Order-Aware Test-Time Adaptation: Leveraging Temporal Dynamics for Robust Streaming Inference
Fuente:
arXiv
Saved in:
| Main Authors: | Kim, Young Kyung, Schlesinger, Oded, Wu, Qiangqiang, Di Martino, J. Matías, Sapiro, Guillermo |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Chain-of-Image Generation: Toward Monitorable and Controllable Image Generation
by: Kim, Young Kyung, et al.
Published: (2025)
by: Kim, Young Kyung, et al.
Published: (2025)
SPOT: Sparsification with Attention Dynamics via Token Relevance in Vision Transformers
by: Schlesinger, Oded, et al.
Published: (2025)
by: Schlesinger, Oded, et al.
Published: (2025)
Vision Transformers with Natural Language Semantics
by: Kim, Young Kyung, et al.
Published: (2024)
by: Kim, Young Kyung, et al.
Published: (2024)
DATTA: Domain Diversity Aware Test-Time Adaptation for Dynamic Domain Shift Data Streams
by: Ye, Chuyang, et al.
Published: (2024)
by: Ye, Chuyang, et al.
Published: (2024)
DualDynamics: Synergizing Implicit and Explicit Methods for Robust Irregular Time Series Analysis
by: Oh, YongKyung, et al.
Published: (2024)
by: Oh, YongKyung, et al.
Published: (2024)
Distribution Alignment for Fully Test-Time Adaptation with Dynamic Online Data Streams
by: Wang, Ziqiang, et al.
Published: (2024)
by: Wang, Ziqiang, et al.
Published: (2024)
TANDEM: Temporal Attention-guided Neural Differential Equations for Missingness in Time Series Classification
by: Oh, YongKyung, et al.
Published: (2025)
by: Oh, YongKyung, et al.
Published: (2025)
Multi-View Contrastive Learning for Robust Domain Adaptation in Medical Time Series Analysis
by: Oh, YongKyung, et al.
Published: (2025)
by: Oh, YongKyung, et al.
Published: (2025)
FlowPath: Learning Data-Driven Manifolds with Invertible Flows for Robust Irregularly-sampled Time Series Classification
by: Oh, YongKyung, et al.
Published: (2025)
by: Oh, YongKyung, et al.
Published: (2025)
Higher-Order Asymptotics of Test-Time Adaptation for Batch Normalization Statistics
by: Kimura, Masanari
Published: (2025)
by: Kimura, Masanari
Published: (2025)
Approximate Probabilistic Inference for Time-Series Data A Robust Latent Gaussian Model With Temporal Awareness
by: Johansson, Anton, et al.
Published: (2024)
by: Johansson, Anton, et al.
Published: (2024)
PriorGuide: Test-Time Prior Adaptation for Simulation-Based Inference
by: Yang, Yang, et al.
Published: (2025)
by: Yang, Yang, et al.
Published: (2025)
Augmented Contrastive Clustering with Uncertainty-Aware Prototyping for Time Series Test Time Adaptation
by: Gong, Peiliang, et al.
Published: (2025)
by: Gong, Peiliang, et al.
Published: (2025)
Backpropagation-Free Test-Time Adaptation via Probabilistic Gaussian Alignment
by: Zhang, Youjia, et al.
Published: (2025)
by: Zhang, Youjia, et al.
Published: (2025)
LATTA: Langevin-Anchored Test-Time Adaptation for Enhanced Robustness and Stability
by: Vejendla, Harshil
Published: (2025)
by: Vejendla, Harshil
Published: (2025)
Dynamic Prompt Allocation and Tuning for Continual Test-Time Adaptation
by: Cui, Chaoran, et al.
Published: (2024)
by: Cui, Chaoran, et al.
Published: (2024)
AcTTA: Rethinking Test-Time Adaptation via Dynamic Activation
by: Kim, Hyeongyu, et al.
Published: (2026)
by: Kim, Hyeongyu, et al.
Published: (2026)
Addressing Misspecification in Simulation-based Inference through Data-driven Calibration
by: Wehenkel, Antoine, et al.
Published: (2024)
by: Wehenkel, Antoine, et al.
Published: (2024)
Test-Time Adaptation with Binary Feedback
by: Lee, Taeckyung, et al.
Published: (2025)
by: Lee, Taeckyung, et al.
Published: (2025)
ChameleonLLM: Batch-Aware Dynamic Low-Rank Adaptation via Inference-Time Clusters
by: Yuksel, Kamer Ali, et al.
Published: (2025)
by: Yuksel, Kamer Ali, et al.
