Unleashing the Potential of All Test Samples: Mean-Shift Guided Test-Time Adaptation
Fuente:
arXiv
Saved in:
| Main Authors: | Han, Jizhou, Ding, Chenhao, Dong, SongLin, He, Yuhang, Gao, Xinyuan, Gong, Yihong |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Consistent Supervised-Unsupervised Alignment for Generalized Category Discovery
by: Han, Jizhou, et al.
Published: (2025)
by: Han, Jizhou, et al.
Published: (2025)
Space Rotation with Basis Transformation for Training-free Test-Time Adaptation
by: Ding, Chenhao, et al.
Published: (2025)
by: Ding, Chenhao, et al.
Published: (2025)
GOAL: Geometrically Optimal Alignment for Continual Generalized Category Discovery
by: Han, Jizhou, et al.
Published: (2026)
by: Han, Jizhou, et al.
Published: (2026)
Learning Like Humans: Analogical Concept Learning for Generalized Category Discovery
by: Han, Jizhou, et al.
Published: (2026)
by: Han, Jizhou, et al.
Published: (2026)
Boosting Domain Incremental Learning: Selecting the Optimal Parameters is All You Need
by: Wang, Qiang, et al.
Published: (2025)
by: Wang, Qiang, et al.
Published: (2025)
VDC-Agent: When Video Detailed Captioners Evolve Themselves via Agentic Self-Reflection
by: Wang, Qiang, et al.
Published: (2025)
by: Wang, Qiang, et al.
Published: (2025)
Learn by Reasoning: Analogical Weight Generation for Few-Shot Class-Incremental Learning
by: Han, Jizhou, et al.
Published: (2025)
by: Han, Jizhou, et al.
Published: (2025)
DualCP: Rehearsal-Free Domain-Incremental Learning via Dual-Level Concept Prototype
by: Wang, Qiang, et al.
Published: (2025)
by: Wang, Qiang, et al.
Published: (2025)
Shared & Domain Self-Adaptive Experts with Frequency-Aware Discrimination for Continual Test-Time Adaptation
by: Zhao, JianChao, et al.
Published: (2025)
by: Zhao, JianChao, et al.
Published: (2025)
LPT: Less-overfitting Prompt Tuning for Vision-Language Model
by: Ding, Chenhao, et al.
Published: (2024)
by: Ding, Chenhao, et al.
Published: (2024)
Beyond CLIP Generalization: Against Forward&Backward Forgetting Adapter for Continual Learning of Vision-Language Models
by: Dong, Songlin, et al.
Published: (2025)
by: Dong, Songlin, et al.
Published: (2025)
Class-Independent Increment: An Efficient Approach for Multi-label Class-Incremental Learning
by: Ding, Chenhao, et al.
Published: (2025)
by: Ding, Chenhao, et al.
Published: (2025)
Continuous Expert Assembly: Instance-Conditioned Low-Rank Residuals for All-in-One Image Restoration
by: He, Haisen, et al.
Published: (2026)
by: He, Haisen, et al.
Published: (2026)
Trajectory-Diversity-Driven Robust Vision-and-Language Navigation
by: Li, Jiangyang, et al.
Published: (2026)
by: Li, Jiangyang, et al.
Published: (2026)
Retrieve-then-Steer: Online Success Memory for Test-Time Adaptation of Generative VLAs
by: Zhao, Jianchao, et al.
Published: (2026)
by: Zhao, Jianchao, et al.
Published: (2026)
Beyond Prompt Learning: Continual Adapter for Efficient Rehearsal-Free Continual Learning
by: Gao, Xinyuan, et al.
Published: (2024)
by: Gao, Xinyuan, et al.
Published: (2024)
Diversity Covariance-Aware Prompt Learning for Vision-Language Models
by: Dong, Songlin, et al.
Published: (2025)
by: Dong, Songlin, et al.
Published: (2025)
CEAT: Continual Expansion and Absorption Transformer for Non-Exemplar Class-Incremental Learning
by: Gao, Xinyuan, et al.
Published: (2024)
by: Gao, Xinyuan, et al.
Published: (2024)
Majorization-Guided Test-Time Adaptation for Vision-Language Models under Modality-Specific Shift
by: Chen, Lixian, et al.
Published: (2026)
by: Chen, Lixian, et al.
Published: (2026)
Low-Cost Test-Time Adaptation for Robust Video Editing
by: Wang, Jianhui, et al.
Published: (2025)
by: Wang, Jianhui, et al.
Published: (2025)
P2L-CA: An Effective Parameter Tuning Framework for Rehearsal-Free Multi-Label Class-Incremental Learning
by: Dong, Songlin, et al.
