Cover Image

Effortless Active Labeling for Long-Term Test-Time Adaptation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Guowei, Ding, Changxing
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

When and Where to Reset Matters for Long-Term Test-Time Adaptation
by: Lim, Taejun, et al.
Published: (2026)

AETTA: Label-Free Accuracy Estimation for Test-Time Adaptation
by: Lee, Taeckyung, et al.
Published: (2024)

Annotation-Efficient Active Test-Time Adaptation with Conformal Prediction
by: Shi, Tingyu, et al.
Published: (2025)

Label Distribution Shift-Aware Prediction Refinement for Test-Time Adaptation
by: Jang, Minguk, et al.
Published: (2024)

Evaluation of Test-Time Adaptation Under Computational Time Constraints
by: Alfarra, Motasem, et al.
Published: (2023)

Optimization-Free Test-Time Adaptation for Cross-Person Activity Recognition
by: Wang, Shuoyuan, et al.
Published: (2023)

AutoMiSeg: Automatic Medical Image Segmentation via Test-Time Adaptation of Foundation Models
by: Li, Xingjian, et al.
Published: (2025)

A Layer Selection Approach to Test Time Adaptation
by: Sahoo, Sabyasachi, et al.
Published: (2024)

Temporal Test-Time Adaptation with State-Space Models
by: Schirmer, Mona, et al.
Published: (2024)

DirMixE: Harnessing Test Agnostic Long-tail Recognition with Hierarchical Label Vartiations
by: Yang, Zhiyong, et al.
Published: (2024)

Feature-Based Instance Neighbor Discovery: Advanced Stable Test-Time Adaptation in Dynamic World
by: Jiang, Qinting, et al.
Published: (2025)

A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts
by: Liang, Jian, et al.
Published: (2023)

MoETTA: Test-Time Adaptation Under Mixed Distribution Shifts with MoE-LayerNorm
by: Fan, Xiao, et al.
Published: (2025)

Exploring Test Time Adaptation for Subcortical Segmentation of the Fetal Brain in 3D Ultrasound
by: Omolegan, Joshua, et al.
Published: (2025)

Spurious Feature Eraser: Stabilizing Test-Time Adaptation for Vision-Language Foundation Model
by: Ma, Huan, et al.
Published: (2024)

AR-TTA: A Simple Method for Real-World Continual Test-Time Adaptation
by: Sójka, Damian, et al.
Published: (2023)

To Label or Not to Label: PALM -- A Predictive Model for Evaluating Sample Efficiency in Active Learning Models
by: Machnio, Julia, et al.
Published: (2025)

Learn from the Learnt: Source-Free Active Domain Adaptation via Contrastive Sampling and Visual Persistence
by: Lyu, Mengyao, et al.
Published: (2024)

Discover Your Neighbors: Advanced Stable Test-Time Adaptation in Dynamic World
by: Jiang, Qinting, et al.
Published: (2024)

TTA-DAME: Test-Time Adaptation with Domain Augmentation and Model Ensemble for Dynamic Driving Conditions
by: Jeon, Dongjae, et al.
Published: (2025)

Uncertainty-Aware Test-Time Adaptation for Cross-Region Spatio-Temporal Fusion of Land Surface Temperature
by: Bouaziz, Sofiane, et al.
Published: (2026)

COSMIC: Clique-Oriented Semantic Multi-space Integration for Robust CLIP Test-Time Adaptation
by: Huang, Fanding, et al.
Published: (2025)

A3: Active Adversarial Alignment for Source-Free Domain Adaptation
by: Eze, Chrisantus, et al.
Published: (2024)

Balancing Accuracy, Calibration, and Efficiency in Active Learning with Vision Transformers Under Label Noise
by: Mots'oehli, Moseli, et al.
Published: (2025)

ETA: Energy-based Test-time Adaptation for Depth Completion
by: Chung, Younjoon, et al.
Published: (2025)

Activation Matters: Test-time Activated Negative Labels for OOD Detection with Vision-Language Models
by: Zhang, Yabin, et al.
Published: (2026)

Do Language Models Understand Time?
by: Ding, Xi, et al.
Published: (2024)

Trust-Aware Joint Feature-Prediction Discrepancy for Robust Domain Adaptation
by: Ding, Xi, et al.
Published: (2026)

GCI-ViTAL: Gradual Confidence Improvement with Vision Transformers for Active Learning on Label Noise
by: Mots'oehli, Moseli, et al.
Published: (2024)

Distribution-Aware Robust Learning from Long-Tailed Data with Noisy Labels
by: Baik, Jae Soon, et al.
Published: (2024)

Test-Time Discovery via Hashing Memory
by: Lyu, Fan, et al.
Published: (2025)

FIESTA: Fisher Information-based Efficient Selective Test-time Adaptation
by: Honarmand, Mohammadmahdi, et al.
Published: (2025)

MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling
by: Zhang, Xuzhe, et al.
Published: (2023)

Threshold Modulation for Online Test-Time Adaptation of Spiking Neural Networks
by: Zhao, Kejie, et al.
Published: (2025)

Temporal Restoration and Spatial Rewiring for Source-Free Multivariate Time Series Domain Adaptation
by: Gong, Peiliang, et al.
Published: (2025)

Improving Multi-Label Contrastive Learning by Leveraging Label Distribution
by: Chen, Ning, et al.
Published: (2025)

Learning to Stop Overthinking at Test Time
by: Bao, Hieu Tran, et al.
Published: (2025)

Distilling Knowledge for Short-to-Long Term Trajectory Prediction
by: Das, Sourav, et al.
Published: (2023)

Is Less More? Exploring Token Condensation as Training-free Test-time Adaptation
by: Wang, Zixin, et al.
Published: (2024)

Learning Time in Static Classifiers
by: Ding, Xi, et al.
Published: (2025)