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Tracking Without Bells and Whistles
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2019
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Philipp Bergmann
Tim Meinhardt
Laura Leal-Taixé
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4
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Tracking Objects as Points
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2020
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Xingyi Zhou
Vladlen Koltun
Philipp KrĂ€henbĂŒhl
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4
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MOT16: A Benchmark for Multi-Object Tracking
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2016
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Anton Milan
Laura Leal-Taixé
Ian Reid
Stefan Roth
Konrad Schindler
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4
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Towards Real-Time Multi-Object Tracking
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2020
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Zhongdao Wang
Liang Zheng
Yixuan Liu
Yali Li
Shengjin Wang
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4
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CrowdHuman: A Benchmark for Detecting Human in a Crowd
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2018
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Shuai Shao
Zijian Zhao
Boxun Li
Tete Xiao
Gang Yu
Xiangyu Zhang
Jian Sun
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3
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TubeTK: Adopting Tubes to Track Multi-Object in a One-Step Training Model
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2020
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Bo Pang
Yizhuo Li
Yifan Zhang
Muchen Li
Cewu Lu
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3
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End-to-End Object Detection with Transformers
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2020
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Nicolas Carion
Francisco Massa
Gabriel Synnaeve
Nicolas Usunier
Alexander Kirillov
Sergey Zagoruyko
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3
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FairMOT: On the Fairness of Detection and Re-identification in Multiple Object Tracking
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2021
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Yifu Zhang
Chunyu Wang
Xinggang Wang
Wenjun Zeng
Wenyu Liu
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3
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Rethinking the competition between detection and ReID in Multi-Object Tracking
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2020
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Chao Liang
Zhipeng Zhang
Zhou Xue
Bing Li
Shuyuan Zhu
Weiming Hu
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3
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Attention Is All You Need
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2017
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Ashish Vaswani
Noam Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan N. Gomez
Ćukasz Kaiser
Illia Polosukhin
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3
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Chained-Tracker: Chaining Paired Attentive Regression Results for End-to-End Joint Multiple-Object Detection and Tracking
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2020
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Jinlong Peng
Changan Wang
Fangbin Wan
Yang Wu
Yabiao Wang
Ying Tai
Chengjie Wang
Jilin Li
Feiyue Huang
Yanwei Fu
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3
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Simple online and realtime tracking
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2016
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Alex Bewley
Zongyuan Ge
Lionel Ott
FĂĄbio Ramos
Ben Upcroft
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3
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Simple online and realtime tracking with a deep association metric
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2017
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Nicolai Wojke
Alex Bewley
Dietrich Paulus
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3
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Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
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2016
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Shaoqing Ren
Kaiming He
Ross Girshick
Jian Sun
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3
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MOT20: A benchmark for multi object tracking in crowded scenes
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2020
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Patrick Dendorfer
Hamid Rezatofighi
Anton Milan
Qinfeng Shi
Daniel Cremers
Ian Reid
Stefan Roth
Konrad Schindler
Laura Leal-Taixé
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3
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Quasi-Dense Similarity Learning for Multiple Object Tracking
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2021
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Jiangmiao Pang
Linlu Qiu
Xia Li
Haofeng Chen
Qi Li
Trevor Darrell
Fisher Yu
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2
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POI: Multiple Object Tracking with High Performance Detection and Appearance Feature
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2016
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Fengwei Yu
Wenbo Li
Quanquan Li
Yu Liu
Xiaohua Shi
Junjie Yan
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2
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SiamRPN++: Evolution of Siamese Visual Tracking With Very Deep Networks
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2019
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Bo Li
Wei Wu
Qiang Wang
Fangyi Zhang
Junliang Xing
Junjie Yan
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2
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Fully-Convolutional Siamese Networks for Object Tracking
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2016
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Luca Bertinetto
Jack Valmadre
JoĂŁo F. Henriques
Andrea Vedaldi
Philip H. S. Torr
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2
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Recurrent Autoregressive Networks for Online Multi-object Tracking
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2018
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Kuan Fang
Yu Xiang
Xiaocheng Li
Silvio Savarese
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2
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MOTR: End-to-End Multiple-Object Tracking with Transformer
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2022
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Fangao Zeng
Bin Dong
Yuang Zhang
Tiancai Wang
Xiangyu Zhang
Yichen Wei
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2
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SiamMOT: Siamese Multi-Object Tracking
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2021
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Bing Shuai
Andrew Berneshawi
Xinyu Li
Davide Modolo
Joseph Tighe
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2
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TransCenter: Transformers with Dense Queries for Multiple-Object Tracking
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2021
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Yihong Xu
Yutong Ban
Guillaume Delorme
Chuang Gan
Daniela Rus
Xavier Alameda-Pineda
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2
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Track to Detect and Segment: An Online Multi-Object Tracker
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2021
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Jialian Wu
Jiale Cao
Liangchen Song
Yu Wang
Ming Yang
Junsong Yuan
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2
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TransTrack: Multiple Object Tracking with Transformer
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2020
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Peize Sun
Yi Jiang
Rufeng Zhang
Enze Xie
Jinkun Cao
Xinting Hu
Tao Kong
Zehuan Yuan
