Tim

awesome-test-time-adaptation. Collection of awesome test-time (domain/batch/instance) adaptation methods

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

SHOT-plus. code for our TPAMI 2021 paper "Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer"

Awesome-LabelFree-VLMs. Collection of Unsupervised Learning Methods for Vision-Language Models (VLMs)

DINE. code for our CVPR 2022 paper "DINE: Domain Adaptation from Single and Multiple Black-box Predictors"

ATDOC. code released for our CVPR 2021 paper "Domain Adaptation with Auxiliary Target Domain-Oriented Classifier"

BA3US. code for our ECCV 2020 paper "A Balanced and Uncertainty-aware Approach for Partial Domain Adaptation"

UEO. ICML-2024 highlight paper "Realistic Unsupervised CLIP Fine-tuning with Universal Entropy Optimization"

NOUN. code released for our TIP 2021 paper "Adversarial Domain Adaptation with Prototype-based Normalized Output Conditioner"

Generate_list. Generate custom text files for dataloader within UDA methods

CLIP_models.

GeoNet23_casia_tim. 1st in the ICCV-2023 GeoUniDA challenge

attack-and-defense. codebook of various attacks and defenses

paper_reading.

ProDDing.

tim-learn.github.io. HTML