Cover Image

Dual-level Adaptation for Multi-Object Tracking: Building Test-Time Calibration from Experience and Intuition

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Guo, Wen, Zhao, Pengfei, Wang, Zongmeng, Hu, Yufan, Gao, Junyu
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Fast-Slow Test-Time Adaptation for Online Vision-and-Language Navigation
by: Gao, Junyu, et al.
Published: (2023)

Group Orthogonal Low-Rank Adaptation for RGB-T Tracking
by: Shao, Zekai, et al.
Published: (2025)

FACTOR: Counterfactual Training-Free Test-Time Adaptation for Open-Vocabulary Object Detection
by: Zhao, Kaixiang, et al.
Published: (2026)

Dual Strategies for Test-Time Adaptation
by: Phuong, Nam Nguyen, et al.
Published: (2026)

NWPU-MOC: A Benchmark for Fine-grained Multi-category Object Counting in Aerial Images
by: Gao, Junyu, et al.
Published: (2024)

Exploring Test-Time Adaptation for Object Detection in Continually Changing Environments
by: Cao, Shilei, et al.
Published: (2024)

FusionTrack: End-to-End Multi-Object Tracking in Arbitrary Multi-View Environment
by: Li, Xiaohe, et al.
Published: (2025)

Multi-Label Test-Time Adaptation with Bound Entropy Minimization
by: Wu, Xiangyu, et al.
Published: (2025)

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

Beyond Prompt Degradation: Prototype-guided Dual-pool Prompting for Incremental Object Detection
by: Zhang, Yaoteng, et al.
Published: (2026)

Boundary-Aware Test-Time Adaptation for Zero-Shot Medical Image Segmentation
by: Xu, Chenlin, et al.
Published: (2025)

Online Adaptation for Implicit Object Tracking and Shape Reconstruction in the Wild
by: Ye, Jianglong, et al.
Published: (2021)

VLOD-TTA: Test-Time Adaptation of Vision-Language Object Detectors
by: Belal, Atif, et al.
Published: (2025)

Fully Test-Time Adaptation for Monocular 3D Object Detection
by: Lin, Hongbin, et al.
Published: (2024)

MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking
by: Gao, Ruopeng, et al.
Published: (2023)

MedSynapse-V: Bridging Visual Perception and Clinical Intuition via Latent Memory Evolution
by: Zhu, Chunzheng, et al.
Published: (2026)

Awesome Multi-modal Object Tracking
by: Zhang, Chunhui, et al.
Published: (2024)

CRISP: Object Pose and Shape Estimation with Test-Time Adaptation
by: Shi, Jingnan, et al.
Published: (2024)

Decoupling Stability and Plasticity for Multi-Modal Test-Time Adaptation
by: He, Yongbo, et al.
Published: (2026)

Multi-Object Tracking in the Dark
by: Wang, Xinzhe, et al.
Published: (2024)

SAMITE: Position Prompted SAM2 with Calibrated Memory for Visual Object Tracking
by: Xu, Qianxiong, et al.
Published: (2025)

DPO: Dual-Perturbation Optimization for Test-time Adaptation in 3D Object Detection
by: Chen, Zhuoxiao, et al.
Published: (2024)

CD-Buffer: Complementary Dual-Buffer Framework for Test-Time Adaptation in Adverse Weather Object Detection
by: Song, Youngjun, et al.
Published: (2026)

Boosting Quantitive and Spatial Awareness for Zero-Shot Object Counting
by: Zhang, Da, et al.
Published: (2026)

Calibrated Diverse Ensemble Entropy Minimization for Robust Test-Time Adaptation in Prostate Cancer Detection
by: Gilany, Mahdi, et al.
Published: (2024)

CalibFree: Self-Supervised View Feature Separation for Calibration-Free Multi-Camera Multi-Object Tracking
by: Xian, Ruiqi, et al.
Published: (2026)

From Detection to Association: Learning Discriminative Object Embeddings for Multi-Object Tracking
by: Shao, Yuqing, et al.
Published: (2025)

Mitigating the ID-OOD Tradeoff in Open-Set Test-Time Adaptation
by: Zhao, Wenjie, et al.
Published: (2026)

Progressive Domain Adaptation for Thermal Infrared Object Tracking
by: Li, Qiao, et al.
Published: (2024)

DCFS: Continual Test-Time Adaptation via Dual Consistency of Feature and Sample
by: Yin, Wenting, et al.
Published: (2025)

MCTrack: A Unified 3D Multi-Object Tracking Framework for Autonomous Driving
by: Wang, Xiyang, et al.
Published: (2024)

View-Centric Multi-Object Tracking with Homographic Matching in Moving UAV
by: Ji, Deyi, et al.
Published: (2024)

Multiple Object Tracking as ID Prediction
by: Gao, Ruopeng, et al.
Published: (2024)

TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram
by: Lei, Mingxi, et al.
Published: (2024)

RockTrack: A 3D Robust Multi-Camera-Ken Multi-Object Tracking Framework
by: Li, Xiaoyu, et al.
Published: (2024)

Temporal Correlation Meets Embedding: Towards a 2nd Generation of JDE-based Real-Time Multi-Object Tracking
by: Zhang, Yunfei, et al.
Published: (2024)

Towards Generalizable Multi-Object Tracking
by: Qin, Zheng, et al.
Published: (2024)

Radar-Camera Fused Multi-Object Tracking: Online Calibration and Common Feature
by: Cheng, Lei, et al.
Published: (2025)

Tracking by Detection and Query: An Efficient End-to-End Framework for Multi-Object Tracking
by: Jia, Shukun, et al.
Published: (2024)

VariabilityTrack:Multi-Object Tracking with Variable Speed Object Movement
by: Luo, Run, et al.
Published: (2022)