Collection of awesome test-time (domain/batch/instance) adaptation methods
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Updated
Sep 24, 2024
Collection of awesome test-time (domain/batch/instance) adaptation methods
Test-Time Adaptation for image classification with MEMO
AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.
[ICML 2024] "Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models"
Fast-Slow Test-time Adaptation for Online Vision-and-Language Navigation
PyTorch implementation of our CVPR 2024 paper "Unified Entropy Optimization for Open-Set Test-Time Adaptation"
University project based on implementing a Test Time Adaptation (TTA) solution for image classifiers. University of Trento (Italy)
Official PyTorch implementation of SGEM: Test-Time Adaptation for Automatic Speech Recognition via Sequential-Level Generalized Entropy Minimization (INTERSPEECH 2023 Oral Presentation)
A repository and benchmark for online test-time adaptation.
Pytorch implementation of "Test-time Adaption against Multi-modal Reliability Bias".
[AAAI 2024] Towards Real-World Test-Time Adaptation: Tri-Net Self-Training with Balanced Normalization
A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation
[CVPR 2023] Feature Alignment and Uniformity for Test Time Adaptation
site for the 1st Workshop on Test-Time Adaptation: Model, Adapt Thyself! (MAT)
An official implementation of "Domain Specific Block Selection and Paired-View Pseudo-Labeling for Online Test-Time Adaptation", CVPR 2024.
Official code for the CVPR23 paper: "Improved Test-Time Adaptation for Domain Generalization"
[ICLR'24] Official code for "C-TPT: Calibrated Test-Time Prompt Tuning for Vision-Language Models via Text Feature Dispersion"
Everything to the Synthetic: Diffusion-driven Test-time Adaptation via Synthetic-Domain Alignment
Code for ARPM ("Adversarial Reweighting with α-Power Maximization for Domain Adaptation"), IJCV, 2024.
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