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Test-time Adaptation

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Showing 201–250 of 484 papers

TitleStatusHype
Fully Test-Time Adaptation for Monocular 3D Object DetectionCode2
Exploring Human-in-the-Loop Test-Time Adaptation by Synergizing Active Learning and Model SelectionCode0
Frustratingly Easy Test-Time Adaptation of Vision-Language ModelsCode2
Decomposing the Neurons: Activation Sparsity via Mixture of Experts for Continual Test Time AdaptationCode2
A Lost Opportunity for Vision-Language Models: A Comparative Study of Online Test-Time Adaptation for Vision-Language ModelsCode0
Controllable Continual Test-Time AdaptationCode1
Towards Clinician-Preferred Segmentation: Leveraging Human-in-the-Loop for Test Time Adaptation in Medical Image Segmentation—0
Enhanced Online Test-time Adaptation with Feature-Weight Cosine AlignmentCode0
RETTA: Retrieval-Enhanced Test-Time Adaptation for Zero-Shot Video Captioning—0
Dual-Image Enhanced CLIP for Zero-Shot Anomaly Detection—0
MedAdapter: Efficient Test-Time Adaptation of Large Language Models towards Medical ReasoningCode1
Track2Act: Predicting Point Tracks from Internet Videos enables Generalizable Robot Manipulation—0
CLIPArTT: Adaptation of CLIP to New Domains at Test TimeCode1
Multi-Stream Cellular Test-Time Adaptation of Real-Time Models Evolving in Dynamic EnvironmentsCode1
Adversarial Reweighting with α-Power Maximization for Domain AdaptationCode1
Combating Missing Modalities in Egocentric Videos at Test Time—0
Test-Time Training on Graphs with Large Language Models (LLMs)—0
Domain-Specific Block Selection and Paired-View Pseudo-Labeling for Online Test-Time AdaptationCode1
In-Context Learning State Vector with Inner and Momentum OptimizationCode1
NC-TTT: A Noise Contrastive Approach for Test-Time TrainingCode1
Unified Entropy Optimization for Open-Set Test-Time AdaptationCode1
Test-Time Adaptation with SaLIP: A Cascade of SAM and CLIP for Zero shot Medical Image SegmentationCode2
Test-Time Zero-Shot Temporal Action LocalizationCode2
Active Test-Time Adaptation: Theoretical Analyses and An AlgorithmCode1
Layerwise Early Stopping for Test Time Adaptation—0
Test-Time Model Adaptation with Only Forward PassesCode2
DPA-Net: Structured 3D Abstraction from Sparse Views via Differentiable Primitive Assembly—0
AETTA: Label-Free Accuracy Estimation for Test-Time AdaptationCode1
GDA: Generalized Diffusion for Robust Test-time Adaptation—0
MedBN: Robust Test-Time Adaptation against Malicious Test Samples—0
Backpropagation-free Network for 3D Test-time AdaptationCode1
Efficient Test-Time Adaptation of Vision-Language Models—0
Test-time Adaptation Meets Image Enhancement: Improving Accuracy via Uncertainty-aware Logit Switching—0
Out-of-distribution Rumor Detection via Test-Time Adaptation—0
RetiGen: A Framework for Generalized Retinal Diagnosis Using Multi-View Fundus ImagesCode0
C-TPT: Calibrated Test-Time Prompt Tuning for Vision-Language Models via Text Feature DispersionCode1
Test-time Similarity Modification for Person Re-identification toward Temporal Distribution ShiftCode0
Uncertainty-Calibrated Test-Time Model Adaptation without Forgetting—0
Efficient Diffusion-Driven Corruption Editor for Test-Time AdaptationCode0
Efficient Domain Adaptation for Endoscopic Visual Odometry—0
PALM: Pushing Adaptive Learning Rate Mechanisms for Continual Test-Time AdaptationCode0
Genuine Knowledge from Practice: Diffusion Test-Time Adaptation for Video Adverse Weather RemovalCode1
Entropy is not Enough for Test-Time Adaptation: From the Perspective of Disentangled FactorsCode1
Reliable Spatial-Temporal Voxels For Multi-Modal Test-Time AdaptationCode1
Harnessing Meta-Learning for Improving Full-Frame Video StabilizationCode1
TTA-Nav: Test-time Adaptive Reconstruction for Point-Goal Navigation under Visual CorruptionsCode0
Mitigating the Bias in the Model for Continual Test-Time Adaptation—0
Spurious Feature Eraser: Stabilizing Test-Time Adaptation for Vision-Language Foundation ModelCode0
Spectral Meets Spatial: Harmonising 3D Shape Matching and Interpolation—0
Medical Image Segmentation with InTEnt: Integrated Entropy Weighting for Single Image Test-Time AdaptationCode1
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