Tracking Emerges by Colorizing Videos

25 June 2018

Carl Vondrick

Papers citing "Tracking Emerges by Colorizing Videos"

50 / 68 papers shown

Title
Leveraging Motion Information for Better Self-Supervised Video Correspondence Learning Zihan Zhoua Changrui Daia Aibo Songa Xiaolin Fang VOS 69 0 0 15 Mar 2025
Beyond Traditional Single Object Tracking: A Survey Omar Abdelaziz Mohamed Shehata Mohamed Mohamed 35 0 0 16 May 2024
$Color-$S^{4}L$: Self-supervised Semi-supervised Learning with Image Colorization$ Color- $S^{4}L$ : Self-supervised Semi-supervised Learning with Image Colorization Hanxiao Chen SSL VLM 14 2 0 08 Jan 2024
Semi-supervised Active Learning for Video Action Detection Aayush Singh A. J. Rana Akash Kumar Shruti Vyas Y. S. Rawat 28 7 0 12 Dec 2023
SCONE-GAN: Semantic Contrastive learning-based Generative Adversarial Network for an end-to-end image translation Iman Abbasnejad Fabio Zambetta Flora D. Salim Timothy Wiley Jeffrey Chan Russell Gallagher Ehsan Abbasnejad GAN 11 0 0 07 Nov 2023
Doduo: Learning Dense Visual Correspondence from Unsupervised Semantic-Aware Flow Zhenyu Jiang Hanwen Jiang Yuke Zhu VOS 14 4 0 26 Sep 2023
Language-based Action Concept Spaces Improve Video Self-Supervised Learning Kanchana Ranasinghe Michael S. Ryoo SSL VLM 26 12 0 20 Jul 2023
Siamese Masked Autoencoders Agrim Gupta Jiajun Wu Jia Deng Li Fei-Fei 25 48 0 23 May 2023
S $^3$ Track: Self-supervised Tracking with Soft Assignment Flow Fatemeh Azimi Fahim Mannan Felix Heide VOT 24 0 0 17 May 2023
Best of Both Worlds: Multimodal Contrastive Learning with Tabular and Imaging Data Paul Hager M. Menten Daniel Rueckert 19 47 0 24 Mar 2023
Copy-Pasting Coherent Depth Regions Improves Contrastive Learning for Urban-Scene Segmentation Liang Zeng A. Lengyel Nergis Tomen J. C. V. Gemert AI4TS 19 0 0 25 Nov 2022
Instance-based Learning for Knowledge Base Completion Wanyun Cui Xingran Chen 14 7 0 13 Nov 2022
Motion-inductive Self-supervised Object Discovery in Videos Shuangrui Ding Weidi Xie Yabo Chen Rui Qian Xiaopeng Zhang H. Xiong Q. Tian VOS 14 18 0 01 Oct 2022
The Change You Want to See Ragav Sachdeva Andrew Zisserman 18 3 0 28 Sep 2022
Self-supervised Learning for Unintentional Action Prediction Olga Zatsarynna Yazan Abu Farha Juergen Gall SSL 36 8 0 24 Sep 2022
Semi-Supervised and Unsupervised Deep Visual Learning: A Survey Yanbei Chen Massimiliano Mancini Xiatian Zhu Zeynep Akata 30 113 0 24 Aug 2022
Segmenting Moving Objects via an Object-Centric Layered Representation Jun Xie Weidi Xie Andrew Zisserman VOS OCL 28 47 0 05 Jul 2022
Dissecting Self-Supervised Learning Methods for Surgical Computer Vision Sanat Ramesh V. Srivastav Deepak Alapatt Tong Yu Aditya Murali ... Saurav Sharma A. Fleurentin Georgios Exarchakis Alexandros Karargyris N. Padoy 16 42 0 01 Jul 2022
Simple Unsupervised Object-Centric Learning for Complex and Naturalistic Videos Gautam Singh Yi-Fu Wu Sungjin Ahn OCL 33 114 0 27 May 2022
MAD: Self-Supervised Masked Anomaly Detection Task for Multivariate Time Series Yiwei Fu Feng Xue AI4TS 21 15 0 04 May 2022
On Negative Sampling for Audio-Visual Contrastive Learning from Movies Mahdi M. Kalayeh Shervin Ardeshir Lingyi Liu Nagendra Kamath Ashok Chandrashekar SSL 22 3 0 29 Apr 2022
Sound Localization by Self-Supervised Time Delay Estimation Ziyang Chen David Fouhey Andrew Owens SSL 19 19 0 26 Apr 2022