Changhu Wang
Ping Luo
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2
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Detect to Track and Track to Detect
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2017
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Christoph Feichtenhofer
Axel Pinz
Andrew Zisserman
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2
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TrackFormer: Multi-Object Tracking with Transformers
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2022
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Tim Meinhardt
Alexander Kirillov
Laura Leal-Taixé
Christoph Feichtenhofer
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2
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Online Multi-Object Tracking with Dual Matching Attention Networks
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2018
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Ji Zhu
Hua Yang
Nian Liu
Minyoung Kim
Wenjun Zhang
MingâHsuan Yang
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2
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Learnable Graph Matching: Incorporating Graph Partitioning with Deep Feature Learning for Multiple Object Tracking
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2021
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Jiawei He
Zehao Huang
Naiyan Wang
Zhaoxiang Zhang
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2
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Multi-Object Tracking with Multiple Cues and Switcher-Aware Classification
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2019
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Weitao Feng
Zhihao Hu
Wei Wu
Junjie Yan
Wanli Ouyang
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2
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MOTChallenge 2015: Towards a Benchmark for Multi-Target Tracking
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2015
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Laura Leal-Taixé
Anton Milan
Ian Reid
Stefan Roth
Konrad Schindler
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2
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MAT: Motion-Aware Multi-Object Tracking
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2020
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Shoudong Han
Piao Huang
Hongwei Wang
En Yu
Donghaisheng Liu
Xiaofeng Pan
Jun Zhao
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2
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How to Train Your Deep Multi-Object Tracker
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2020
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Yihong Xu
Aljosa sep
Yutong Ban
Radu Horaud
Laura Leal-Taixé
Xavier Alameda-Pineda
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2
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MOTChallenge 2015: Towards a Benchmark for Multi-Target Tracking
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2015
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Laura Leal-Taixé
Anton Milan
Ian Reid
Stefan Roth
Konrad Schindler
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2
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Learning a Neural Solver for Multiple Object Tracking
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2020
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Guillem BrasĂł
Laura Leal-Taixé
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2
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Simple Online and Realtime Tracking with a Deep Association Metric
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2017
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Nicolai Wojke
Alex Bewley
Dietrich Paulus
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2
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FCOS: Fully Convolutional One-Stage Object Detection
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2019
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Zhi Tian
Chunhua Shen
Hao Chen
Tong He
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2
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Chained-Tracker: Chaining Paired Attentive Regression Results for End-to-End Joint Multiple-Object Detection and Tracking
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2020
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Jinlong Peng
Changan Wang
Fangbin Wan
Yang Wu
Yabiao Wang
Ying Tai
Chengjie Wang
Jilin Li
Feiyue Huang
Yanwei Fu
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2
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Objects as Points
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2019
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Xingyi Zhou
Dequan Wang
Philipp KrĂ€henbĂŒhl
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2
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Cascade R-CNN: Delving Into High Quality Object Detection
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2018
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Zhaowei Cai
Nuno Vasconcelos
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2
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HOTA: A Higher Order Metric for Evaluating Multi-object Tracking
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2020
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Jonathon Luiten
AljoĆĄa OĆĄep
Patrick Dendorfer
Philip H. S. Torr
Andreas Geiger
Laura Leal-Taixé
Bastian Leibe
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2
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Integrated Object Detection and Tracking with Tracklet-Conditioned Detection
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2018
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Zheng Zhang
Dazhi Cheng
Xizhou Zhu
Stephen Lin
Jifeng Dai
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1
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Feature Pyramid Networks for Object Detection
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2017
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Tsung-Yi Lin
Piotr DollĂĄr
Ross Girshick
Kaiming He
Bharath Hariharan
Serge Belongie
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1
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Tracklet Association Tracker: An End-to-End Learning-based Association Approach for Multi-Object Tracking
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2018
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Han Shen
Lichao Huang
Chang Huang
Wei Xu
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1
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Temporal dynamic appearance modeling for online multi-person tracking
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2016
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Min Yang
Yunde Jia
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1
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CornerNet: Detecting Objects as Paired Keypoints
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2019
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Hei Law
Jia Deng
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1
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Focal Loss for Dense Object Detection
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2018
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Tsung-Yi Lin
Priya Goyal
Ross Girshick
Kaiming He
Piotr DollĂĄr
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1
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Domain Adaptive Faster R-CNN for Object Detection in the Wild
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2018
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Yuhua Chen
Li Wen
Christos Sakaridis
Dengxin Dai
Luc Van Gool
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1
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Joint Detection and Identification Feature Learning for Person Search
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2017
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Tong Xiao
Shuang Li
Bochao Wang
Liang Lin
Xiaogang Wang
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1
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Fast and Furious: Real Time End-to-End 3D Detection, Tracking and Motion Forecasting with a Single Convolutional Net
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2020
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Wenjie Luo
Bin Yang
Raquel Urtasun
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1
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