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Test-time Adaptation

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Showing 1–50 of 484 papers

TitleStatusHype
Helping CLIP See Both the Forest and the Trees: A Decomposition and Description Approach—0
DC-TTA: Divide-and-Conquer Framework for Test-Time Adaptation of Interactive Segmentation—0
Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided RefinementCode0
Keeping Medical AI Healthy: A Review of Detection and Correction Methods for System Degradation—0
Exploring Audio Cues for Enhanced Test-Time Video Model AdaptationCode0
Test-Time Adaptation for Generalizable Task Progress Estimation—0
SUTA-LM: Bridging Test-Time Adaptation and Language Model Rescoring for Robust ASR—0
E-BATS: Efficient Backpropagation-Free Test-Time Adaptation for Speech Foundation Models—0
Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object SegmentationCode0
SAM-aware Test-time Adaptation for Universal Medical Image SegmentationCode0
AVROBUSTBENCH: Benchmarking the Robustness of Audio-Visual Recognition Models at Test-TimeCode1
From Controlled Scenarios to Real-World: Cross-Domain Degradation Pattern Matching for All-in-One Image Restoration—0
Test-Time Adaptation of Vision-Language Models for Open-Vocabulary Semantic SegmentationCode1
Energy-based Preference Optimization for Test-time Adaptation—0
JEDI: The Force of Jensen-Shannon Divergence in Disentangling Diffusion Models—0
Test-Time Adaptation with Binary FeedbackCode0
MADCAT: Combating Malware Detection Under Concept Drift with Test-Time Adaptation—0
Think Twice before Adaptation: Improving Adaptability of DeepFake Detection via Online Test-Time AdaptationCode0
Dynamic Manipulation of Deformable Objects in 3D: Simulation, Benchmark and Learning Strategy—0
DART^3: Leveraging Distance for Test Time Adaptation in Person Re-Identification—0
CodeMerge: Codebook-Guided Model Merging for Robust Test-Time Adaptation in Autonomous Driving—0
TRAIL: Transferable Robust Adversarial Images via Latent diffusion—0
Higher-Order Asymptotics of Test-Time Adaptation for Batch Normalization Statistics—0
Ranked Entropy Minimization for Continual Test-Time AdaptationCode2
ReservoirTTA: Prolonged Test-time Adaptation for Evolving and Recurring Domains—0
AdaKWS: Towards Robust Keyword Spotting with Test-Time Adaptation—0
FedCTTA: A Collaborative Approach to Continual Test-Time Adaptation in Federated Learning—0
From Local Details to Global Context: Advancing Vision-Language Models with Attention-Based SelectionCode1
Uniformity First: Uniformity-aware Test-time Adaptation of Vision-language Models against Image CorruptionCode0
MINGLE: Mixtures of Null-Space Gated Low-Rank Experts for Test-Time Continual Model Merging—0
UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models—0
FRET: Feature Redundancy Elimination for Test Time Adaptation—0
APCoTTA: Continual Test-Time Adaptation for Semantic Segmentation of Airborne LiDAR Point CloudsCode0
Threshold Modulation for Online Test-Time Adaptation of Spiking Neural NetworksCode0
SEVA: Leveraging Single-Step Ensemble of Vicinal Augmentations for Test-Time Adaptation—0
Mitigating Image Captioning Hallucinations in Vision-Language Models—0
TeDA: Boosting Vision-Lanuage Models for Zero-Shot 3D Object Retrieval via Testing-time Distribution AlignmentCode0
On-demand Test-time Adaptation for Edge Devices—0
BoTTA: Benchmarking on-device Test Time Adaptation—0
Geometric Consistency Refinement for Single Image Novel View Synthesis via Test-Time Adaptation of Diffusion Models—0
Self-Bootstrapping for Versatile Test-Time Adaptation—0
SPACE: SPike-Aware Consistency Enhancement for Test-Time Adaptation in Spiking Neural Networks—0
Test-time Adaptation for Foundation Medical Segmentation Model without Parametric Updates—0
COSMIC: Clique-Oriented Semantic Multi-space Integration for Robust CLIP Test-Time AdaptationCode1
FIESTA: Fisher Information-based Efficient Selective Test-time Adaptation—0
SURGEON: Memory-Adaptive Fully Test-Time Adaptation via Dynamic Activation SparsityCode2
D2SA: Dual-Stage Distribution and Slice Adaptation for Efficient Test-Time Adaptation in MRI Reconstruction—0
Mitigating Cache Noise in Test-Time Adaptation for Large Vision-Language Models—0
LeanTTA: A Backpropagation-Free and Stateless Approach to Quantized Test-Time Adaptation on Edge Devices—0
SCAP: Transductive Test-Time Adaptation via Supportive Clique-based Attribute PromptingCode0
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