Cover Image

When and Where to Reset Matters for Long-Term Test-Time Adaptation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lim, Taejun, Hwang, Joong-Won, Lee, Kibok
Format:	Preprint
Published:	2026
Subjects:	Machine Learning Artificial Intelligence Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Automated Model Evaluation for Object Detection via Prediction Consistency and Reliability
by: Yoo, Seungju, et al.
Published: (2025)

Effortless Active Labeling for Long-Term Test-Time Adaptation
by: Wang, Guowei, et al.
Published: (2025)

On the Effectiveness of Supervision in Asymmetric Non-Contrastive Learning
by: Oh, Jeongheon, et al.
Published: (2024)

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

Improving Calibration in Test-Time Prompt Tuning for Vision-Language Models via Data-Free Flatness-Aware Prompt Pretraining
by: Jang, Hyeonseo, et al.
Published: (2026)

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

Soft Task-Aware Routing of Experts for Equivariant Representation Learning
by: Jeon, Jaebyeong, et al.
Published: (2025)

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

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)

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

SF(DA)$^2$: Source-free Domain Adaptation Through the Lens of Data Augmentation
by: Hwang, Uiwon, et al.
Published: (2024)

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

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

When Test-Time Adaptation Meets Self-Supervised Models
by: Han, Jisu, et al.
Published: (2025)

When Test-Time Guidance Is Enough: Fast Image and Video Editing with Diffusion Guidance
by: Ghorbel, Ahmed, et al.
Published: (2026)

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)

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

Feature-Based Instance Neighbor Discovery: Advanced Stable Test-Time Adaptation in Dynamic World
by: Jiang, Qinting, 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)

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

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

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

Where and How to Perturb: On the Design of Perturbation Guidance in Diffusion and Flow Models
by: Ahn, Donghoon, et al.
Published: (2025)

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

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

Quadratic Upper Bound for Boosting Robustness
by: You, Euijin, et al.
Published: (2026)

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

Know Where You're Uncertain When Planning with Multimodal Foundation Models: A Formal Framework
by: Bhatt, Neel P., et al.
Published: (2024)

Buffer layers for Test-Time Adaptation
by: Kim, Hyeongyu, et al.
Published: (2025)

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

Where Bits Matter in World Model Planning: A Paired Mixed-Bit Study for Efficient Spatial Reasoning
by: Ranganath, Suraj, et al.
Published: (2026)

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)

SeMoBridge: Semantic Modality Bridge for Efficient Few-Shot Adaptation of CLIP
by: Timmermann, Christoph, et al.
Published: (2025)

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

Pixel-level Scene Understanding in One Token: Visual States Need What-is-Where Composition
by: Lee, Seokmin, et al.
Published: (2026)

DARDA: Domain-Aware Real-Time Dynamic Neural Network Adaptation
by: Rifat, Shahriar, et al.
Published: (2024)