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Test-time Adaptation

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TitleStatusHype
Advances in Multimodal Adaptation and Generalization: From Traditional Approaches to Foundation ModelsCode3
A Comprehensive Survey on Test-Time Adaptation under Distribution ShiftsCode3
Ranked Entropy Minimization for Continual Test-Time AdaptationCode2
SURGEON: Memory-Adaptive Fully Test-Time Adaptation via Dynamic Activation SparsityCode2
Test-Time Domain Generalization via Universe Learning: A Multi-Graph Matching Approach for Medical Image SegmentationCode2
Scalable Benchmarking and Robust Learning for Noise-Free Ego-Motion and 3D Reconstruction from Noisy VideoCode2
Realistic Test-Time Adaptation of Vision-Language ModelsCode2
Diffusion-Enhanced Test-time Adaptation with Text and Image AugmentationCode2
Searching Latent Program SpacesCode2
Recent Advances in OOD Detection: Problems and ApproachesCode2
WATT: Weight Average Test-Time Adaptation of CLIPCode2
Fully Test-Time Adaptation for Monocular 3D Object DetectionCode2
Frustratingly Easy Test-Time Adaptation of Vision-Language ModelsCode2
Decomposing the Neurons: Activation Sparsity via Mixture of Experts for Continual Test Time AdaptationCode2
Test-Time Adaptation with SaLIP: A Cascade of SAM and CLIP for Zero shot Medical Image SegmentationCode2
Test-Time Zero-Shot Temporal Action LocalizationCode2
Test-Time Model Adaptation with Only Forward PassesCode2
Towards Stable Test-Time Adaptation in Dynamic Wild WorldCode2
Continual Test-Time Domain AdaptationCode2
Benchmarking Robustness of 3D Point Cloud Recognition Against Common CorruptionsCode2
AVROBUSTBENCH: Benchmarking the Robustness of Audio-Visual Recognition Models at Test-TimeCode1
Test-Time Adaptation of Vision-Language Models for Open-Vocabulary Semantic SegmentationCode1
From Local Details to Global Context: Advancing Vision-Language Models with Attention-Based SelectionCode1
COSMIC: Clique-Oriented Semantic Multi-space Integration for Robust CLIP Test-Time AdaptationCode1
Noisy Test-Time Adaptation in Vision-Language ModelsCode1
Fine-Tuning Strategies for Continual Online EEG Motor Imagery Decoding: Insights from a Large-Scale Longitudinal StudyCode1
Towards Robust Multimodal Open-set Test-time Adaptation via Adaptive Entropy-aware OptimizationCode1
Training-Free Zero-Shot Temporal Action Detection with Vision-Language ModelsCode1
Battling the Non-stationarity in Time Series Forecasting via Test-time AdaptationCode1
Online Gaussian Test-Time Adaptation of Vision-Language ModelsCode1
Exploring Structured Semantic Priors Underlying Diffusion Score for Test-time AdaptationCode1
Learning to Generate Gradients for Test-Time Adaptation via Test-Time Training LayersCode1
T-TIME: Test-Time Information Maximization Ensemble for Plug-and-Play BCIsCode1
Bridging the Gap for Test-Time Multimodal Sentiment AnalysisCode1
DATTA: Domain-Adversarial Test-Time Adaptation for Cross-Domain WiFi-Based Human Activity RecognitionCode1
Beyond Model Adaptation at Test Time: A SurveyCode1
Test-Time Adaptation in Point Clouds: Leveraging Sampling Variation with Weight AveragingCode1
TALoS: Enhancing Semantic Scene Completion via Test-time Adaptation on the Line of SightCode1
BoostAdapter: Improving Vision-Language Test-Time Adaptation via Regional BootstrappingCode1
Dual Prototype Evolving for Test-Time Generalization of Vision-Language ModelsCode1
Is Less More? Exploring Token Condensation as Training-free Adaptation for CLIPCode1
LLM Embeddings Improve Test-time Adaptation to Tabular Y|X-ShiftsCode1
Fine-Tuning CLIP's Last Visual Projector: A Few-Shot CornucopiaCode1
Test-time Adaptation for Regression by Subspace AlignmentCode1
PASS:Test-Time Prompting to Adapt Styles and Semantic Shapes in Medical Image SegmentationCode1
Gradient Alignment Improves Test-Time Adaptation for Medical Image SegmentationCode1
LI-TTA: Language Informed Test-Time Adaptation for Automatic Speech RecognitionCode1
UniTTA: Unified Benchmark and Versatile Framework Towards Realistic Test-Time AdaptationCode1
STAMP: Outlier-Aware Test-Time Adaptation with Stable Memory ReplayCode1
Robust Calibration of Large Vision-Language AdaptersCode1
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