Published: (2026)
by: Dong, Songlin, et al.
Published: (2026)
ReMoT: Reinforcement Learning with Motion Contrast Triplets
by: Wan, Cong, et al.
Published: (2026)
by: Wan, Cong, et al.
Published: (2026)
A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts
by: Liang, Jian, et al.
Published: (2023)
by: Liang, Jian, et al.
Published: (2023)
Continual Novel Class Discovery via Feature Enhancement and Adaptation
by: Yu, Yifan, et al.
Published: (2024)
by: Yu, Yifan, et al.
Published: (2024)
Channel-Selective Normalization for Label-Shift Robust Test-Time Adaptation
by: Vianna, Pedro, et al.
Published: (2024)
by: Vianna, Pedro, et al.
Published: (2024)
DCFS: Continual Test-Time Adaptation via Dual Consistency of Feature and Sample
by: Yin, Wenting, et al.
Published: (2025)
by: Yin, Wenting, et al.
Published: (2025)
Prompt-Agnostic Adversarial Perturbation for Customized Diffusion Models
by: Wan, Cong, et al.
Published: (2024)
by: Wan, Cong, et al.
Published: (2024)
Unified Entropy Optimization for Open-Set Test-Time Adaptation
by: Gao, Zhengqing, et al.
Published: (2024)
by: Gao, Zhengqing, et al.
Published: (2024)
IOTA: Corrective Knowledge-Guided Prompt Learning via Black-White Box Framework
by: Wang, Shaokun, et al.
Published: (2026)
by: Wang, Shaokun, et al.
Published: (2026)
Buffer layers for Test-Time Adaptation
by: Kim, Hyeongyu, et al.
Published: (2025)
by: Kim, Hyeongyu, et al.
Published: (2025)
Shedding the Facades, Connecting the Domains: Detecting Shifting Multimodal Hate Video with Test-Time Adaptation
by: Li, Jiao, et al.
Published: (2026)
by: Li, Jiao, et al.
Published: (2026)
ProtoTTA: Prototype-Guided Test-Time Adaptation
by: Abootorabi, Mohammad Mahdi, et al.
Published: (2026)
by: Abootorabi, Mohammad Mahdi, et al.
Published: (2026)
MedBN: Robust Test-Time Adaptation against Malicious Test Samples
by: Park, Hyejin, et al.
Published: (2024)
by: Park, Hyejin, et al.
Published: (2024)
Dance Across Shifts: Forward-Facilitation Continual Test-Time Adaptation through Dynamic Style Bridging
by: Zhu, Zhilin, et al.
Published: (2026)
by: Zhu, Zhilin, et al.
Published: (2026)
Flatness Guided Test-Time Adaptation for Vision-Language Models
by: Li, Aodi, et al.
Published: (2025)
by: Li, Aodi, et al.
Published: (2025)
Rethinking Precision of Pseudo Label: Test-Time Adaptation via Complementary Learning
by: Han, Jiayi, et al.
Published: (2023)
by: Han, Jiayi, et al.
Published: (2023)
Label Distribution Shift-Aware Prediction Refinement for Test-Time Adaptation
by: Jang, Minguk, et al.
Published: (2024)
by: Jang, Minguk, et al.
Published: (2024)
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation
by: Xiong, Yizhe, et al.
Published: (2025)
by: Xiong, Yizhe, et al.
Published: (2025)
Ramen: Robust Test-Time Adaptation of Vision-Language Models with Active Sample Selection
by: Bao, Wenxuan, et al.
Published: (2026)
by: Bao, Wenxuan, et al.
Published: (2026)
SPARNet: Continual Test-Time Adaptation via Sample Partitioning Strategy and Anti-Forgetting Regularization
by: Meng, Xinru, et al.
Published: (2025)
by: Meng, Xinru, et al.
Published: (2025)
Similar Items
-
Consistent Supervised-Unsupervised Alignment for Generalized Category Discovery
by: Han, Jizhou, et al.
Published: (2025) -
Space Rotation with Basis Transformation for Training-free Test-Time Adaptation
by: Ding, Chenhao, et al.
Published: (2025) -
GOAL: Geometrically Optimal Alignment for Continual Generalized Category Discovery
by: Han, Jizhou, et al.
Published: (2026) -
Learning Like Humans: Analogical Concept Learning for Generalized Category Discovery
by: Han, Jizhou, et al.
Published: (2026) -
Boosting Domain Incremental Learning: Selecting the Optimal Parameters is All You Need
by: Wang, Qiang, et al.
Published: (2025)