Collection of awesome test-time (domain/batch/instance) adaptation methods
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Updated
May 20, 2024
Collection of awesome test-time (domain/batch/instance) adaptation methods
Fast-Slow Test-time Adaptation for Online Vision-and-Language Navigation
Code for ARPM ("Adversarial Reweighting with α-Power Maximization for Domain Adaptation"), IJCV, 2024.
[AAAI 2024] Towards Real-World Test-Time Adaptation: Tri-Net Self-Training with Balanced Normalization
Revisiting Test Time Adaptation Under Online Evaluation
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.
AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.
Active Test-Time Adaptation: Theoretical Analyses and An Algorithm [ICLR 2024]
A repository and benchmark for online test-time adaptation.
Single-image test-time domain adaptation for segmentation models.
This is an official PyTorch implementation of the ICML 2023 paper AdaNPC and SIGKDD paper DRM.
PyTorch implementation of our CVPR 2024 paper "Unified Entropy Optimization for Open-Set Test-Time Adaptation"
[ICML23] On Pitfalls of Test-Time Adaptation
This is the official PyTorch Implementation of "SoTTA: Robust Test-Time Adaptation on Noisy Data Streams (NeurIPS '23)" by Taesik Gong*, Yewon Kim*, Taeckyung Lee*, Sorn Chottananurak, and Sung-Ju Lee (* Equal contribution).
Pytorch implementation of "Test-time Adaption against Multi-modal Reliability Bias".
[TPAMI 2024] The official implementation of "Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering Regularized Self-Training"
Official Implementation of Enhanced Online Test-time Adaptation with Feature-Weight Cosine Alignment (2024)
[CVPR 2024] TEA: Test-time Energy Adaptation
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