Tracking Emerges by Colorizing Videos

25 June 2018

Carl Vondrick

Papers citing "Tracking Emerges by Colorizing Videos"

49 / 249 papers shown

Title
Self-supervised Point Set Local Descriptors for Point Cloud Registration Yijun Yuan Jiawei Hou A. Nüchter Sören Schwertfeger 3DPC 25 26 0 11 Mar 2020
Learning Video Object Segmentation from Unlabeled Videos Xiankai Lu Wenguan Wang Jianbing Shen Yu-Wing Tai David J. Crandall Guosheng Lin VOS 41 145 0 10 Mar 2020
Noise Estimation Using Density Estimation for Self-Supervised Multimodal Learning Elad Amrani Rami Ben-Ari Daniel Rotman A. Bronstein 17 121 0 06 Mar 2020
Instance Separation Emerges from Inpainting Steffen Wolf Fred Hamprecht Jan Funke OCL SSL 28 2 0 28 Feb 2020
Learning Fast and Robust Target Models for Video Object Segmentation Andreas Robinson Felix Järemo Lawin Martin Danelljan Fahad Shahbaz Khan M. Felsberg VOS 51 140 0 27 Feb 2020
Learning Representations by Predicting Bags of Visual Words Spyros Gidaris Andrei Bursuc N. Komodakis P. Pérez Matthieu Cord SSL 28 117 0 27 Feb 2020
Evolving Losses for Unsupervised Video Representation Learning A. Piergiovanni A. Angelova Michael S. Ryoo SSL 27 138 0 26 Feb 2020
MAST: A Memory-Augmented Self-supervised Tracker Zihang Lai Erika Lu Weidi Xie VOS 24 184 0 18 Feb 2020
Neural Outlier Rejection for Self-Supervised Keypoint Learning Jiexiong Tang Hanme Kim Vitor Campagnolo Guizilini Sudeep Pillai Rares Andrei Ambrus 3DPC 16 30 0 23 Dec 2019
Learning a Spatio-Temporal Embedding for Video Instance Segmentation Anthony Hu Alex Kendall R. Cipolla 21 19 0 19 Dec 2019
End-to-End Learning of Visual Representations from Uncurated Instructional Videos Antoine Miech Jean-Baptiste Alayrac Lucas Smaira Ivan Laptev Josef Sivic Andrew Zisserman VGen SSL 42 702 0 13 Dec 2019
Probing the State of the Art: A Critical Look at Visual Representation Evaluation Cinjon Resnick Zeping Zhan Joan Bruna AI4TS 20 12 0 30 Nov 2019
Learning Semantic Correspondence Exploiting an Object-level Prior Junghyup Lee Dohyung Kim Wonkyung Lee Jean Ponce Bumsub Ham 3DPC 14 11 0 29 Nov 2019
Self-Supervised Learning by Cross-Modal Audio-Video Clustering Humam Alwassel D. Mahajan Bruno Korbar Lorenzo Torresani Guohao Li Du Tran SSL 42 428 0 28 Nov 2019
Revisiting Image Aesthetic Assessment via Self-Supervised Feature Learning Kekai Sheng Weiming Dong Menglei Chai Guohui Wang Peng Zhou Feiyue Huang Bao-Gang Hu Rongrong Ji Chongyang Ma SSL 28 32 0 26 Nov 2019
Oops! Predicting Unintentional Action in Video Dave Epstein Boyuan Chen Carl Vondrick 27 99 0 25 Nov 2019
Skip-Clip: Self-Supervised Spatiotemporal Representation Learning by Future Clip Order Ranking Alaaeldin El-Nouby Shuangfei Zhai Graham W. Taylor J. Susskind AI4TS SSL CLIP 20 15 0 28 Oct 2019
Self-supervised learning of class embeddings from video Olivia Wiles A. Sophia Koepke Andrew Zisserman SSL 17 6 0 28 Oct 2019
Unsupervised Multi-Task Feature Learning on Point Clouds Kaveh Hassani Mike Haley SSL 3DPC 117 194 0 18 Oct 2019
Visual Hide and Seek Boyuan Chen Shuran Song Hod Lipson Carl Vondrick 33 22 0 15 Oct 2019
RPM-Net: Robust Pixel-Level Matching Networks for Self-Supervised Video Object Segmentation Youngeun Kim Seokeon Choi Hankyeol Lee Taekyung Kim Changick Kim VOS 6 9 0 29 Sep 2019
Joint-task Self-supervised Learning for Temporal Correspondence Xueting Li Sifei Liu Shalini De Mello Xiaolong Wang Jan Kautz Ming-Hsuan Yang SSL 21 139 0 26 Sep 2019
LAVAE: Disentangling Location and Appearance Andrea Dittadi Ole Winther OCL BDL DRL 17 6 0 25 Sep 2019
