Imagen de Portada

Training-Free Semantic Multi-Object Tracking with Vision-Language Models

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Bonat, Laurence, Tonini, Francesco, Ricci, Elisa, Vaquero, Lorenzo
Formato:	Preprint
Publicado:	2026
Materias:	Computer Vision and Pattern Recognition
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection
por: Tonini, Francesco, et al.
Publicado: (2025)

Towards Unconstrained Human-Object Interaction
por: Tonini, Francesco, et al.
Publicado: (2026)

From Weights to Concepts: Data-Free Interpretability of CLIP via Singular Vector Decomposition
por: Gentile, Francesco, et al.
Publicado: (2026)

AL-GTD: Deep Active Learning for Gaze Target Detection
por: Tonini, Francesco, et al.
Publicado: (2024)

Superpowering Open-Vocabulary Object Detectors for X-ray Vision
por: Garcia-Fernandez, Pablo, et al.
Publicado: (2025)

ConViS-Bench: Estimating Video Similarity Through Semantic Concepts
por: Liberatori, Benedetta, et al.
Publicado: (2025)

Lost and Found: Overcoming Detector Failures in Online Multi-Object Tracking
por: Vaquero, Lorenzo, et al.
Publicado: (2024)

Multi-Granularity Language-Guided Training for Multi-Object Tracking
por: Li, Yuhao, et al.
Publicado: (2024)

Zero-Shot Temporal Action Localization Through Textual Guidance
por: Liberatori, Benedetta, et al.
Publicado: (2026)

The Phantom Menace: Unmasking Privacy Leakages in Vision-Language Models
por: Caldarella, Simone, et al.
Publicado: (2024)

Beyond MOT: Semantic Multi-Object Tracking
por: Li, Yunhao, et al.
Publicado: (2024)

LLMTrack: Semantic Multi-Object Tracking with Multi-modal Large Language Models
por: Liao, Pan, et al.
Publicado: (2026)

Training-Free Personalization via Retrieval and Reasoning on Fingerprints
por: Das, Deepayan, et al.
Publicado: (2025)

SHiNe: Semantic Hierarchy Nexus for Open-vocabulary Object Detection
por: Liu, Mingxuan, et al.
Publicado: (2024)

Harnessing Large Language Models for Training-free Video Anomaly Detection
por: Zanella, Luca, et al.
Publicado: (2024)

Exploring Fine-grained Retail Product Discrimination with Zero-shot Object Classification Using Vision-Language Models
por: Tur, Anil Osman, et al.
Publicado: (2024)

Memory-Augmented Vision-Language Agents for Persistent and Semantically Consistent Object Captioning
por: Galliena, Tommaso, et al.
Publicado: (2026)

Vision-Motion-Reference Alignment for Referring Multi-Object Tracking via Multi-Modal Large Language Models
por: Lv, Weiyi, et al.
Publicado: (2025)

Object Hallucination-Free Reinforcement Unlearning for Vision-Language Models
por: Jia, Kaidi, et al.
Publicado: (2026)

Incremental Object-Based Novelty Detection with Feedback Loop
por: Caldarella, Simone, et al.
Publicado: (2023)

A Training-Free Guess What Vision Language Model from Snippets to Open-Vocabulary Object Detection
por: Zhu, Guiying, et al.
Publicado: (2026)

Enhancing Robustness of Vision-Language Models through Orthogonality Learning and Self-Regularization
por: Li, Jinlong, et al.
Publicado: (2024)

DiffusionTrack: Diffusion Model For Multi-Object Tracking
por: Luo, Run, et al.
Publicado: (2023)

Frustratingly Easy Test-Time Adaptation of Vision-Language Models
por: Farina, Matteo, et al.
Publicado: (2024)

FedMVP: Federated Multimodal Visual Prompt Tuning for Vision-Language Models
por: Singha, Mainak, et al.
Publicado: (2025)

Rethinking Few-Shot Adaptation of Vision-Language Models in Two Stages
por: Farina, Matteo, et al.
Publicado: (2025)

Test-time Vocabulary Adaptation for Language-driven Object Detection
por: Liu, Mingxuan, et al.
Publicado: (2025)

Not Only Text: Exploring Compositionality of Visual Representations in Vision-Language Models
por: Berasi, Davide, et al.
Publicado: (2025)

KPL: Training-Free Medical Knowledge Mining of Vision-Language Models
por: Liu, Jiaxiang, et al.
Publicado: (2025)

Personalization Toolkit: Training Free Personalization of Large Vision Language Models
por: Seifi, Soroush, et al.
Publicado: (2025)

MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning
por: Farina, Matteo, et al.
Publicado: (2024)

LaMOT: Language-Guided Multi-Object Tracking
por: Li, Yunhao, et al.
Publicado: (2024)

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

Multi-Object Tracking Retrieval with LLaVA-Video: A Training-Free Solution to MOT25-StAG Challenge
por: Yang, Yi, et al.
Publicado: (2025)

Vision-by-Language for Training-Free Compositional Image Retrieval
por: Karthik, Shyamgopal, et al.
Publicado: (2023)

3D Object Detection from Images for Autonomous Driving: A Survey
por: Ma, Xinzhu, et al.
Publicado: (2022)

EfficientVLA: Training-Free Acceleration and Compression for Vision-Language-Action Models
por: Yang, Yantai, et al.
Publicado: (2025)

Training-Free Zero-Shot Temporal Action Detection with Vision-Language Models
por: Han, Chaolei, et al.
Publicado: (2025)

No Train Yet Gain: Towards Generic Multi-Object Tracking in Sports and Beyond
por: Stanczyk, Tomasz, et al.
Publicado: (2025)

OCCAM: Class-Agnostic, Training-Free, Prior-Free and Multi-Class Object Counting
por: Spanakis, Michail, et al.
Publicado: (2026)