Similarity-Guided Layer-Adaptive Vision Transformer for UAV Tracking

9 March 2025

Papers citing "Similarity-Guided Layer-Adaptive Vision Transformer for UAV Tracking"

34 / 34 papers shown

Title
Towards Real-World Visual Tracking with Temporal Contexts Ziang Cao Ziyuan Huang Liang Pan Shiwei Zhang Ziwei Liu Changhong Fu 61 46 0 20 Aug 2023
You Need Multiple Exiting: Dynamic Early Exiting for Accelerating Unified Vision Language Model Sheng Tang Yaqing Wang Zhenglun Kong Tianchi Zhang Yao Li Caiwen Ding Yanzhi Wang Yi Liang Dongkuan Xu 55 32 0 21 Nov 2022
EVA: Exploring the Limits of Masked Visual Representation Learning at Scale Yuxin Fang Wen Wang Binhui Xie Quan-Sen Sun Ledell Yu Wu Xinggang Wang Tiejun Huang Xinlong Wang Yue Cao VLM CLIP 166 706 0 14 Nov 2022
EfficientFormer: Vision Transformers at MobileNet Speed Yanyu Li Geng Yuan Yang Wen Eric Hu Georgios Evangelidis Sergey Tulyakov Yanzhi Wang Jian Ren ViT 64 362 0 02 Jun 2022
MiniViT: Compressing Vision Transformers with Weight Multiplexing Jinnian Zhang Houwen Peng Kan Wu Mengchen Liu Bin Xiao Jianlong Fu Lu Yuan ViT 51 125 0 14 Apr 2022
Efficient Visual Tracking via Hierarchical Cross-Attention Transformer Xin Chen Ben Kang D. Wang Dongdong Li Huchuan Lu ViT 44 48 0 25 Mar 2022
Joint Feature Learning and Relation Modeling for Tracking: A One-Stream Framework Botao Ye Hong Chang Bingpeng Ma Shiguang Shan Xilin Chen ViT 83 462 0 22 Mar 2022
MixFormer: End-to-End Tracking with Iterative Mixed Attention Yutao Cui Jiang Cheng Limin Wang Gangshan Wu VOT 104 468 0 21 Mar 2022
Unsupervised Domain Adaptation for Nighttime Aerial Tracking Junjie Ye Changhong Fu Guang-Zheng Zheng D. Paudel Guang Chen 108 72 0 20 Mar 2022
AdaViT: Adaptive Tokens for Efficient Vision Transformer Hongxu Yin Arash Vahdat J. Álvarez Arun Mallya Jan Kautz Pavlo Molchanov ViT 76 335 0 14 Dec 2021
Mobile-Former: Bridging MobileNet and Transformer Yinpeng Chen Xiyang Dai Dongdong Chen Mengchen Liu Xiaoyi Dong Lu Yuan Zicheng Liu ViT 236 487 0 12 Aug 2021
HiFT: Hierarchical Feature Transformer for Aerial Tracking Ziang Cao Changhong Fu Junjie Ye Bowen Li Yiming Li 59 197 0 31 Jul 2021
DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification Yongming Rao Wenliang Zhao Benlin Liu Jiwen Lu Jie Zhou Cho-Jui Hsieh ViT 76 697 0 03 Jun 2021
LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search B. Yan Houwen Peng Kan Wu Dong Wang Jianlong Fu Huchuan Lu 78 168 0 29 Apr 2021
Learning Spatio-Temporal Transformer for Visual Tracking Bin Yan Houwen Peng Jianlong Fu Dong Wang Huchuan Lu ViT 60 720 0 31 Mar 2021
Transformer Tracking Xin Chen Bin Yan Jiawen Zhu Dong Wang Xiaoyun Yang Huchuan Lu ViT 52 953 0 29 Mar 2021
Training data-efficient image transformers & distillation through attention Hugo Touvron Matthieu Cord Matthijs Douze Francisco Massa Alexandre Sablayrolles Hervé Jégou ViT 345 6,731 0 23 Dec 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 530 40,739 0 22 Oct 2020
Ocean: Object-aware Anchor-free Tracking Zhipeng Zhang Houwen Peng Jianlong Fu Bing Li Weiming Hu 50 648 0 18 Jun 2020
Linformer: Self-Attention with Linear Complexity Sinong Wang Belinda Z. Li Madian Khabsa Han Fang Hao Ma 185 1,694 0 08 Jun 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 351 13,002 0 26 May 2020
AutoTrack: Towards High-Performance Visual Tracking for UAV with Automatic Spatio-Temporal Regularization Yiming Li Changhong Fu Fangqiang Ding Ziyuan Huang Geng Lu 62 291 0 29 Mar 2020
Siamese Box Adaptive Network for Visual Tracking Zedu Chen Bineng Zhong Guorong Li Shengping Zhang Rongrong Ji 114 667 0 15 Mar 2020
SiamFC++: Towards Robust and Accurate Visual Tracking with Target Estimation Guidelines Yinda Xu Zeyu Wang Zuoxin Li Yuan Ye Gang Yu 64 816 0 14 Nov 2019
Generalized Intersection over Union: A Metric and A Loss for Bounding Box Regression S. Hamid Rezatofighi Deyuan Li JunYoung Gwak Amir Sadeghian Ian Reid Silvio Savarese 145 4,143 0 25 Feb 2019
GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild Lianghua Huang Xin Zhao Kaiqi Huang 81 1,340 0 29 Oct 2018
LaSOT: A High-quality Benchmark for Large-scale Single Object Tracking Heng Fan Liting Lin Fan Yang Peng Chu Ge Deng Sijia Yu Hexin Bai Yong-mei Xu Chunyuan Liao Haibin Ling VOT 154 1,167 0 20 Sep 2018
TrackingNet: A Large-Scale Dataset and Benchmark for Object Tracking in the Wild Matthias Muller Adel Bibi Silvio Giancola Salman Al-Subaihi Guohao Li 306 799 0 28 Mar 2018
The Unmanned Aerial Vehicle Benchmark: Object Detection and Tracking Dawei Du Yuankai Qi Hongyang Yu Yi-Fan Yang Kaiwen Duan Guorong Li Wentao Zhang Qingming Huang Q. Tian 75 663 0 26 Mar 2018
Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking Feng Li Cheng Tian W. Zuo Lei Zhang Ming-Hsuan Yang 71 696 0 23 Mar 2018
Discriminative Scale Space Tracking Martin Danelljan Gustav Häger Fahad Shahbaz Khan Michael Felsberg 51 1,132 0 20 Sep 2016
Fully-Convolutional Siamese Networks for Object Tracking Luca Bertinetto Jack Valmadre João F. Henriques Andrea Vedaldi Philip Torr VOT 73 3,872 0 30 Jun 2016
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 371 43,524 0 01 May 2014
High-Speed Tracking with Kernelized Correlation Filters João F. Henriques Rui Caseiro P. Martins Jorge Batista 82 5,133 0 30 Apr 2014