzgiKorkmaz/generalization-reinforcement-learning

A Survey Analyzing Generalization in Deep Reinforcement Learning

Size: 5.86 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 29 - Forks: 0

cosword/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: Python - Size: 3.3 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 47 - Forks: 9

SiyuanYan1/PLDG

This repo is the official implementation of TMI2024 paper "Prompt-driven Latent Domain Generalization for Medical Image Classification".

Language: Python - Size: 3.78 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 12 - Forks: 1

YyzHarry/multi-domain-imbalance

[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond

Language: Python - Size: 8.11 MB - Last synced at: 5 months ago - Pushed at: about 2 years ago - Stars: 128 - Forks: 15

Kaiseem/SLAug

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

Language: Jupyter Notebook - Size: 107 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 67 - Forks: 6

weiyikang/FedGM_torch

"Multi-Source Collaborative Gradient Discrepancy Minimization for Federated Domain Generalization", AAAI 2024, pytorch

Language: Python - Size: 3.09 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

zhanghr2001/PromptTA

Source-free Domain Generalization

Language: Python - Size: 366 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 2 - Forks: 0

renytek13/Soft-Prompt-Generation

[ECCV 2024] Soft Prompt Generation for Domain Generalization

Language: Python - Size: 78.2 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 10 - Forks: 2

zhengzangw/DoPrompt

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

Language: Python - Size: 1.39 MB - Last synced at: 17 days ago - Pushed at: about 2 years ago - Stars: 51 - Forks: 4

JingjunYi/SET

[ACM MM2024] Learning Spectral-Decomposed Tokens for Domain Generalized Semantic Segmentation

Language: Python - Size: 5.04 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 7 - Forks: 0

tmlr-group/WCA Fork of JinhaoLee/WCA

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

Language: Python - Size: 3.24 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 35 - Forks: 0

conditionWang/FLNK

Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems to reduce costs, extend their lifespan, and facilitate sustainable development.

Size: 2.01 MB - Last synced at: 7 months ago - Pushed at: about 1 year ago - Stars: 76 - Forks: 10

zhiqan/Random-convolution-layer

Random convolution layer: An auxiliary method to improve fault diagnosis performance

Language: Python - Size: 182 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 20 - Forks: 5

hnuzhy/SemiUHPE

Code for my paper "Semi-Supervised Unconstrained Head Pose Estimation in the Wild"

Language: Python - Size: 6.41 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 5 - Forks: 0

aristotelisballas/cyclemix

This is the official code repository for CycleMix. CycleMix uses pretrained CycleGAN models to create novel styles for input samples.

Language: Python - Size: 475 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 2 - Forks: 1

gianlucarloni/crocodile

Carloni, G., Tsaftaris, S. A., & Colantonio, S. (2024). CROCODILE: Causality aids RObustness via COntrastive DIsentangled LEarning @ MICCAI 2024 UNSURE Workshop

Language: Python - Size: 1.04 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 3 - Forks: 1

MetaVisionLab/SSDG

Semi-Supervised Domain Generalization

Language: Python - Size: 90.8 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 19 - Forks: 5

fpsluozi/SMD-SMOS

Official code repo for Grounding Stylistic Domain Generalization with Quantitative Domain Shift Measures and Synthetic Scene Images (The 3rd VDU Workshop @ CVPR 2024).

Language: Python - Size: 21.7 MB - Last synced at: 6 months ago - Pushed at: 9 months ago - Stars: 2 - Forks: 0

Feaxure-fresh/TL-Fault-Diagnosis-Library

Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization

Language: Python - Size: 488 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 287 - Forks: 30

zzzqzhou/RAM-DSIR

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

Language: Python - Size: 447 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 35 - Forks: 3

zzzqzhou/Dual-Normalization

[CVPR‘22] Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization

Language: Python - Size: 11.2 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 92 - Forks: 12

hammlab/CertifiableDG

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

Language: Python - Size: 121 KB - Last synced at: 9 months ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 0

PIC4SeR/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: Python - Size: 3.99 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 5 - Forks: 0

ExplainableML/ACVC

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

Language: Python - Size: 2.24 MB - Last synced at: 5 months ago - Pushed at: about 2 years ago - Stars: 28 - Forks: 0

jinensetpal/lint

lint - Leveraging INTerpretability

Language: Python - Size: 15.4 MB - Last synced at: 26 days ago - Pushed at: 10 months ago - Stars: 3 - Forks: 0

LFhase/FeAT

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

Language: Python - Size: 434 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 23 - Forks: 1

AIRLABkhu/A2XP

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

Language: Python - Size: 19.6 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 8 - Forks: 1

richard-peng-xia/DECO

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

Size: 507 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 8 - Forks: 0

PerForm-Lab-RIT/domain-adaptation-eye-tracking

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

Language: Python - Size: 658 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 12 - Forks: 1

tararelan/ELEC4840-Final-Project-2024

Language: Jupyter Notebook - Size: 628 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

NikosEfth/im2rbte

Edge Augmentation for Large Scale Sketch Recognition without Sketches

Language: Python - Size: 98.6 KB - Last synced at: 6 months ago - Pushed at: 11 months ago - Stars: 27 - Forks: 7

harsmac/MUFIACode

Code for the attack multiplicative filter attack MUFIA, from the paper "Frequency-based vulnerability analysis of deep learning models against image corruptions".