Published: (2025)
Buffer layers for Test-Time Adaptation
by: Kim, Hyeongyu, et al.
Published: (2025)
by: Kim, Hyeongyu, et al.
Published: (2025)
Temporal Test-Time Adaptation with State-Space Models
by: Schirmer, Mona, et al.
Published: (2024)
by: Schirmer, Mona, et al.
Published: (2024)
STEPS: A Temporal Smooth Error Propagation Solver on the Manifolds for Test-Time Adaptation in Time Series Forecasting
by: Liu, Jiaqi, et al.
Published: (2026)
by: Liu, Jiaqi, et al.
Published: (2026)
AdapTable: Test-Time Adaptation for Tabular Data via Shift-Aware Uncertainty Calibrator and Label Distribution Handler
by: Kim, Changhun, et al.
Published: (2024)
by: Kim, Changhun, et al.
Published: (2024)
Test-Time Model Adaptation with Only Forward Passes
by: Niu, Shuaicheng, et al.
Published: (2024)
by: Niu, Shuaicheng, et al.
Published: (2024)
On the Limits of Test-Time Compute: Sequential Reward Filtering for Better Inference
by: Yu, Yue, et al.
Published: (2025)
by: Yu, Yue, et al.
Published: (2025)
ZOTTA: Test-Time Adaptation with Gradient-Free Zeroth-Order Optimization
by: Zhang, Ronghao, et al.
Published: (2026)
by: Zhang, Ronghao, et al.
Published: (2026)
SPACE: SPike-Aware Consistency Enhancement for Test-Time Adaptation in Spiking Neural Networks
by: Luo, Xinyu, et al.
Published: (2025)
by: Luo, Xinyu, 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)
by: Bouaziz, Sofiane, et al.
Published: (2026)
SNAP: Low-Latency Test-Time Adaptation with Sparse Updates
by: Cha, Hyeongheon, et al.
Published: (2025)
by: Cha, Hyeongheon, et al.
Published: (2025)
PLADIS: Pushing the Limits of Attention in Diffusion Models at Inference Time by Leveraging Sparsity
by: Kim, Kwanyoung, et al.
Published: (2025)
by: Kim, Kwanyoung, et al.
Published: (2025)
Stable Neural Stochastic Differential Equations in Analyzing Irregular Time Series Data
by: Oh, YongKyung, et al.
Published: (2024)
by: Oh, YongKyung, et al.
Published: (2024)
Online Test-Time Adaptation of Spatial-Temporal Traffic Flow Forecasting
by: Guo, Pengxin, et al.
Published: (2024)
by: Guo, Pengxin, et al.
Published: (2024)
Modeling Irregular Astronomical Time Series with Neural Stochastic Delay Differential Equations
by: Oh, YongKyung, et al.
Published: (2025)
by: Oh, YongKyung, et al.
Published: (2025)
The Over-Certainty Phenomenon in Modern Test-Time Adaptation Algorithms
by: Amin, Fin, et al.
Published: (2024)
by: Amin, Fin, et al.
Published: (2024)
Global Variational Inference Enhanced Robust Domain Adaptation
by: Luo, Lingkun, et al.
Published: (2025)
by: Luo, Lingkun, et al.
Published: (2025)
Variational Continual Test-Time Adaptation
by: Lyu, Fan, et al.
Published: (2024)
by: Lyu, Fan, et al.
Published: (2024)
Controllable Continual Test-Time Adaptation
by: Shi, Ziqi, et al.
Published: (2024)
by: Shi, Ziqi, et al.
Published: (2024)
Test-Time Adaptation by Causal Trimming
by: Liu, Yingnan, et al.
Published: (2025)
by: Liu, Yingnan, et al.
Published: (2025)
Simulation-based Inference for Cardiovascular Models
by: Wehenkel, Antoine, et al.
Published: (2023)
by: Wehenkel, Antoine, et al.
Published: (2023)
Similar Items
-
Chain-of-Image Generation: Toward Monitorable and Controllable Image Generation
by: Kim, Young Kyung, et al.
Published: (2025) -
SPOT: Sparsification with Attention Dynamics via Token Relevance in Vision Transformers
by: Schlesinger, Oded, et al.
Published: (2025) -
Vision Transformers with Natural Language Semantics
by: Kim, Young Kyung, et al.
Published: (2024) -
DATTA: Domain Diversity Aware Test-Time Adaptation for Dynamic Domain Shift Data Streams
by: Ye, Chuyang, et al.
Published: (2024) -
DualDynamics: Synergizing Implicit and Explicit Methods for Robust Irregular Time Series Analysis
by: Oh, YongKyung, et al.
Published: (2024)