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Test-time Adaptation
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Uncertainty-Aware Test-Time Adaptation for Inverse Consistent Diffeomorphic Lung Image Registration
UMFC: Unsupervised Multi-Domain Feature Calibration for Vision-Language Models
Beyond Model Adaptation at Test Time: A Survey
Test-Time Adaptation in Point Clouds: Leveraging Sampling Variation with Weight Averaging
PCoTTA: Continual Test-Time Adaptation for Multi-Task Point Cloud Understanding
Analytic Continual Test-Time Adaptation for Multi-Modality Corruption
Test-time Adaptation for Cross-modal Retrieval with Query Shift
TALoS: Enhancing Semantic Scene Completion via Test-time Adaptation on the Line of Sight
BoostAdapter: Improving Vision-Language Test-Time Adaptation via Regional Bootstrapping
Feature Augmentation based Test-Time Adaptation
Day-Night Adaptation: An Innovative Source-free Adaptation Framework for Medical Image Segmentation
Test-time adaptation for image compression with distribution regularization
Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models
Is Less More? Exploring Token Condensation as Training-free Adaptation for CLIP
Domain-Conditioned Transformer for Fully Test-time Adaptation
Generating Model Parameters for Controlling: Parameter Diffusion for Controllable Multi-Task Recommendation
MITA: Bridging the Gap between Model and Data for Test-time Adaptation
Test-Time Intensity Consistency Adaptation for Shadow Detection
AdaShadow: Responsive Test-time Model Adaptation in Non-stationary Mobile Environments
AdaRC: Mitigating Graph Structure Shifts during Test-Time
LLM Embeddings Improve Test-time Adaptation to Tabular $Y|X$-Shifts
Toward generalizable learning of all (linear) first-order methods via memory augmented Transformers
On the Adversarial Risk of Test Time Adaptation: An Investigation into Realistic Test-Time Data Poisoning
Fine-Tuning CLIP's Last Visual Projector: A Few-Shot Cornucopia
Test-Time Adaptation for Keypoint-Based Spacecraft Pose Estimation Based on Predicted-View Synthesis
Test-time Adaptation for Regression by Subspace Alignment
Selective Test-Time Adaptation for Unsupervised Anomaly Detection using Neural Implicit Representations
PASS:Test-Time Prompting to Adapt Styles and Semantic Shapes in Medical Image Segmentation
DOTA: Distributional Test-Time Adaptation of Vision-Language Models
Bi-TTA: Bidirectional Test-Time Adapter for Remote Physiological Measurement
Personalized Speech Recognition for Children with Test-Time Adaptation
Recent Advances in OOD Detection: Problems and Approaches
SMILE: Speech Meta In-Context Learning for Low-Resource Language Automatic Speech Recognition
DARDA: Domain-Aware Real-Time Dynamic Neural Network Adaptation
ETAGE: Enhanced Test Time Adaptation with Integrated Entropy and Gradient Norms for Robust Model Performance
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