Cover Image

COST: Contrastive One-Stage Transformer for Vision-Language Small Object Tracking

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Chunhui, Liu, Li, Gao, Jialin, Sun, Xin, Wen, Hao, Zhou, Xi, Ge, Shiming, Wang, Yanfeng
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Underwater Camouflaged Object Tracking Meets Vision-Language SAM2
by: Zhang, Chunhui, et al.
Published: (2024)

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

All in One: Exploring Unified Vision-Language Tracking with Multi-Modal Alignment
by: Zhang, Chunhui, et al.
Published: (2023)

MambaTrack: Exploiting Dual-Enhancement for Night UAV Tracking
by: Zhang, Chunhui, et al.
Published: (2024)

WebUOT-1M: Advancing Deep Underwater Object Tracking with A Million-Scale Benchmark
by: Zhang, Chunhui, et al.
Published: (2024)

How Far are Modern Trackers from UAV-Anti-UAV? A Million-Scale Benchmark and New Baseline
by: Zhang, Chunhui, et al.
Published: (2025)

Distilling Channels for Efficient Deep Tracking
by: Ge, Shiming, et al.
Published: (2024)

Fast-COS: A Fast One-Stage Object Detector Based on Reparameterized Attention Vision Transformer for Autonomous Driving
by: Setyawan, Novendra, et al.
Published: (2025)

Contrastive Learning for Multi-Object Tracking with Transformers
by: De Plaen, Pierre-François, et al.
Published: (2023)

FocusTrack: One-Stage Focus-and-Suppress Framework for 3D Point Cloud Object Tracking
by: Zhou, Sifan, et al.
Published: (2026)

Tracking and Understanding Object Transformations
by: Sun, Yihong, et al.
Published: (2025)

Low-Resolution Object Recognition with Cross-Resolution Relational Contrastive Distillation
by: Zhang, Kangkai, et al.
Published: (2024)

Representation Alignment Contrastive Regularization for Multi-Object Tracking
by: Liu, Zhonglin, et al.
Published: (2024)

FreqTrack: Frequency Learning based Vision Transformer for RGB-Event Object Tracking
by: You, Jinlin, et al.
Published: (2026)

Unifying Visual and Vision-Language Tracking via Contrastive Learning
by: Ma, Yinchao, et al.
Published: (2024)

Look One and More: Distilling Hybrid Order Relational Knowledge for Cross-Resolution Image Recognition
by: Ge, Shiming, et al.
Published: (2024)

History-Enhanced Two-Stage Transformer for Aerial Vision-and-Language Navigation
by: Ding, Xichen, et al.
Published: (2025)

Exploring Dynamic Transformer for Efficient Object Tracking
by: Zhu, Jiawen, et al.
Published: (2024)

General Compression Framework for Efficient Transformer Object Tracking
by: Hong, Lingyi, et al.
Published: (2024)

Target-aware Bidirectional Fusion Transformer for Aerial Object Tracking
by: Sun, Xinglong, et al.
Published: (2025)

A Simple yet Effective Network based on Vision Transformer for Camouflaged Object and Salient Object Detection
by: Hao, Chao, et al.
Published: (2024)

EvoVLMA: Evolutionary Vision-Language Model Adaptation
by: Ding, Kun, et al.
Published: (2025)

DA-Mamba: Domain Adaptive Hybrid Mamba-Transformer Based One-Stage Object Detection
by: Doruk, A. Enes, et al.
Published: (2025)

The Progression of Transformers from Language to Vision to MOT: A Literature Review on Multi-Object Tracking with Transformers
by: Kamboj, Abhi
Published: (2024)

Small Language Model Meets with Reinforced Vision Vocabulary
by: Wei, Haoran, et al.
Published: (2024)

Training-Free Semantic Multi-Object Tracking with Vision-Language Models
by: Bonat, Laurence, et al.
Published: (2026)

AP-Loss for Accurate One-Stage Object Detection
by: Chen, Kean, et al.
Published: (2020)

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

ADFQ-ViT: Activation-Distribution-Friendly Post-Training Quantization for Vision Transformers
by: Jiang, Yanfeng, et al.
Published: (2024)

DeTrack: In-model Latent Denoising Learning for Visual Object Tracking
by: Zhou, Xinyu, et al.
Published: (2025)

History-Aware Transformation of ReID Features for Multiple Object Tracking
by: Gao, Ruopeng, et al.
Published: (2025)

Two Effects, One Trigger: On the Modality Gap, Object Bias, and Information Imbalance in Contrastive Vision-Language Models
by: Schrodi, Simon, et al.
Published: (2024)

A Vision-Based Closed-Form Solution for Measuring the Rotation Rate of an Object by Tracking One Point
by: Raviv, Daniel, et al.
Published: (2025)

Tracking Transforming Objects: A Benchmark
by: Wu, You, et al.
Published: (2024)

One Object, Multiple Lies: A Benchmark for Cross-task Adversarial Attack on Unified Vision-Language Models
by: Zhao, Jiale, et al.
Published: (2025)

OneDrive: Unified Multi-Paradigm Driving with Vision-Language-Action Models
by: Zhang, Yiwei, et al.
Published: (2026)

Towards Accurate One-Stage Object Detection with AP-Loss
by: Chen, Kean, et al.
Published: (2019)

OneVOS: Unifying Video Object Segmentation with All-in-One Transformer Framework
by: Li, Wanyun, et al.
Published: (2024)

Cross-Image Contrastive Decoding: Precise, Lossless Suppression of Language Priors in Large Vision-Language Models
by: Zhao, Jianfei, et al.
Published: (2025)

Rethinking Two-Stage Referring-by-Tracking in Referring Multi-Object Tracking: Make it Strong Again
by: Li, Weize, et al.
Published: (2025)