LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search

Computer Vision and Pattern Recognition (CVPR), 2021

29 April 2021

Huchuan Lu

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Papers citing "LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search"

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Title
SiamMask: A Framework for Fast Online Object Tracking and SegmentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Weiming Hu Qiang Wang Li Zhang Luca Bertinetto Juil Sock VOS 171 111 0 05 Jul 2022
Rank-Based Filter Pruning for Real-Time UAV TrackingIEEE International Conference on Multimedia and Expo (ICME), 2022 Xucheng Wang Dan Zeng Qijun Zhao Shuiwang Li 151 26 0 05 Jul 2022
Divert More Attention to Vision-Language TrackingNeural Information Processing Systems (NeurIPS), 2022 Mingzhe Guo Zhipeng Zhang Heng Fan Li Jing 203 79 0 03 Jul 2022
Bi-level Alignment for Cross-Domain Crowd CountingComputer Vision and Pattern Recognition (CVPR), 2022 Shenjian Gong Shanshan Zhang Jian Yang Dengxin Dai Bernt Schiele 187 28 0 12 May 2022
Siamese Object Tracking for Unmanned Aerial Vehicle: A Review and Comprehensive AnalysisArtificial Intelligence Review (Artif Intell Rev), 2022 Changhong Fu Kunhan Lu Guang-Zheng Zheng Junjie Ye Ziang Cao Bowen Li Geng Lu 287 70 0 09 May 2022
Visible-Thermal UAV Tracking: A Large-Scale Benchmark and New BaselineComputer Vision and Pattern Recognition (CVPR), 2022 Pengyu Zhang Jie Zhao D. Wang Huchuan Lu Xiang Ruan 170 198 0 08 Apr 2022
Unsupervised Learning of Accurate Siamese TrackingComputer Vision and Pattern Recognition (CVPR), 2022 Qiuhong Shen Leixian Qiao Jinyang Guo Peixia Li Xin Li Yue Liu Weitao Feng Weihao Gan Wei Wu Wanli Ouyang 142 57 0 04 Apr 2022
Efficient Visual Tracking via Hierarchical Cross-Attention Transformer Xin Chen Ben Kang D. Wang Dongdong Li Huchuan Lu ViT 168 77 0 25 Mar 2022
AutoSNN: Towards Energy-Efficient Spiking Neural NetworksInternational Conference on Machine Learning (ICML), 2022 Byunggook Na J. Mok Seongsik Park Dongjin Lee Hyeokjun Choe Sungroh Yoon 340 79 0 30 Jan 2022
WebUAV-3M: A Benchmark for Unveiling the Power of Million-Scale Deep UAV TrackingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Chunhui Zhang Guanjie Huang Li Liu Shan Huang Yinan Yang Xiang Wan Shiming Ge Dacheng Tao 274 39 0 19 Jan 2022
Efficient Visual Tracking with Exemplar TransformersIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021 Philippe Blatter Menelaos Kanakis Martin Danelljan Luc Van Gool ViT 378 124 0 17 Dec 2021
FEAR: Fast, Efficient, Accurate and Robust Visual Tracker Vasyl Borsuk Roman Vei Orest Kupyn T. Martyniuk Igor Krashenyi Jivrí Matas 160 74 0 15 Dec 2021
Visual Object Tracking with Discriminative Filters and Siamese Networks: A Survey and OutlookIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 S. Javed Martin Danelljan Fahad Shahbaz Khan Muhammad Haris Khan Michael Felsberg Jirí Matas 203 180 0 06 Dec 2021
Learning Dynamic Compact Memory Embedding for Deformable Visual Object Tracking Pengfei Zhu Hongtao Yu Kaihua Zhang Yu Wang Shuai Zhao Lei Wang Tianzhu Zhang Q. Hu VOS 127 7 0 23 Nov 2021
Full-attention based Neural Architecture Search using Context Auto-regression Yuan Zhou Haiyang Wang Shuwei Huo Boyu Wang 96 5 0 13 Nov 2021
Collaborative Pure Exploration in Kernel BanditInternational Conference on Learning Representations (ICLR), 2021 Yihan Du Wei Chen Yuko Kuroki Longbo Huang 395 12 0 29 Oct 2021
CHASE: Robust Visual Tracking via Cell-Level Differentiable Neural Architecture Search S. M. Marvasti-Zadeh Javad Khaghani Li Cheng Hossein Ghanei-Yakhdan S. Kasaei 141 5 0 02 Jul 2021
Learning Spatio-Temporal Transformer for Visual TrackingIEEE International Conference on Computer Vision (ICCV), 2021 Bin Yan Houwen Peng Jianlong Fu Dong Wang Huchuan Lu ViT 211 943 0 31 Mar 2021
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight TransferIEEE Access (IEEE Access), 2020 William J. McNally Kanav Vats Alexander Wong J. McPhee 3DH 154 19 0 17 Nov 2020
DCFNet: Discriminant Correlation Filters Network for Visual Tracking Qiang Wang Jin Gao Junliang Xing Mengdan Zhang Weiming Hu 141 245 0 13 Apr 2017
Xception: Deep Learning with Depthwise Separable ConvolutionsComputer Vision and Pattern Recognition (CVPR), 2016 François Chollet MDE BDL PINN 2.5K 16,427 0 07 Oct 2016