Video Representation Learning by Dense Predictive Coding Tengda Han Weidi Xie Andrew Zisserman SSL 16 359 0 10 Sep 2019
Fully Automatic Video Colorization with Self-Regularization and Diversity Chenyang Lei Qifeng Chen VGen MQ 39 108 0 04 Aug 2019
Associative Embedding for Game-Agnostic Team Discrimination M. Istasse Julien Moreau Christophe De Vleeschouwer 26 0 0 01 Jul 2019
Using Self-Supervised Learning Can Improve Model Robustness and Uncertainty Dan Hendrycks Mantas Mazeika Saurav Kadavath D. Song OOD SSL 10 936 0 28 Jun 2019
Supervise Thyself: Examining Self-Supervised Representations in Interactive Environments Evan Racah C. Pal SSL 27 2 0 27 Jun 2019
Deep Exemplar-based Video Colorization Bo Zhang Mingming He Jing Liao Pedro Sander Lu Yuan A. Bermak Dong Chen 19 170 0 24 Jun 2019
Boosting Few-Shot Visual Learning with Self-Supervision Spyros Gidaris Andrei Bursuc N. Komodakis P. Pérez Matthieu Cord SSL 22 400 0 12 Jun 2019
Learning from Unlabelled Videos Using Contrastive Predictive Neural 3D Mapping Adam W. Harley S. K. Lakshmikanth Fangyu Li Xian Zhou H. Tung Katerina Fragkiadaki SSL 10 5 0 10 Jun 2019
Learning Representations by Maximizing Mutual Information Across Views Philip Bachman R. Devon Hjelm William Buchwalter SSL 72 1,457 0 03 Jun 2019
Self-supervised learning of inverse problem solvers in medical imaging Ortal Senouf S. Vedula Tomer Weiss A. Bronstein O. Michailovich M. Zibulevsky SSL 8 33 0 22 May 2019
Synthetic Defocus and Look-Ahead Autofocus for Casual Videography X. Zhang Kevin Blackburn-Matzen Vivien Nguyen Dillon Yao You Zhang Ren Ng VGen 21 37 0 15 May 2019
AI Enabling Technologies: A Survey V. Gadepally Justin A. Goodwin J. Kepner Albert Reuther Hayley Reynolds S. Samsi Jonathan Su David Martinez 27 24 0 08 May 2019
Self-supervised Learning for Video Correspondence Flow Zihang Lai Weidi Xie VOS 14 50 0 02 May 2019
Discriminative Online Learning for Fast Video Object Segmentation Andreas Robinson Felix Järemo Lawin Martin Danelljan Fahad Shahbaz Khan M. Felsberg VOS 19 4 0 18 Apr 2019
Modularized Textual Grounding for Counterfactual Resilience Zhiyuan Fang Shu Kong Charless C. Fowlkes Yezhou Yang 25 32 0 07 Apr 2019
Multigrid Predictive Filter Flow for Unsupervised Learning on Videos Shu Kong Charless C. Fowlkes 23 16 0 02 Apr 2019
MortonNet: Self-Supervised Learning of Local Features in 3D Point Clouds Ali K. Thabet Humam Alwassel Guohao Li 3DPC 32 28 0 30 Mar 2019
High-Level Perceptual Similarity is Enabled by Learning Diverse Tasks Amir Rosenfeld R. Zemel John K. Tsotsos 20 3 0 26 Mar 2019
Learning Correspondence from the Cycle-Consistency of Time Xueliang Wang Allan Jabri Alexei A. Efros SSL 36 486 0 18 Mar 2019
Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey Longlong Jing Yingli Tian SSL 20 1,689 0 16 Feb 2019
Pixelated Semantic Colorization Jiaojiao Zhao J. Han Ling Shao Cees G. M. Snoek 27 76 0 27 Jan 2019
4D Generic Video Object Proposals Aljosa Osep P. Voigtlaender Mark Weber Jonathon Luiten Bastian Leibe 3DPC 11 22 0 26 Jan 2019
MONet: Unsupervised Scene Decomposition and Representation Christopher P. Burgess Loic Matthey Nicholas Watters Rishabh Kabra I. Higgins M. Botvinick Alexander Lerchner OCL 33 516 0 22 Jan 2019
Self-Supervised Spatiotemporal Feature Learning via Video Rotation Prediction Longlong Jing Xiaodong Yang Jingen Liu Yingli Tian 31 154 0 28 Nov 2018
Self-supervised learning of a facial attribute embedding from video Olivia Wiles A. Sophia Koepke Andrew Zisserman CVBM SSL 24 132 0 21 Aug 2018
The Sound of Pixels Hang Zhao Chuang Gan Andrew Rouditchenko Carl Vondrick Josh H. McDermott Antonio Torralba VLM 22 529 0 09 Apr 2018