Self-Supervised Multi-Object Tracking For Autonomous Driving From Consistency Across Timescales

25 April 2023

Abhinav Valada

Papers citing "Self-Supervised Multi-Object Tracking For Autonomous Driving From Consistency Across Timescales"

23 / 23 papers shown

Title
Tracking Every Thing in the Wild Siyuan Li Martin Danelljan Henghui Ding Thomas E. Huang Feng Yu 74 43 0 26 Jul 2022
MeMOT: Multi-Object Tracking with Memory Jiarui Cai Mingze Xu Wei Li Yuanjun Xiong Wei Xia Zhuowen Tu Stefano Soatto VOT 72 155 0 31 Mar 2022
Online Multi-Object Tracking with Unsupervised Re-Identification Learning and Occlusion Estimation Qiankun Liu Dongdong Chen Qi Chu Lu Yuan B. Liu Lei Zhang Nenghai Yu VOT 47 86 0 04 Jan 2022
Masked Feature Prediction for Self-Supervised Visual Pre-Training Chen Wei Haoqi Fan Saining Xie Chaoxia Wu Alan Yuille Christoph Feichtenhofer ViT 141 668 0 16 Dec 2021
YOLOX: Exceeding YOLO Series in 2021 Zheng Ge Songtao Liu Feng Wang Zeming Li Jian Sun ObjD 133 4,086 0 18 Jul 2021
An Empirical Study of Training Self-Supervised Vision Transformers Xinlei Chen Saining Xie Kaiming He ViT 154 1,862 0 05 Apr 2021
There is More than Meets the Eye: Self-Supervised Multi-Object Detection and Tracking with Sound by Distilling Multimodal Knowledge Francisco Rivera Valverde Juana Valeria Hurtado Abhinav Valada 67 73 0 01 Mar 2021
TrackFormer: Multi-Object Tracking with Transformers Tim Meinhardt A. Kirillov Laura Leal-Taixe Christoph Feichtenhofer VOT 266 766 0 07 Jan 2021
Deformable DETR: Deformable Transformers for End-to-End Object Detection Xizhou Zhu Weijie Su Lewei Lu Bin Li Xiaogang Wang Jifeng Dai ViT 216 5,073 0 08 Oct 2020
HOTA: A Higher Order Metric for Evaluating Multi-Object Tracking Jonathon Luiten Aljosa Osep Patrick Dendorfer Philip Torr Andreas Geiger Laura Leal-Taixe Bastian Leibe VOT 72 910 0 16 Sep 2020
CycAs: Self-supervised Cycle Association for Learning Re-identifiable Descriptions Zhongdao Wang Jingwei Zhang Liang Zheng Yixuan Liu Yifan Sun Yali Li Shengjin Wang 43 94 0 15 Jul 2020
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin OCL SSL 227 4,074 0 17 Jun 2020
Quasi-Dense Similarity Learning for Multiple Object Tracking Jiangmiao Pang Linlu Qiu Xia Li Haofeng Chen Qi Li Trevor Darrell Feng Yu VOT 136 372 0 11 Jun 2020
Simple Unsupervised Multi-Object Tracking Shyamgopal Karthik Ameya Prabhu Vineet Gandhi VOT 66 80 0 04 Jun 2020
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking Yifu Zhang Chunyu Wang Xinggang Wang Wenjun Zeng Wenyu Liu VOT 92 1,339 0 04 Apr 2020
Tracking Objects as Points Xingyi Zhou V. Koltun Philipp Krahenbuhl VOT 3DPC 74 1,059 0 02 Apr 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 475 3,427 0 09 Mar 2020
Unsupervised Deep Tracking Ning Wang Yibing Song Chao Ma Wen-gang Zhou Wen Liu Houqiang Li 87 332 0 03 Apr 2019
Learning Correspondence from the Cycle-Consistency of Time Xinyu Wang Allan Jabri Alexei A. Efros SSL 77 490 0 18 Mar 2019
Tracking without bells and whistles Philipp Bergmann Tim Meinhardt Laura Leal-Taixe VOT 110 910 0 13 Mar 2019
Simple Online and Realtime Tracking with a Deep Association Metric N. Wojke Alex Bewley Dietrich Paulus VOT 397 3,530 0 21 Mar 2017
Colorization as a Proxy Task for Visual Understanding Gustav Larsson Michael Maire Gregory Shakhnarovich SSL 142 497 0 11 Mar 2017
Simple Online and Realtime Tracking Alex Bewley Zongyuan Ge Lionel Ott F. Ramos B. Upcroft VOT 84 3,091 0 02 Feb 2016