domain-shift

(CVPR 2021) Code for our method RePRI for Few-Shot Segmentation. Paper at http://arxiv.org/abs/2012.06166

[NeurIPS 2024] WATT: Weight Average Test-Time Adaptation of CLIP

Domain Generalization via Gradient Surgery

[NeurIPS 2022] The official repository of Expression Learning with Identity Matching for Facial Expression Recognition

[3DV 2024] Revisiting Depth Completion from a Stereo Matching Perspective for Cross-domain Generalization

NeurIPS 2024 (spotlight): A Textbook Remedy for Domain Shifts Knowledge Priors for Medical Image Analysis

Pytorch implementation of Deep Generic Representations for Domain-Generalized Anomalous Sound Detection: https://arxiv.org/abs/2409.05035

Gpu accelerated vahadane stain normalization for Digital Pathology workflows.

ToyADMOS2: Another dataset of miniature-machine operating sounds for anomalous sound detection under domain shift conditions 🚗 🚃

LAMDA: Label Matching Deep Domain Adaptation - ICML 2021

Visual Drone Detection Dataset for Comprehensive Study of Domain shift

A curated collection of Test-Time Adaptation (TTA) papers, methods, and resources, updated monthly with the latest research.

Telemetry-rich synthetic UAV swarm dataset (A/B domains) for detection, MOT, and intent prediction.

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

Official implementation of CVPR'26 paper 'Domain-Skewed Federated Learning with Feature Decoupling and Calibration'.

How to predict uncertainty of regression GNN models under target domain shifts?

Domain Adaptive and Fine-grained Anomaly Detection for Single-cell Sequencing Data and Beyond

Code for the paper "Addressing caveats of neural persistence with deep graph persistence".

A lightweight, no-install, GUI-based Python toolbox for detecting, measuring, and visualizing domain shift (data shift) across datasets — all running in your browser on Windows, macOS, or Linux.