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

[TIP-2023] IEEE Trans.on Image Processing

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

A repository for federated domain generalization.

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

An unofficial implementation of Frustratingly Simple Domain Generalization via Image Stylization

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

EM-Net: Effective and Morphology-aware Network for Skin Lesion Segmentation

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

lint - Leveraging INTerpretability

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

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

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 loader and solution method for the DCASE 2024 Challenge Task1

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

[AAAI 2025] Official implementation of the paper "Exploring Semantic Consistency and Style Diversity for Domain Generalized Semantic Segmentation"

Official Implementation of ClusterFix (WACV 2024)

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

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

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