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domain-generalization

Here are 153 public repositories matching this topic...

rajibrhasan / FedDG

A repository for federated domain generalization.

federated-learning domain-generalization

Updated Feb 28, 2025
Python

friedmanroy / ctrl-shift

Code for the control+shift paper, where a method for generating general datasets with a controllable amount of distribution shift was proposed. Presented at the ECCV'24 "Synthetic Data for Computer Vision" workshop.

data-science machine-learning synthetic-dataset-generation synthetic-datasets out-of-distribution domain-generalization diffusion-models distribution-shift

Updated Sep 19, 2024
Python

akmete14 / MSc_project

FLUXNET benchmark

benchmark fluxnet domain-generalization

Updated Mar 17, 2025
Python

schoi828 / robustness

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

machine-learning-algorithms domain-generalization domain-generation-algorithm robustness-certification machne-learning

Updated Jan 17, 2025
Python

amirezzati / dipt

All Centers Are at most a Few Tokens Apart: Knowledge Distillation with Domain Invariant Prompt Tuning

domain-generalization prompt-tuning

Updated Nov 27, 2025
Python

eskutcheon / FeatureSpaceOdyssey

project to enable neural network feature space modeling using probabilistic and geometric models (KDE, Diffusion Maps, Convex Hulls, etc) and to run domain generalization hypothesis testing (more options to come) - meant to encapsulate most of the evaluation code used in my thesis in a clean, modular structure

deep-learning neural-network kernel-methods feature-engineering hypothesis-testing probabilistic-models interpretable-machine-learning out-of-distribution-detection domain-generalization

Updated Apr 1, 2025
Python

XJTU-XGU / PDG

code for "Learning Generalizable Part-based Feature Representation for 3D Point Clouds" (NeurIPS 2022)

point-cloud domain-generalization

Updated Apr 14, 2023
Python

mousecpn / Domain-Generalization-via-Image-Stylization

An unofficial implementation of Frustratingly Simple Domain Generalization via Image Stylization

domain-generalization

Updated Mar 23, 2021
Python

hubtru / ASCDomain

Data loader and solution method for the DCASE 2024 Challenge Task1

deep-learning neural-networks data-manipulation representation-learning adversarial-networks data-augmentation audio-processing domain-adaptation acoustic-scene-classification domain-generalization data-efficient isotropic-architecture dcase2024

Updated Apr 17, 2025
Python

bghojogh / Histopathology-Magnification-Generalization

The code for magnification generalization for the histopathology image embedding

maml model-agnostic-meta-learning histopathology domain-generalization magnification-generalization

Updated Feb 24, 2021
Python

XJTU-XGU / DPCL

code for "Generalized Semantic Segmentation by Self-Supervised Source Domain Projection and Multi-Level Contrastive Learning" (AAAI 2023, Oral))

image-segmentation domain-generalization

Updated Sep 21, 2023
Python

vtsouval / DA_MLDG

Domain-shift Aware Meta-Learning for Domain Generalization in SER

meta-learning speech-emotion-recognition domain-generalization domain-shift speech-emotion-classification mldg

Updated Nov 17, 2022
Python

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

Work done during the Data Science course internship.

clip semantic-segmentation domain-generalization

Updated Mar 15, 2025
Python

dineshdaultani / FusionDistill

[WACV 2024] Source code for "Consolidating separate degradations model via weights fusion and distillation".

computer-vision pytorch image-classification knowledge-distillation robustness domain-generalization degradation-models ood-generalization robustness-classifier

Updated Dec 27, 2023
Python

jameszhou-gl / TMM-HCVP

Code for TMM-HCVP: Leveraging Hierarchical Contrastive Visual Prompt for Domain Generalization

domain-generalization vision-transformer visual-prompt

Updated Nov 23, 2024
Python

leejoonhun / fan-beats

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

deep-learning torch representation-learning time-series-forecasting domain-generalization iclr2024 sinkhorn-divergence

Updated Feb 28, 2024
Python

rafizunaed / DomainAgnosticCXR

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

chest-xray-images domain-generalization thoracic-disease-classification style-statistics-perturbation

Updated Mar 6, 2024
Python

judydnguyen / PARDON-FedDG

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

style-transfer federated-learning domain-generalization contrastive-learning

Updated Apr 2, 2025
Python

bghojogh / Siamese-Network-Histopathology

The code for the paper "Supervision and Source Domain Impact on Representation Learning: A Histopathology Case Study"

triplet-loss triplet siamese-network histopathology domain-generalization

Updated Oct 17, 2020
Python

ianxmason / compositional-robustness

This repository contains the code for the paper Modularity Trumps Invariance for Compositonal Robustness.

machine-learning research computer-vision domain-generalization

Updated Jun 16, 2023
Python

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