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Test-time Adaptation

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TitleStatusHype
Multi-Source Test-Time Adaptation as Dueling Bandits for Extractive Question AnsweringCode0
PALM: Pushing Adaptive Learning Rate Mechanisms for Continual Test-Time AdaptationCode0
Parameter-Selective Continual Test-Time AdaptationCode0
pSTarC: Pseudo Source Guided Target Clustering for Fully Test-Time AdaptationCode0
Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided RefinementCode0
RetiGen: A Framework for Generalized Retinal Diagnosis Using Multi-View Fundus ImagesCode0
Robust Mean Teacher for Continual and Gradual Test-Time AdaptationCode0
Robust Question Answering against Distribution Shifts with Test-Time Adaptation: An Empirical StudyCode0
SAM-aware Test-time Adaptation for Universal Medical Image SegmentationCode0
Scale-aware Test-time Click Adaptation for Pulmonary Nodule and Mass SegmentationCode0
SCAP: Transductive Test-Time Adaptation via Supportive Clique-based Attribute PromptingCode0
Selective Test-Time Adaptation for Unsupervised Anomaly Detection using Neural Implicit RepresentationsCode0
Self-supervised Amodal Video Object SegmentationCode0
Self-Train Before You TranscribeCode0
Single-Shot Domain Adaptation via Target-Aware Generative AugmentationCode0
Smoothing the Shift: Towards Stable Test-Time Adaptation under Complex Multimodal NoisesCode0
Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object SegmentationCode0
TAMER: A Test-Time Adaptive MoE-Driven Framework for EHR Representation LearningCode0
Target-Aware Generative Augmentations for Single-Shot AdaptationCode0
TeDA: Boosting Vision-Lanuage Models for Zero-Shot 3D Object Retrieval via Testing-time Distribution AlignmentCode0
Test Time Adaptation for Blind Image Quality AssessmentCode0
Test-Time Adaptation for Keypoint-Based Spacecraft Pose Estimation Based on Predicted-View SynthesisCode0
Test-Time Adaptation of 3D Point Clouds via Denoising Diffusion ModelsCode0
Test time Adaptation through Perturbation RobustnessCode0
Test-Time Adaptation with Binary FeedbackCode0
Test-time Alignment-Enhanced Adapter for Vision-Language ModelsCode0
Test-time Similarity Modification for Person Re-identification toward Temporal Distribution ShiftCode0
Think Twice before Adaptation: Improving Adaptability of DeepFake Detection via Online Test-Time AdaptationCode0
Threshold Modulation for Online Test-Time Adaptation of Spiking Neural NetworksCode0
TTA-EVF: Test-Time Adaptation for Event-based Video Frame Interpolation via Reliable Pixel and Sample EstimationCode0
TTA-Nav: Test-time Adaptive Reconstruction for Point-Goal Navigation under Visual CorruptionsCode0
UMFC: Unsupervised Multi-Domain Feature Calibration for Vision-Language ModelsCode0
Uniformity First: Uniformity-aware Test-time Adaptation of Vision-language Models against Image CorruptionCode0
Universal Test-time Adaptation through Weight Ensembling, Diversity Weighting, and Prior CorrectionCode0
Un-Mixing Test-Time Normalization Statistics: Combatting Label Temporal CorrelationCode0
Unraveling Batch Normalization for Realistic Test-Time AdaptationCode0
Words Matter: Leveraging Individual Text Embeddings for Code Generation in CLIP Test-Time AdaptationCode0
From Controlled Scenarios to Real-World: Cross-Domain Degradation Pattern Matching for All-in-One Image Restoration—0
MedBN: Robust Test-Time Adaptation against Malicious Test Samples—0
Free on the Fly: Enhancing Flexibility in Test-Time Adaptation with Online EM—0
Toward generalizable learning of all (linear) first-order methods via memory augmented Transformers—0
Fourier Test-time Adaptation with Multi-level Consistency for Robust Classification—0
Meta-Auxiliary Learning for Adaptive Human Pose Prediction—0
Foundation Models Meet Low-Cost Sensors: Test-Time Adaptation for Rescaling Disparity for Zero-Shot Metric Depth Estimation—0
Track2Act: Predicting Point Tracks from Internet Videos enables Generalizable Robot Manipulation—0
CONTRAST: Continual Multi-source Adaptation to Dynamic Distributions—0
TRAIL: Transferable Robust Adversarial Images via Latent diffusion—0
SMILE: Speech Meta In-Context Learning for Low-Resource Language Automatic Speech Recognition—0
MeTTA: Single-View to 3D Textured Mesh Reconstruction with Test-Time Adaptation—0
MINGLE: Mixtures of Null-Space Gated Low-Rank Experts for Test-Time Continual Model Merging—0
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