Language: Python - Size: 3.03 MB - Last synced at: 12 months ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0

SiyuanYan1/EPVT-and-Skin-DG-benchamrk

Domain generalization benchmark for skin lesion recognition, MICCAI 2023

Language: Python - Size: 4.34 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 11 - Forks: 1

vijayakuruba/IFT6759_Distribution_shifts_WILDS

Course work project for IFT6759 - WILDS - Distribution shifts in wilds - iwildcam

Language: Jupyter Notebook - Size: 4.47 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 2

ycq091044/ManyDG

ICLR 2023 paper - ManyDG - Dataset processing and mode codes

Language: Python - Size: 1.63 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 20 - Forks: 2

LFhase/PAIR

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

Language: Jupyter Notebook - Size: 1.22 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 47 - Forks: 3

hulman-princeton/Senior_Thesis

Code for Princeton ORFE Senior Thesis (Domain Generalization for Deep Learning-Based Glaucoma Classification)

Language: Jupyter Notebook - Size: 2.93 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

ObjectDR/ObjectDR.github.io

Project Page (ObjectDR)

Language: JavaScript - Size: 10.9 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

leejoonhun/fan-beats

Feature-aligned N-BEATS with Sinkhorn divergence (ICLR 2024)

Language: Python - Size: 12.7 KB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 1

vorobeevich/distillation-in-dg

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

Language: Python - Size: 13.3 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 16 - Forks: 1

rafizunaed/domain_generalization_via_style_perturbation

Learning to Generalize towards Unseen Domains via a Content-Aware Style Invariant Framework for Disease Detection from Chest X-rays

Language: Python - Size: 368 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 1

HeliosZhao/SHADE

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

Language: Python - Size: 12.4 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 40 - Forks: 4

ccj5351/MS-Nets

Matching space stereo networks - MSNet, with improved generalization properties

Language: Python - Size: 8.93 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 20 - Forks: 4

ryoungj/optdom

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

Language: Python - Size: 15 MB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 22 - Forks: 3

chenghao-ch94/DFRFS

Language: Python - Size: 4.95 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 16 - Forks: 0

mseg-dataset/mseg-api

An Official Repo of CVPR '20 "MSeg: A Composite Dataset for Multi-Domain Segmentation"

Language: Python - Size: 15.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 240 - Forks: 43

HelloZicky/DUET

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

Language: Python - Size: 2.96 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 20 - Forks: 1

AHHHZ975/FedDG-Extension

This is an extension and re-implementation and of the work "FedDG"

Language: Python - Size: 5.13 GB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

cty8998/HVT-PSMNet

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

Language: Python - Size: 731 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

YuxiangZhang-BIT/IEEE_TGRS_LDGnet

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

Language: Python - Size: 4.91 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 26 - Forks: 3

RonyAbecidan/LeveragingGeometrytoMitigateCSM

Official repository for the paper "Leveraging Data Geometry to Mitigate CSM in Steganalysis" released at WIFS2023

Language: Jupyter Notebook - Size: 30.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

BeierZhu/Prompt-align

[ICCV 2023] Prompt-aligned Gradient for Prompt Tuning

Language: Python - Size: 1.78 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 109 - Forks: 8

CRazorback/AADG

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

Language: Python - Size: 525 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 42 - Forks: 3

jindongwang/tlbook-code

Code for Transfer Learning book--《迁移学习导论》配套代码

Language: Python - Size: 7.05 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 188 - Forks: 38

wilkinghoff/icassp2023

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

Language: Python - Size: 106 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 2

zhihou7/BatchFormer

CVPR2022, BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning, https://arxiv.org/abs/2203.01522

Language: Python - Size: 22 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 226 - Forks: 19

Related Keywords
domain-generalization 159 domain-adaptation 42 deep-learning 36 pytorch 19 machine-learning 19 computer-vision 17 robustness 14 image-classification 11 transfer-learning 9 federated-learning 8 meta-learning 8 representation-learning 8 out-of-distribution 8 semantic-segmentation 8 semi-supervised-learning 7 distribution-shift 7 data-augmentation 6 contrastive-learning 6 test-time-adaptation 6 generalization 6 artificial-intelligence 5 few-shot-learning 5 python 5 neural-networks 5 self-supervised-learning 5 out-of-distribution-generalization 5 knowledge-distillation 4 prompt-tuning 4 out-of-distribution-detection 4 person-reidentification 4 ml-safety 4 medical-imaging 4 medical-image-segmentation 4 object-detection 4 interpretability 3 spurious-correlations 3 clip 3 adversarial-attacks 3 domain-shift 3 chest-xray-images 3 continual-learning 3 benchmark 3 large-language-models 3 reinforcement-learning 3 generalizability 3 style-transfer 3 vision-language-model 3 cross-domain-learning 3 single-source-domain-generalization 3 prompt-learning 3 person-reid 3 fairness 3 re-id 3 imagenet 3 re-identification 3 deep-neural-networks 3 anomaly-detection 3 remote-sensing 2 ood-generalization 2 long-tailed-recognition 2 person-retrieval 2 person-search 2 diabetic-retinopathy 2 reid 2 gan 2 maml 2 icml 2 cross-domain 2 nlp 2 frequency-analysis 2 neurips-2022 2 zero-shot-retrieval 2 transformers 2 histopathology 2 stereo-matching 2 adversarial-machine-learning 2 invariant-learning 2 few-shot-classifcation 2 cvpr2022 2 cvpr 2 optimization 2 anomalous-sound-detection 2 machine-listening 2 zero-shot-learning 2 face-antispoofing 2 correspondence 2 deep-metric-learning 2 image-matching 2 interpretable-deep-learning 2 metric-learning 2 person-re-identification 2 vision-transformer 2 person-recognition 2 transferlearning 2 convolutional-neural-networks 2 natural-language-processing 2 normalization 2 causality 2 foundation-models 2 vision-language 2