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Test-time Adaptation

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Showing 151–200 of 484 papers

TitleStatusHype
Hybrid-TTA: Continual Test-time Adaptation via Dynamic Domain Shift Detection—0
Test-Time Certifiable Self-Supervision to Bridge the Sim2Real Gap in Event-Based Satellite Pose Estimation—0
Enhancing Test Time Adaptation with Few-shot Guidance—0
Low Saturation Confidence Distribution-based Test-Time Adaptation for Cross-Domain Remote Sensing Image Classification—0
Dual-Path Adversarial Lifting for Domain Shift Correction in Online Test-time AdaptationCode0
MeTTA: Single-View to 3D Textured Mesh Reconstruction with Test-Time Adaptation—0
Improving Out-of-Distribution Data Handling and Corruption Resistance via Modern Hopfield NetworksCode0
Source-Free Test-Time Adaptation For Online Surface-Defect Detection—0
DATTA: Towards Diversity Adaptive Test-Time Adaptation in Dynamic Wild World—0
Gradient Alignment Improves Test-Time Adaptation for Medical Image SegmentationCode1
Protected Test-Time Adaptation via Online Entropy Matching: A Betting Approach—0
LI-TTA: Language Informed Test-Time Adaptation for Automatic Speech RecognitionCode1
UniTTA: Unified Benchmark and Versatile Framework Towards Realistic Test-Time AdaptationCode1
CloudFixer: Test-Time Adaptation for 3D Point Clouds via Diffusion-Guided Geometric TransformationCode0
STAMP: Outlier-Aware Test-Time Adaptation with Stable Memory ReplayCode1
ESCAPE: Energy-based Selective Adaptive Correction for Out-of-distribution 3D Human Pose Estimation—0
Realistic Evaluation of Test-Time Adaptation Algorithms: Unsupervised Hyperparameter Selection—0
Fully Test-Time rPPG Estimation via Synthetic Signal-Guided Feature Learning—0
Robust Calibration of Large Vision-Language AdaptersCode1
Calibrated Diverse Ensemble Entropy Minimization for Robust Test-Time Adaptation in Prostate Cancer Detection—0
HGL: Hierarchical Geometry Learning for Test-time Adaptation in 3D Point Cloud SegmentationCode1
Temporal Test-Time Adaptation with State-Space Models—0
Adaptive Cascading Network for Continual Test-Time AdaptationCode0
Distribution Alignment for Fully Test-Time Adaptation with Dynamic Online Data StreamsCode0
AdapTable: Test-Time Adaptation for Tabular Data via Shift-Aware Uncertainty Calibrator and Label Distribution Handler—0
Reshaping the Online Data Buffering and Organizing Mechanism for Continual Test-Time AdaptationCode1
Enhanced Model Robustness to Input Corruptions by Per-corruption Adaptation of Normalization Statistics—0
Homogeneous Speaker Features for On-the-Fly Dysarthric and Elderly Speaker Adaptation—0
Test-time adaptation for geospatial point cloud semantic segmentation with distinct domain shifts—0
Graph-Guided Test-Time Adaptation for Glaucoma Diagnosis using Fundus Photography—0
Knowledge Composition using Task Vectors with Learned Anisotropic ScalingCode1
A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular DataCode1
Parameter-Selective Continual Test-Time AdaptationCode0
Learning Visual Conditioning Tokens to Correct Domain Shift for Fully Test-time Adaptation—0
Exploring Test-Time Adaptation for Object Detection in Continually Changing Environments—0
MOS: Model Synergy for Test-Time Adaptation on LiDAR-Based 3D Object DetectionCode1
DPO: Dual-Perturbation Optimization for Test-time Adaptation in 3D Object DetectionCode0
WATT: Weight Average Test-Time Adaptation of CLIPCode2
Deep-learning-based groupwise registration for motion correction of cardiac T_1 mapping—0
Self-Train Before You TranscribeCode0
AIC MLLM: Autonomous Interactive Correction MLLM for Robust Robotic Manipulation—0
BaFTA: Backprop-Free Test-Time Adaptation For Zero-Shot Vision-Language Models—0
Continual Test-time Adaptation for End-to-end Speech Recognition on Noisy SpeechCode1
Dynamic Domains, Dynamic Solutions: DPCore for Continual Test-Time AdaptationCode1
OT-VP: Optimal Transport-guided Visual Prompting for Test-Time AdaptationCode1
Learning Domain-Invariant Features for Out-of-Context News Detection—0
Discover Your Neighbors: Advanced Stable Test-Time Adaptation in Dynamic World—0
Everything to the Synthetic: Diffusion-driven Test-time Adaptation via Synthetic-Domain AlignmentCode1
Less is More: Pseudo-Label Filtering for Continual Test-Time AdaptationCode0
Effectiveness of Vision Language Models for Open-world Single Image Test Time Adaptation—0
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