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]

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

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"

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

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

Official Implementation of ClusterFix (WACV 2024)

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

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

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

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

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