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Test-time Adaptation

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Showing 251–300 of 484 papers

TitleStatusHype
Gradient Alignment with Prototype Feature for Fully Test-time Adaptation—0
BECoTTA: Input-dependent Online Blending of Experts for Continual Test-time Adaptation—0
Variational Continual Test-Time Adaptation—0
Channel-Selective Normalization for Label-Shift Robust Test-Time Adaptation—0
Test-Time Adaptation for Depth CompletionCode1
COMET: Contrastive Mean Teacher for Online Source-Free Universal Domain AdaptationCode0
Resilient Practical Test-Time Adaptation: Soft Batch Normalization Alignment and Entropy-driven Memory Bank—0
CNG-SFDA:Clean-and-Noisy Region Guided Online-Offline Source-Free Domain AdaptationCode0
Un-Mixing Test-Time Normalization Statistics: Combatting Label Temporal CorrelationCode0
Decoupled Prototype Learning for Reliable Test-Time Adaptation—0
Online Test-Time Adaptation of Spatial-Temporal Traffic Flow ForecastingCode1
Plug-and-Play Transformer Modules for Test-Time Adaptation—0
CONTRAST: Continual Multi-source Adaptation to Dynamic Distributions—0
Source-Free Online Domain Adaptive Semantic Segmentation of Satellite Images under Image Degradation—0
Diversity-aware Buffer for Coping with Temporally Correlated Data Streams in Online Test-time Adaptation—0
Improved Self-Training for Test-Time AdaptationCode0
Fast Adaptation for Human Pose Estimation via Meta-Optimization—0
TTA-EVF: Test-Time Adaptation for Event-based Video Frame Interpolation via Reliable Pixel and Sample EstimationCode0
NC-TTT: A Noise Constrastive Approach for Test-Time TrainingCode1
Test-Time Linear Out-of-Distribution DetectionCode1
What How and When Should Object Detectors Update in Continually Changing Test Domains?Code1
Modality-Collaborative Test-Time Adaptation for Action Recognition—0
ManipLLM: Embodied Multimodal Large Language Model for Object-Centric Robotic Manipulation—0
Continual-MAE: Adaptive Distribution Masked Autoencoders for Continual Test-Time Adaptation—0
When Model Meets New Normals: Test-time Adaptation for Unsupervised Time-series Anomaly DetectionCode1
Unraveling Batch Normalization for Realistic Test-Time AdaptationCode0
What, How, and When Should Object Detectors Update in Continually Changing Test Domains?Code1
Relax Image-Specific Prompt Requirement in SAM: A Single Generic Prompt for Segmenting Camouflaged ObjectsCode1
DG-TTA: Out-of-domain Medical Image Segmentation through Augmentation and Descriptor-driven Domain Generalization and Test-Time AdaptationCode1
Singular Value Penalization and Semantic Data Augmentation for Fully Test-Time Adaptation—0
Separate-and-Enhance: Compositional Finetuning for Text2Image Diffusion Models—0
Target to Source: Guidance-Based Diffusion Model for Test-Time Adaptation—0
DARNet: Bridging Domain Gaps in Cross-Domain Few-Shot Segmentation with Dynamic Adaptation—0
Few Clicks Suffice: Active Test-Time Adaptation for Semantic Segmentation—0
Test-Time Degradation Adaptation for Open-Set Image RestorationCode0
Persistent Test-time Adaptation in Recurring Testing ScenariosCode1
Beyond Entropy: Style Transfer Guided Single Image Continual Test-Time Adaptation—0
Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image SegmentationCode1
Calibration-free online test-time adaptation for electroencephalography motor imagery decodingCode1
Turn Down the Noise: Leveraging Diffusion Models for Test-time Adaptation via Pseudo-label Ensembling—0
Model-free Test Time Adaptation for Out-Of-Distribution Detection—0
Self-Supervised Motion Magnification by Backpropagating Through Optical Flow—0
Diffusion-TTA: Test-time Adaptation of Discriminative Models via Generative FeedbackCode1
TEA: Test-time Energy AdaptationCode1
Fast-Slow Test-Time Adaptation for Online Vision-and-Language NavigationCode1
Domain Generalization of 3D Object Detection by Density-ResamplingCode0
Effective Large Language Model Adaptation for Improved Grounding and Citation Generation—0
Gradient-Map-Guided Adaptive Domain Generalization for Cross Modality MRI SegmentationCode1
Leveraging Multiple Teachers for Test-Time Adaptation of Language-Guided ClassifiersCode0
Layer-wise Auto-Weighting for Non-Stationary Test-Time AdaptationCode0
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