Tracking Emerges by Colorizing Videos

25 June 2018

Carl Vondrick

Papers citing "Tracking Emerges by Colorizing Videos"

50 / 249 papers shown

Title
ViewCLR: Learning Self-supervised Video Representation for Unseen Viewpoints Srijan Das Michael S. Ryoo SSL 39 17 0 07 Dec 2021
Self-supervised Video Transformer Kanchana Ranasinghe Muzammal Naseer Salman Khan Fahad Shahbaz Khan Michael S. Ryoo ViT 39 84 0 02 Dec 2021
PreViTS: Contrastive Pretraining with Video Tracking Supervision Brian Chen Ramprasaath R. Selvaraju Shih-Fu Chang Juan Carlos Niebles Nikhil Naik ViT 35 2 0 01 Dec 2021
The Emergence of Objectness: Learning Zero-Shot Segmentation from Videos Runtao Liu Zhirong Wu Stella X. Yu Stephen Lin VOS 32 51 0 11 Nov 2021
Dense Unsupervised Learning for Video Segmentation Nikita Araslanov Simone Schaub-Meyer Stefan Roth VOS 30 30 0 11 Nov 2021
Self-Supervised Multi-Object Tracking with Cross-Input Consistency Favyen Bastani Songtao He Sam Madden SSL VOT 27 30 0 10 Nov 2021
Exploring the Semi-supervised Video Object Segmentation Problem from a Cyclic Perspective Yuxi Li N. Xu Wenjie Yang John See Weiyao Lin VOS 22 5 0 02 Nov 2021
The Impact of Spatiotemporal Augmentations on Self-Supervised Audiovisual Representation Learning Haider Al-Tahan Y. Mohsenzadeh SSL AI4TS 34 0 0 13 Oct 2021
Temporally Consistent Video Colorization with Deep Feature Propagation and Self-regularization Learning Yihao Liu Hengyuan Zhao Kelvin C. K. Chan Xintao Wang Chen Change Loy Yu Qiao Chao Dong AI4TS 30 42 0 09 Oct 2021
Motion-aware Contrastive Video Representation Learning via Foreground-background Merging Shuangrui Ding Maomao Li Tianyu Yang Rui Qian Haohang Xu Qingyi Chen Jue Wang Hongkai Xiong SSL 28 49 0 30 Sep 2021
Modelling Neighbor Relation in Joint Space-Time Graph for Video Correspondence Learning Zixu Zhao Yueming Jin Pheng-Ann Heng SSL 42 21 0 28 Sep 2021
Learning Contrastive Representation for Semantic Correspondence Taihong Xiao Sifei Liu Shalini De Mello Zhiding Yu Jan Kautz Ming-Hsuan Yang SSL 88 15 0 22 Sep 2021
Self-supervised Representation Learning for Reliable Robotic Monitoring of Fruit Anomalies Taeyeong Choi Owen Would A. Gomez Grzegorz Cielniak 28 16 0 21 Sep 2021
Deep Collaborative Multi-Modal Learning for Unsupervised Kinship Estimation Guan-Nan Dong Chi-Man Pun Zheng Zhang 16 4 0 07 Sep 2021
The Animation Transformer: Visual Correspondence via Segment Matching Evan Casey V. Pérez Zhuoru Li Harry Teitelman Nick Boyajian Tim Pulver Mike Manh William Grisaitis ViT 19 30 0 06 Sep 2021
Drop-DTW: Aligning Common Signal Between Sequences While Dropping Outliers Nikita Dvornik Isma Hadji Konstantinos G. Derpanis Animesh Garg Allan D. Jepson 17 50 0 26 Aug 2021
Joint Inductive and Transductive Learning for Video Object Segmentation Yunyao Mao Ning Wang Wen-gang Zhou Houqiang Li VOS 36 99 0 08 Aug 2021
Spatiotemporal Contrastive Learning of Facial Expressions in Videos Shuvendu Roy Ali Etemad 44 17 0 06 Aug 2021
Enhancing Self-supervised Video Representation Learning via Multi-level Feature Optimization Rui Qian Yuxi Li Huabin Liu John See Shuangrui Ding Xian Liu Dian Li Weiyao Lin 35 42 0 04 Aug 2021
Self-supervised Learning with Local Attention-Aware Feature T. Pham R. Mina Dias Issa Chang D. Yoo 23 5 0 01 Aug 2021
On The State of Data In Computer Vision: Human Annotations Remain Indispensable for Developing Deep Learning Models Z. Emam Andrew Kondrich Sasha Harrison Felix Lau Yushi Wang Aerin Kim E. Branson VLM 38 11 0 31 Jul 2021
Self-Supervised Video Object Segmentation by Motion-Aware Mask Propagation Bo Miao Bennamoun Yongsheng Gao Ajmal Mian VOS 18 20 0 27 Jul 2021
Transcript to Video: Efficient Clip Sequencing from Texts Yu Xiong Fabian Caba Heilbron Dahua Lin CLIP 28 10 0 25 Jul 2021
Do Different Tracking Tasks Require Different Appearance Models? Zhongdao Wang Hengshuang Zhao Yali Li Shengjin Wang Philip Torr Luca Bertinetto 37 82 0 05 Jul 2021
A Survey on Deep Learning Technique for Video Segmentation Tianfei Zhou Fatih Porikli David J. Crandall Luc Van Gool Wenguan Wang VOS 36 232 0 02 Jul 2021
