Cover Image

Hierarchical Adaptive networks with Task vectors for Test-Time Adaptation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ambekar, Sameer, Hasny, Marta, Daza, Laura, Lang, Daniel M., Schnabel, Julia A.
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

The Mean is the Mirage: Entropy-Adaptive Model Merging under Heterogeneous Domain Shifts in Medical Imaging
by: Ambekar, Sameer, et al.
Published: (2026)

Selective Test-Time Adaptation for Unsupervised Anomaly Detection using Neural Implicit Representations
by: Ambekar, Sameer, et al.
Published: (2024)

Probabilistic Test-Time Generalization by Variational Neighbor-Labeling
by: Ambekar, Sameer, et al.
Published: (2023)

Entropy Minimization without Model Collapse: Mitigating Prediction Bias in Medical Imaging
by: Nielen, Tim, et al.
Published: (2026)

Monitoring Risks in Test-Time Adaptation
by: Schirmer, Mona, et al.
Published: (2025)

GeneralizeFormer: Layer-Adaptive Model Generation across Test-Time Distribution Shifts
by: Ambekar, Sameer, et al.
Published: (2025)

Progressive Growing of Patch Size: Curriculum Learning for Accelerated and Improved Medical Image Segmentation
by: Fischer, Stefan M., et al.
Published: (2025)

Boosting Hierarchical Reinforcement Learning with Meta-Learning for Complex Task Adaptation
by: Khajooeinejad, Arash, et al.
Published: (2024)

Test-Time Adaptation with Binary Feedback
by: Lee, Taeckyung, et al.
Published: (2025)

Beyond Model Adaptation at Test Time: A Survey
by: Xiao, Zehao, et al.
Published: (2024)

Test-Time Meta-Adaptation with Self-Synthesis
by: Kaya, Zeyneb N., et al.
Published: (2026)

BoTTA: Benchmarking on-device Test Time Adaptation
by: Danilowski, Michal, et al.
Published: (2025)

Plug-and-Play Transformer Modules for Test-Time Adaptation
by: Chang, Xiangyu, et al.
Published: (2024)

Active Test-Time Adaptation: Theoretical Analyses and An Algorithm
by: Gui, Shurui, et al.
Published: (2024)

Accurate Parameter-Efficient Test-Time Adaptation for Time Series Forecasting
by: Medeiros, Heitor R., et al.
Published: (2025)

Test-Time Adaptation Induces Stronger Accuracy and Agreement-on-the-Line
by: Kim, Eungyeup, et al.
Published: (2023)

The Over-Certainty Phenomenon in Modern Test-Time Adaptation Algorithms
by: Amin, Fin, et al.
Published: (2024)

Analytic Continual Test-Time Adaptation for Multi-Modality Corruption
by: Zhang, Yufei, et al.
Published: (2024)

On the Learnability of Test-Time Adaptation: A Recovery Complexity Perspective
by: Zhou, Zhi, et al.
Published: (2026)

Change of Thought: Adaptive Test-Time Computation
by: Mathur, Mrinal, et al.
Published: (2025)

Augmented Contrastive Clustering with Uncertainty-Aware Prototyping for Time Series Test Time Adaptation
by: Gong, Peiliang, et al.
Published: (2025)

AdaNODEs: Test Time Adaptation for Time Series Forecasting Using Neural ODEs
by: Dang, Ting, et al.
Published: (2026)

POEM: Explore Unexplored Reliable Samples to Enhance Test-Time Adaptation
by: Yi, Chang'an, et al.
Published: (2025)

Learning to Learn-at-Test-Time: Language Agents with Learnable Adaptation Policies
by: Lou, Zhanzhi, et al.
Published: (2026)

Less is More: Pseudo-Label Filtering for Continual Test-Time Adaptation
by: Tan, Jiayao, et al.
Published: (2024)

Symbolic Prompt Program Search: A Structure-Aware Approach to Efficient Compile-Time Prompt Optimization
by: Schnabel, Tobias, et al.
Published: (2024)

Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation
by: Kim, HyunGi, et al.
Published: (2025)

Cross-Sample Augmented Test-Time Adaptation for Personalized Intraoperative Hypotension Prediction
by: Li, Kanxue, et al.
Published: (2025)

CANDI: Curated Test-Time Adaptation for Multivariate Time-Series Anomaly Detection Under Distribution Shift
by: Kim, HyunGi, et al.
Published: (2026)

Federated Nested Learning: Collaborative Training of Self-Referential Memories for Test-Time Adaptation
by: Chen, Hong, et al.
Published: (2026)

Lyapunov-Guided Self-Alignment: Test-Time Adaptation for Offline Safe Reinforcement Learning
by: Han, Seungyub, et al.
Published: (2026)

SCATR: Simple Calibrated Test-Time Ranking
by: Shyamal, Divya, et al.
Published: (2026)

ETAGE: Enhanced Test Time Adaptation with Integrated Entropy and Gradient Norms for Robust Model Performance
by: Shamsi, Afshar, et al.
Published: (2024)

When Normality Shifts: Risk-Aware Test-Time Adaptation for Unsupervised Tabular Anomaly Detection
by: Huang, Wei, et al.
Published: (2026)

ThanoRA: Task Heterogeneity-Aware Multi-Task Low-Rank Adaptation
by: Liang, Jian, et al.
Published: (2025)

LeanTTA: A Backpropagation-Free and Stateless Approach to Quantized Test-Time Adaptation on Edge Devices
by: Dong, Cynthia, et al.
Published: (2025)

When Model Meets New Normals: Test-time Adaptation for Unsupervised Time-series Anomaly Detection
by: Kim, Dongmin, et al.
Published: (2023)

Hierarchical Scoring for Machine Learning Classifier Error Impact Evaluation
by: Lanus, Erin, et al.
Published: (2025)

Test-time Adaptation of Tiny Recursive Models
by: McGovern, Ronan Killian
Published: (2025)

Contrastive Residual Energy Test-time Adaptation
by: Han, Yewon, et al.
Published: (2025)