Tracking by Animation: Unsupervised Learning of Multi-Object Attentive Trackers

10 September 2018

Papers citing "Tracking by Animation: Unsupervised Learning of Multi-Object Attentive Trackers"

20 / 20 papers shown

Title
VONet: Unsupervised Video Object Learning With Parallel U-Net Attention and Object-wise Sequential VAE Haonan Yu Wei Xu ViT 36 1 0 20 Jan 2024
Unsupervised Object-Centric Learning from Multiple Unspecified Viewpoints Jinyang Yuan Tonglin Chen Zhimeng Shen Bin Li Xiangyang Xue OCL 35 2 0 03 Jan 2024
Object-Centric Video Prediction via Decoupling of Object Dynamics and Interactions Angel Villar-Corrales Ismail Wahdan Sven Behnke OCL 29 7 0 23 Feb 2023
Neural Systematic Binder Gautam Singh Yeongbin Kim Sungjin Ahn OCL 32 36 0 02 Nov 2022
Unsupervised Multi-object Segmentation by Predicting Probable Motion Patterns Laurynas Karazija Subhabrata Choudhury Iro Laina Christian Rupprecht Andrea Vedaldi OCL 108 21 0 21 Oct 2022
Simple Unsupervised Object-Centric Learning for Complex and Naturalistic Videos Gautam Singh Yi-Fu Wu Sungjin Ahn OCL 53 115 0 27 May 2022
Recent Advances in Embedding Methods for Multi-Object Tracking: A Survey Gaoang Wang Xiuming Zhang Lei Li VOT 61 15 0 22 May 2022
Unsupervised Image Decomposition with Phase-Correlation Networks Angel Villar-Corrales Sven Behnke OCL 35 4 0 07 Oct 2021
MarioNette: Self-Supervised Sprite Learning Dmitriy Smirnov Michael Gharbi Matthew Fisher Vitor Campagnolo Guizilini Alexei A. Efros Justin Solomon SSL OCL 74 37 0 29 Apr 2021
Unsupervised Object-Based Transition Models for 3D Partially Observable Environments Antonia Creswell Rishabh Kabra Christopher P. Burgess Murray Shanahan OCL 30 29 0 08 Mar 2021
Neural Production Systems: Learning Rule-Governed Visual Dynamics Anirudh Goyal Aniket Didolkar Nan Rosemary Ke Charles Blundell Philippe Beaudoin N. Heess Michael C. Mozer Yoshua Bengio OCL 50 82 0 02 Mar 2021
A Hypergradient Approach to Robust Regression without Correspondence Yujia Xie Yongyi Mao Simiao Zuo Hongteng Xu X. Ye T. Zhao H. Zha 26 15 0 30 Nov 2020
Improving Generative Imagination in Object-Centric World Models Zhixuan Lin Yi-Fu Wu Skand Peri Bofeng Fu Jindong Jiang Sungjin Ahn OCL 27 80 0 05 Oct 2020
Weakly-Supervised Cell Tracking via Backward-and-Forward Propagation Kazuya Nishimura Junya Hayashida Chenyang Wang Dai Fei Elmer Ker Ryoma Bise 26 17 0 30 Jul 2020
Unsupervised Spatio-temporal Latent Feature Clustering for Multiple-object Tracking and Segmentation Abubakar Siddique Reza Jalil Mozhdehi Henry Medeiros DRL 28 4 0 14 Jul 2020
AutoTrajectory: Label-free Trajectory Extraction and Prediction from Videos using Dynamic Points Yuexin Ma Xinge ZHU Xinjing Cheng Ruigang Yang Jiming Liu Tianyi Zhou 3DPC 26 12 0 11 Jul 2020
Exploiting Spatial Invariance for Scalable Unsupervised Object Tracking Eric Crawford Joelle Pineau 50 66 0 20 Nov 2019
SCALOR: Generative World Models with Scalable Object Representations Jindong Jiang Sepehr Janghorbani Gerard de Melo Sungjin Ahn OCL DRL 46 132 0 06 Oct 2019
Online Multiple Pedestrians Tracking using Deep Temporal Appearance Matching Association Young-Chul Yoon D. Kim Young-min Song Kwangjin Yoon M. Jeon VOT 28 68 0 01 Jul 2019
Multiple Object Tracking: A Literature Review Wenhan Luo Junliang Xing Anton Milan Xiaoqin Zhang Wei Liu Tae-Kyun Kim VOT 29 797 0 26 Sep 2014