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Test-time Adaptation

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TitleStatusHype
Uncertainty-Aware Test-Time Adaptation for Inverse Consistent Diffeomorphic Lung Image Registration—0
UMFC: Unsupervised Multi-Domain Feature Calibration for Vision-Language ModelsCode0
PCoTTA: Continual Test-Time Adaptation for Multi-Task Point Cloud Understanding—0
Analytic Continual Test-Time Adaptation for Multi-Modality Corruption—0
Test-time Adaptation for Cross-modal Retrieval with Query Shift—0
Feature Augmentation based Test-Time Adaptation—0
Day-Night Adaptation: An Innovative Source-free Adaptation Framework for Medical Image Segmentation—0
Test-time adaptation for image compression with distribution regularization—0
Domain-Conditioned Transformer for Fully Test-time AdaptationCode0
Generating Model Parameters for Controlling: Parameter Diffusion for Controllable Multi-Task Recommendation—0
MITA: Bridging the Gap between Model and Data for Test-time Adaptation—0
AdaShadow: Responsive Test-time Model Adaptation in Non-stationary Mobile Environments—0
Test-Time Intensity Consistency Adaptation for Shadow Detection—0
AdaRC: Mitigating Graph Structure Shifts during Test-Time—0
Toward generalizable learning of all (linear) first-order methods via memory augmented Transformers—0
On the Adversarial Risk of Test Time Adaptation: An Investigation into Realistic Test-Time Data Poisoning—0
Test-Time Adaptation for Keypoint-Based Spacecraft Pose Estimation Based on Predicted-View SynthesisCode0
Selective Test-Time Adaptation for Unsupervised Anomaly Detection using Neural Implicit RepresentationsCode0
DOTA: Distributional Test-Time Adaptation of Vision-Language Models—0
Bi-TTA: Bidirectional Test-Time Adapter for Remote Physiological Measurement—0
Personalized Speech Recognition for Children with Test-Time Adaptation—0
SMILE: Speech Meta In-Context Learning for Low-Resource Language Automatic Speech Recognition—0
DARDA: Domain-Aware Real-Time Dynamic Neural Network Adaptation—0
ETAGE: Enhanced Test Time Adaptation with Integrated Entropy and Gradient Norms for Robust Model PerformanceCode0
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
Improving Out-of-Distribution Data Handling and Corruption Resistance via Modern Hopfield NetworksCode0
MeTTA: Single-View to 3D Textured Mesh Reconstruction with Test-Time Adaptation—0
Source-Free Test-Time Adaptation For Online Surface-Defect Detection—0
DATTA: Towards Diversity Adaptive Test-Time Adaptation in Dynamic Wild World—0
Protected Test-Time Adaptation via Online Entropy Matching: A Betting Approach—0
CloudFixer: Test-Time Adaptation for 3D Point Clouds via Diffusion-Guided Geometric TransformationCode0
Realistic Evaluation of Test-Time Adaptation Algorithms: Unsupervised Hyperparameter Selection—0
ESCAPE: Energy-based Selective Adaptive Correction for Out-of-distribution 3D Human Pose Estimation—0
Fully Test-Time rPPG Estimation via Synthetic Signal-Guided Feature Learning—0
Adaptive Cascading Network for Continual Test-Time AdaptationCode0
Temporal Test-Time Adaptation with State-Space Models—0
Calibrated Diverse Ensemble Entropy Minimization for Robust Test-Time Adaptation in Prostate Cancer Detection—0
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
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
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
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