Learning from Pseudo Lesion: A Self-supervised Framework for COVID-19 Diagnosis Zhongliang Li Zhihao Jin Xuechen Li Linlin Shen SSL MedIm 15 1 0 23 Jun 2021
MaCLR: Motion-aware Contrastive Learning of Representations for Videos Fanyi Xiao Joseph Tighe Davide Modolo SSL 24 13 0 17 Jun 2021
Watching Too Much Television is Good: Self-Supervised Audio-Visual Representation Learning from Movies and TV Shows Mahdi M. Kalayeh Nagendra Kamath Lingyi Liu Ashok Chandrashekar SSL 24 2 0 16 Jun 2021
Divide and Contrast: Self-supervised Learning from Uncurated Data Yonglong Tian Olivier J. Hénaff Aaron van den Oord SSL 64 96 0 17 May 2021
Breaking Shortcut: Exploring Fully Convolutional Cycle-Consistency for Video Correspondence Learning Yansong Tang Zhenyu Jiang Zhenda Xie Yue Cao Zheng-Wei Zhang Philip Torr Han Hu 43 5 0 12 May 2021
Representation Learning via Global Temporal Alignment and Cycle-Consistency Isma Hadji Konstantinos G. Derpanis Allan D. Jepson AI4TS 27 54 0 11 May 2021
Unsupervised Visual Representation Learning by Tracking Patches in Video Guangting Wang Yizhou Zhou Chong Luo Wenxuan Xie Wenjun Zeng Zhiwei Xiong SSL 35 24 0 06 May 2021
Motion-Augmented Self-Training for Video Recognition at Smaller Scale Kirill Gavrilyuk Mihir Jain I. Karmanov Cees G. M. Snoek 18 21 0 04 May 2021
Self-Supervised Pillar Motion Learning for Autonomous Driving Chenxu Luo Xiaodong Yang Alan Yuille SSL 3DPC 33 66 0 18 Apr 2021
Self-supervised Video Object Segmentation by Motion Grouping Charig Yang Hala Lamdouar Erika Lu Andrew Zisserman Weidi Xie VOS OCL 30 157 0 15 Apr 2021
Multiple Object Tracking with Correlation Learning Qiang Wang Yun Zheng Pan Pan Yinghui Xu VOT 40 147 0 08 Apr 2021
Track, Check, Repeat: An EM Approach to Unsupervised Tracking Adam W. Harley Yiming Zuo Jing Wen Ayush Mangal Shubhankar Potdar Ritwick Chaudhry Katerina Fragkiadaki 28 9 0 07 Apr 2021
Efficient Personalized Speech Enhancement through Self-Supervised Learning Aswin Sivaraman Minje Kim 26 19 0 05 Apr 2021
TATL: Task Agnostic Transfer Learning for Skin Attributes Detection D. M. Nguyen Thu Nguyen Huong Vu Quang Pham Manh-Duy Nguyen Binh T. Nguyen Daniel Sonntag 13 20 0 04 Apr 2021
Rethinking Self-supervised Correspondence Learning: A Video Frame-level Similarity Perspective Jiarui Xu Xiaolong Wang VOS 40 92 0 31 Mar 2021
Broaden Your Views for Self-Supervised Video Learning Adrià Recasens Pauline Luc Jean-Baptiste Alayrac Luyu Wang Ross Hemsley ... Florent Altché M. Valko Jean-Bastien Grill Aaron van den Oord Andrew Zisserman SSL AI4TS 33 127 0 30 Mar 2021
Adversarial Attacks are Reversible with Natural Supervision Chengzhi Mao Mia Chiquer Hao Wang Junfeng Yang Carl Vondrick BDL AAML 21 55 0 26 Mar 2021
Region Similarity Representation Learning Tete Xiao Colorado Reed Xiaolong Wang Kurt Keutzer Trevor Darrell VLM SSL 40 117 0 24 Mar 2021
Weakly Supervised Instance Segmentation for Videos with Temporal Mask Consistency Qing Liu Vignesh Ramanathan D. Mahajan Alan Yuille Zhenheng Yang VOS 25 19 0 23 Mar 2021
Group Collaborative Learning for Co-Salient Object Detection Qi Fan Deng-Ping Fan Huazhu Fu Chi-Keung Tang Ling Shao Yu-Wing Tai 32 80 0 15 Mar 2021
VideoMoCo: Contrastive Video Representation Learning with Temporally Adversarial Examples Tian Pan Yibing Song Tianyu Yang Wenhao Jiang Wei Liu 33 222 0 10 Mar 2021
Perspectives and Prospects on Transformer Architecture for Cross-Modal Tasks with Language and Vision Andrew Shin Masato Ishii T. Narihira 35 37 0 06 Mar 2021
RCoNet: Deformable Mutual Information Maximization and High-order Uncertainty-aware Learning for Robust COVID-19 Detection Shunjie Dong Qianqian Yang Yu Fu Mei Tian Cheng Zhuo OOD 25 42 0 22 Feb 2021
Colorization Transformer Manoj Kumar Dirk Weissenborn Nal Kalchbrenner ViT 232 156 0 08 Feb 2021
Echo-SyncNet: Self-supervised Cardiac View Synchronization in Echocardiography F. Dezaki C. Luong T. Ginsberg R. Rohling K. Gin Purang Abolmaesumi T. Tsang 22 15 0 03 Feb 2021