Tracking Meets LoRA: Faster Training, Larger Model, Stronger Performance

8 March 2024

Yaowei Wang

Papers citing "Tracking Meets LoRA: Faster Training, Larger Model, Stronger Performance"

20 / 20 papers shown

Title
Towards Low-Latency Event Stream-based Visual Object Tracking: A Slow-Fast Approach Shiao Wang Xiao Wang Liye Jin Bo Jiang Lin Zhu Lan Chen Yonghong Tian Bin Luo 7 0 0 19 May 2025
Federated Learning with LoRA Optimized DeiT and Multiscale Patch Embedding for Secure Eye Disease Recognition Md. Naimur Asif Borno Md Sakib Hossain Shovon MD Hanif Sikder Iffat Firozy Rimi Tahani Jaser Alahmadi Mohammad Ali Moni MedIm 31 0 0 11 May 2025
A Simple Detector with Frame Dynamics is a Strong Tracker Chenxu Peng C. Wang Minrui Zou Danyang Li Zhengyuan Yang Yimian Dai Ming-Ming Cheng Xiang Li 50 0 0 08 May 2025
Augmenting Perceptual Super-Resolution via Image Quality Predictors Fengjia Zhang Samrudhdhi B. Rangrej Tristan Aumentado-Armstrong Afsaneh Fazly Alex Levinshtein SupR 72 0 0 25 Apr 2025
SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking Wenrui Cai Qingjie Liu Yansen Wang MoE 65 0 0 24 Mar 2025
MUST: The First Dataset and Unified Framework for Multispectral UAV Single Object Tracking Haolin Qin Tingfa Xu Tianhao Li Zhenxiang Chen Tao Feng J. Li 29 0 0 22 Mar 2025
Two-stream Beats One-stream: Asymmetric Siamese Network for Efficient Visual Tracking Jiawen Zhu Huayi Tang Xin Chen Xinying Wang Dong Wang Huchuan Lu 50 2 0 01 Mar 2025
Event Stream-based Visual Object Tracking: HDETrack V2 and A High-Definition Benchmark Shiao Wang Xinyu Wang Chao wang Liye Jin Lin Zhu Bo Jiang Yonghong Tian Jin Tang 55 0 0 08 Feb 2025
Exploring Enhanced Contextual Information for Video-Level Object Tracking Ben Kang Xin Chen Simiao Lai Yang Liu Y. Liu Dong Wang Mamba 71 3 0 15 Dec 2024
Perception Test 2024: Challenge Summary and a Novel Hour-Long VideoQA Benchmark Joseph Heyward João Carreira Dima Damen Andrew Zisserman Viorica Patraucean 82 2 0 29 Nov 2024
A Distractor-Aware Memory for Visual Object Tracking with SAM2 Jovana Videnovic A. Lukežič Matej Kristan VLM 86 2 0 26 Nov 2024
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Cheng-Yen Yang Hsiang-Wei Huang Wenhao Chai Zhongyu Jiang Lei Li VLM 97 18 0 18 Nov 2024
The Solution for Single Object Tracking Task of Perception Test Challenge 2024 Zhiqiang Zhong Yuqing Yang Fengqiang Wan Haoran Wei Xiangyang Ji 16 0 0 19 Oct 2024
A Survey on LoRA of Large Language Models Yuren Mao Yuhang Ge Yijiang Fan Wenyi Xu Yu Mi Zhonghao Hu Yunjun Gao ALM 54 25 0 08 Jul 2024
Low-Rank Adaption on Transformer-based Oriented Object Detector for Satellite Onboard Processing of Remote Sensing Images Xinyang Pu Feng Xu 32 3 0 04 Jun 2024
Beyond Visual Cues: Synchronously Exploring Target-Centric Semantics for Vision-Language Tracking Jiawei Ge Xiangmei Chen Jiuxin Cao Xueling Zhu Bo Liu VLM 44 2 0 28 Nov 2023
Unified Sequence-to-Sequence Learning for Single- and Multi-Modal Visual Object Tracking Xin Chen Houwen Peng Jiawen Zhu Dong Wang Han Hu Huchuan Lu 72 22 0 27 Apr 2023
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 311 7,457 0 11 Nov 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,858 0 18 Apr 2021
TrackingNet: A Large-Scale Dataset and Benchmark for Object Tracking in the Wild Matthias Muller Adel Bibi Silvio Giancola Salman Al-Subaihi Guohao Li 226 790 0 28 Mar 2018