Hierarchical Self-supervised Representation Learning for Movie Understanding Fanyi Xiao Kaustav Kundu Joseph Tighe Davide Modolo SSL 37 24 0 06 Apr 2022
Self-supervised Semantic Segmentation Grounded in Visual Concepts Wenbin He William C. Surmeier A. Shekar Liangke Gou Liu Ren SSL 19 7 0 25 Mar 2022
Transfer of Representations to Video Label Propagation: Implementation Factors Matter Daniel McKee Zitong Zhan Bing Shuai Davide Modolo Joseph Tighe Svetlana Lazebnik SSL 11 4 0 10 Mar 2022
Boundary-aware Self-supervised Learning for Video Scene Segmentation Jonghwan Mun Minchul Shin Gunsoo Han Sangho Lee S. Ha Joonseok Lee Eun-Sol Kim SSL 38 20 0 14 Jan 2022
HODOR: High-level Object Descriptors for Object Re-segmentation in Video Learned from Static Images A. Athar Jonathon Luiten Alexander Hermans Deva Ramanan Bastian Leibe VOS 22 25 0 16 Dec 2021
LipSound2: Self-Supervised Pre-Training for Lip-to-Speech Reconstruction and Lip Reading Leyuan Qu C. Weber S. Wermter 28 23 0 09 Dec 2021
Self-supervised Video Transformer Kanchana Ranasinghe Muzammal Naseer Salman Khan F. Khan Michael S. Ryoo ViT 26 84 0 02 Dec 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 19 0 0 13 Oct 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 14 30 0 06 Sep 2021
Spatiotemporal Contrastive Learning of Facial Expressions in Videos Shuvendu Roy Ali Etemad 32 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 17 42 0 04 Aug 2021
Do Different Tracking Tasks Require Different Appearance Models? Zhongdao Wang Hengshuang Zhao Yali Li Shengjin Wang Philip H. S. Torr Luca Bertinetto 29 81 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 20 230 0 02 Jul 2021
Divide and Contrast: Self-supervised Learning from Uncurated Data Yonglong Tian Olivier J. Hénaff Aaron van den Oord SSL 49 96 0 17 May 2021
Self-Supervised Pillar Motion Learning for Autonomous Driving Chenxu Luo Xiaodong Yang Alan Yuille SSL 3DPC 20 66 0 18 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 15 9 0 07 Apr 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 23 127 0 30 Mar 2021
Region Similarity Representation Learning Tete Xiao Colorado Reed Xiaolong Wang Kurt Keutzer Trevor Darrell VLM SSL 27 116 0 24 Mar 2021
Group Collaborative Learning for Co-Salient Object Detection Qi Fan Deng-Ping Fan H. Fu Chi-Keung Tang Ling Shao Yu-Wing Tai 19 80 0 15 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 17 42 0 22 Feb 2021
Colorization Transformer Manoj Kumar Dirk Weissenborn Nal Kalchbrenner ViT 218 156 0 08 Feb 2021
Learning the Predictability of the Future Dídac Surís Ruoshi Liu Carl Vondrick 13 71 0 01 Jan 2021
Contrastive Transformation for Self-supervised Correspondence Learning Ning Wang Wen-gang Zhou Houqiang Li VOS 8 33 0 09 Dec 2020
Betrayed by Motion: Camouflaged Object Discovery via Motion Segmentation Hala Lamdouar Charig Yang Weidi Xie Andrew Zisserman 14 78 0 23 Nov 2020
Hierarchically Decoupled Spatial-Temporal Contrast for Self-supervised Video Representation Learning Zehua Zhang David J. Crandall AI4TS SSL 16 23 0 23 Nov 2020
Unsupervised Video Representation Learning by Bidirectional Feature Prediction Nadine Behrmann Juergen Gall M. Noroozi SSL MDE 16 29 0 11 Nov 2020
DeepRemaster: Temporal Source-Reference Attention Networks for Comprehensive Video Enhancement S. Iizuka E. Simo-Serra 11 39 0 18 Sep 2020