Imagen de Portada

DATTA: Domain Diversity Aware Test-Time Adaptation for Dynamic Domain Shift Data Streams

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Ye, Chuyang, Wei, Dongyan, Liu, Zhendong, Pang, Yuanyi, Lin, Yixi, Jiang, Qinting, Jiang, Jingyan, He, Dongbiao
Formato:	Preprint
Publicado:	2024
Materias:	Machine Learning
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

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

Test-Time Adaptation for Tactile-Vision-Language Models
por: Ye, Chuyang, et al.
Publicado: (2026)

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

DATTA: Domain-Adversarial Test-Time Adaptation for Cross-Domain WiFi-Based Human Activity Recognition
por: Strohmayer, Julian, et al.
Publicado: (2024)

Test-Time Distillation for Continual Model Adaptation
por: Chen, Xiao, et al.
Publicado: (2025)

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

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

Test-Time Domain Adaptation by Learning Domain-Aware Batch Normalization
por: Wu, Yanan, et al.
Publicado: (2023)

Neural Collapse in Test-Time Adaptation
por: Chen, Xiao, et al.
Publicado: (2025)

Instance-Aware Test-Time Segmentation for Continual Domain Shifts
por: Lee, Seunghwan, et al.
Publicado: (2025)

Addressing Domain Shift via Imbalance-Aware Domain Adaptation in Embryo Development Assessment
por: Li, Lei, et al.
Publicado: (2025)

Hybrid-TTA: Continual Test-time Adaptation via Dynamic Domain Shift Detection
por: Park, Hyewon, et al.
Publicado: (2024)

Uncertainty Awareness on Unsupervised Domain Adaptation for Time Series Data
por: Liu, Weide, et al.
Publicado: (2025)

Dual-Path Adversarial Lifting for Domain Shift Correction in Online Test-time Adaptation
por: Tang, Yushun, et al.
Publicado: (2024)

Learning Visual Conditioning Tokens to Correct Domain Shift for Fully Test-time Adaptation
por: Tang, Yushun, et al.
Publicado: (2024)

Shared & Domain Self-Adaptive Experts with Frequency-Aware Discrimination for Continual Test-Time Adaptation
por: Zhao, JianChao, et al.
Publicado: (2025)

Shedding the Facades, Connecting the Domains: Detecting Shifting Multimodal Hate Video with Test-Time Adaptation
por: Li, Jiao, et al.
Publicado: (2026)

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

Domain Adaptation for Time-Series Classification to Mitigate Covariate Shift
por: Ott, Felix, et al.
Publicado: (2022)

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

Towards Differentiating Between Failures and Domain Shifts in Industrial Data Streams
por: Wojak-Strzelecka, Natalia, et al.
Publicado: (2026)

To Remember, To Adapt, To Preempt: A Stable Continual Test-Time Adaptation Framework for Remote Physiological Measurement in Dynamic Domain Shifts
por: Chu, Shuyang, et al.
Publicado: (2025)

Order-Aware Test-Time Adaptation: Leveraging Temporal Dynamics for Robust Streaming Inference
por: Kim, Young Kyung, et al.
Publicado: (2026)

Partial Domain Adaptation via Importance Sampling-based Shift Correction
por: Guo, Cheng-Jun, et al.
Publicado: (2025)

Retrieve-then-Adapt: Retrieval-Augmented Test-Time Adaptation for Sequential Recommendation
por: Tang, Xing, et al.
Publicado: (2026)

Distribution Alignment for Fully Test-Time Adaptation with Dynamic Online Data Streams
por: Wang, Ziqiang, et al.
Publicado: (2024)

Can Modifying Data Address Graph Domain Adaptation?
por: Huang, Renhong, et al.
Publicado: (2024)

Multi-modal brain MRI synthesis based on SwinUNETR
por: Pang, Haowen, et al.
Publicado: (2025)

Uncertainty-Aware Domain Adaptation for Vitiligo Segmentation in Clinical Photographs
por: Jiang, Wentao, et al.
Publicado: (2025)

Domain-Inspired Sharpness-Aware Minimization Under Domain Shifts
por: Zhang, Ruipeng, et al.
Publicado: (2024)

CLIPArTT: Adaptation of CLIP to New Domains at Test Time
por: Hakim, Gustavo Adolfo Vargas, et al.
Publicado: (2024)

Weakly Supervised Test-Time Domain Adaptation for Object Detection
por: Doan, Anh-Dzung, et al.
Publicado: (2024)

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

Semi-Supervised Diversity-Aware Domain Adaptation for 3D Object detection
por: Olber, Bartłomiej, et al.
Publicado: (2025)

Domain-Conditioned Transformer for Fully Test-time Adaptation
por: Tang, Yushun, et al.
Publicado: (2024)

Unleashing the Potential of All Test Samples: Mean-Shift Guided Test-Time Adaptation
por: Han, Jizhou, et al.
Publicado: (2025)

ViDA: Homeostatic Visual Domain Adapter for Continual Test Time Adaptation
por: Liu, Jiaming, et al.
Publicado: (2023)

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

Stream-T1: Test-Time Scaling for Streaming Video Generation
por: Tu, Yijing, et al.
Publicado: (2026)

Domain-Shift-Aware Conformal Prediction for Large Language Models
por: Lin, Zhexiao, et al.
Publicado: (2025)