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Test-time Adaptation
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Towards Robust Multimodal Open-set Test-time Adaptation via Adaptive Entropy-aware Optimization
Continual Test-Time Adaptation for Single Image Defocus Deblurring via Causal Siamese Networks
TAMER: A Test-Time Adaptive MoE-Driven Framework for EHR Representation Learning
Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation
Online Gaussian Test-Time Adaptation of Vision-Language Models
Realistic Test-Time Adaptation of Vision-Language Models
InDeed: Interpretable image deep decomposition with guaranteed generalizability
SPARNet: Continual Test-Time Adaptation via Sample Partitioning Strategy and Anti-Forgetting Regularization
Exploring Structured Semantic Priors Underlying Diffusion Score for Test-time Adaptation
Augmented Contrastive Clustering with Uncertainty-Aware Prototyping for Time Series Test Time Adaptation
Maintain Plasticity in Long-timescale Continual Test-time Adaptation
Multiple Consistency-guided Test-Time Adaptation for Contrastive Audio-Language Models with Unlabeled Audio
Learning to Generate Gradients for Test-Time Adaptation via Test-Time Training Layers
Foundation Models Meet Low-Cost Sensors: Test-Time Adaptation for Rescaling Disparity for Zero-Shot Metric Depth Estimation
Fully Test-time Adaptation for Tabular Data
TTAQ: Towards Stable Post-training Quantization in Continuous Domain Adaptation
Dynamic Prompt Allocation and Tuning for Continual Test-Time Adaptation
Diffusion-Enhanced Test-time Adaptation with Text and Image Augmentation
Bridging the Gap for Test-Time Multimodal Sentiment Analysis
T-TIME: Test-Time Information Maximization Ensemble for Plug-and-Play BCIs
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram
Enhancing Robustness of CLIP to Common Corruptions through Bimodal Test-Time Adaptation
CRISP: Object Pose and Shape Estimation with Test-Time Adaptation
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation
Improving Accuracy and Generalization for Efficient Visual Tracking
Improving Batch Normalization with TTA for Robust Object Detection in Self-Driving
Words Matter: Leveraging Individual Text Embeddings for Code Generation in CLIP Test-Time Adaptation
New Test-Time Scenario for Biosignal: Concept and Its Approach
DreamRunner: Fine-Grained Storytelling Video Generation with Retrieval-Augmented Motion Adaptation
Test-time Alignment-Enhanced Adapter for Vision-Language Models
Test-Time Adaptation of 3D Point Clouds via Denoising Diffusion Models
DATTA: Domain-Adversarial Test-Time Adaptation for Cross-Domain WiFi-Based Human Activity Recognition
Label Distribution Shift-Aware Prediction Refinement for Test-Time Adaptation
Decentralizing Test-time Adaptation under Heterogeneous Data Streams
StreamAdapter: Efficient Test Time Adaptation from Contextual Streams
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