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Test-time Adaptation

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TitleStatusHype
Test-Time Domain Generalization via Universe Learning: A Multi-Graph Matching Approach for Medical Image SegmentationCode2
Online Test-time Adaptation for 3D Human Pose Estimation: A Practical Perspective with Estimated 2D Poses—0
Bidirectional Prototype-Reward co-Evolution for Test-Time Adaptation of Vision-Language Models—0
Bayesian Test-Time Adaptation for Vision-Language Models—0
Whoever Started the Interference Should End It: Guiding Data-Free Model Merging via Task Vectors—0
IMFine: 3D Inpainting via Geometry-guided Multi-view Refinement—0
Attention Bootstrapping for Multi-Modal Test-Time Adaptation—0
Smoothing the Shift: Towards Stable Test-Time Adaptation under Complex Multimodal NoisesCode0
FoCTTA: Low-Memory Continual Test-Time Adaptation with Focus—0
Space Rotation with Basis Transformation for Training-free Test-Time Adaptation—0
Structural Alignment Improves Graph Test-Time Adaptation—0
Noisy Test-Time Adaptation in Vision-Language ModelsCode1
Minima Possible Weights: A Homogenous Deep Ensemble Method for Cross-Subject Motor Imagery ClassificationCode0
Semantics-aware Test-time Adaptation for 3D Human Pose Estimation—0
Billet Number Recognition Based on Test-Time Adaptation—0
Generalizable Cervical Cancer Screening via Large-scale Pretraining and Test-Time Adaptation—0
Exploring Test Time Adaptation for Subcortical Segmentation of the Fetal Brain in 3D UltrasoundCode0
Conformal Uncertainty Indicator for Continual Test-Time Adaptation—0
Fine-Tuning Strategies for Continual Online EEG Motor Imagery Decoding: Insights from a Large-Scale Longitudinal StudyCode1
Test-time Loss Landscape Adaptation for Zero-Shot Generalization in Vision-Language Models—0
Advances in Multimodal Adaptation and Generalization: From Traditional Approaches to Foundation ModelsCode3
Scalable Benchmarking and Robust Learning for Noise-Free Ego-Motion and 3D Reconstruction from Noisy VideoCode2
Towards Robust Multimodal Open-set Test-time Adaptation via Adaptive Entropy-aware OptimizationCode1
Training-Free Zero-Shot Temporal Action Detection with Vision-Language ModelsCode1
Continual Test-Time Adaptation for Single Image Defocus Deblurring via Causal Siamese Networks—0
TAMER: A Test-Time Adaptive MoE-Driven Framework for EHR Representation LearningCode0
Battling the Non-stationarity in Time Series Forecasting via Test-time AdaptationCode1
Online Gaussian Test-Time Adaptation of Vision-Language ModelsCode1
Realistic Test-Time Adaptation of Vision-Language ModelsCode2
InDeed: Interpretable image deep decomposition with guaranteed generalizability—0
PURA: Parameter Update-Recovery Test-Time Adaption for RGB-T Tracking—0
Maintaining Consistent Inter-Class Topology in Continual Test-Time Adaptation—0
Free on the Fly: Enhancing Flexibility in Test-Time Adaptation with Online EM—0
Effortless Active Labeling for Long-Term Test-Time AdaptationCode0
Hierarchical Knowledge Prompt Tuning for Multi-task Test-Time Adaptation—0
Tartan IMU: A Light Foundation Model for Inertial Positioning in Robotics—0
SPARNet: Continual Test-Time Adaptation via Sample Partitioning Strategy and Anti-Forgetting Regularization—0
Exploring Structured Semantic Priors Underlying Diffusion Score for Test-time AdaptationCode1
Augmented Contrastive Clustering with Uncertainty-Aware Prototyping for Time Series Test Time Adaptation—0
Maintain Plasticity in Long-timescale Continual Test-time Adaptation—0
Multiple Consistency-guided Test-Time Adaptation for Contrastive Audio-Language Models with Unlabeled Audio—0
Learning to Generate Gradients for Test-Time Adaptation via Test-Time Training LayersCode1
Foundation Models Meet Low-Cost Sensors: Test-Time Adaptation for Rescaling Disparity for Zero-Shot Metric Depth Estimation—0
Fully Test-time Adaptation for Tabular Data—0
TTAQ: Towards Stable Post-training Quantization in Continuous Domain Adaptation—0
Diffusion-Enhanced Test-time Adaptation with Text and Image AugmentationCode2
Dynamic Prompt Allocation and Tuning for Continual Test-Time AdaptationCode0
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram—0
T-TIME: Test-Time Information Maximization Ensemble for Plug-and-Play BCIsCode1
Bridging the Gap for Test-Time Multimodal Sentiment AnalysisCode1
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