Projects sharing features with SHOT Plus

Code for CAiDA

ReID SFDA - Dual-Region Augmentation (Foreground Noise Background Shuffle) for robust person re-identification (ReID) and source-free domain adaptation (SFDA).

Shuffle PatchMix (SPM) for Source-Free Domain Adaptation (ICIP 2025); patch-shuffle augmentation confidence-margin pseudo-labels. New SOTA on PACS (+7.3%), strong results on DomainNet-126 and VisDA-C.

This repository provides the official implementation for "Source-free Domain Adaptation via Avatar Prototype Generation and Adaptation". (IJCAI2021)

code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation"

Domain Adaptation with Adversarial Training on Penultimate Activations (AAAI 2023)

Source free Single and Multi target Unsupervised Domain Adaptation

ICASSP 2024 "Learning Invariant Representation with Consistency and Diversity for Semi-supervised Source Hypothesis Transfer"

Repository for ECCV 2022 paper "Source-free Video Domain Adaptation by Learning Temporal Consistency for Action Recognition"

Official code of IterLNL