Tracking Emerges by Colorizing Videos

25 June 2018

Carl Vondrick

Papers citing "Tracking Emerges by Colorizing Videos"

50 / 249 papers shown

Title
Self-Supervised Learning for Segmentation Abhinav Dhere J. Sivaswamy SSL 17 7 0 14 Jan 2021
Contextual Classification Using Self-Supervised Auxiliary Models for Deep Neural Networks Sebastián M. Palacio P. Engler Jörn Hees Andreas Dengel 21 1 0 07 Jan 2021
Learning the Predictability of the Future Dídac Surís Ruoshi Liu Carl Vondrick 24 71 0 01 Jan 2021
OBoW: Online Bag-of-Visual-Words Generation for Self-Supervised Learning Spyros Gidaris Andrei Bursuc Gilles Puy N. Komodakis Matthieu Cord P. Pérez SSL 30 70 0 21 Dec 2020
Unsupervised Domain Adaptation with Temporal-Consistent Self-Training for 3D Hand-Object Joint Reconstruction Mengshi Qi Edoardo Remelli Mathieu Salzmann Pascal Fua TTA 3DH 22 5 0 21 Dec 2020
FLAVR: Flow-Agnostic Video Representations for Fast Frame Interpolation Tarun Kalluri Deepak Pathak Manmohan Chandraker Du Tran VGen 28 143 0 15 Dec 2020
Learning Heatmap-Style Jigsaw Puzzles Provides Good Pretraining for 2D Human Pose Estimation Kun Zhang Rui Wu Ping Yao Kai Deng Ding Li Renbiao Liu Chuanguang Yang Ge Chen Min Du Tianyao Zheng 3DH 13 1 0 13 Dec 2020
Contrastive Transformation for Self-supervised Correspondence Learning Ning Wang Wen-gang Zhou Houqiang Li VOS 39 33 0 09 Dec 2020
Self-Supervised Visual Representation Learning from Hierarchical Grouping Xiao Zhang Michael Maire SSL 21 74 0 05 Dec 2020
Reference-Based Video Colorization with Spatiotemporal Correspondence Naofumi Akimoto Akio Hayakawa Andrew Shin T. Narihira VOS 29 9 0 25 Nov 2020
Betrayed by Motion: Camouflaged Object Discovery via Motion Segmentation Hala Lamdouar Charig Yang Weidi Xie Andrew Zisserman 19 78 0 23 Nov 2020
Hierarchically Decoupled Spatial-Temporal Contrast for Self-supervised Video Representation Learning Zehua Zhang David J. Crandall AI4TS SSL 28 23 0 23 Nov 2020
Unsupervised Video Representation Learning by Bidirectional Feature Prediction Nadine Behrmann Juergen Gall M. Noroozi SSL MDE 32 29 0 11 Nov 2020
Unsupervised Learning of Dense Visual Representations Pedro H. O. Pinheiro Amjad Almahairi Ryan Y. Benmalek Florian Golemo Aaron Courville SSL MDE 29 188 0 11 Nov 2020
3D Object Recognition By Corresponding and Quantizing Neural 3D Scene Representations Mihir Prabhudesai Shamit Lal H. Tung Adam W. Harley Shubhankar Potdar Katerina Fragkiadaki 3DPC 20 2 0 30 Oct 2020
Multi-object tracking with self-supervised associating network Tae-Young Chung Heansung Lee Myeongah Cho Suhwan Cho Sangyoun Lee VOT 14 0 0 26 Oct 2020
Leveraging Tacit Information Embedded in CNN Layers for Visual Tracking Kourosh Meshgi Maryam Sadat Mirzaei Shigeyuki Oba 14 0 0 02 Oct 2020
Adversarial Semi-Supervised Multi-Domain Tracking Kourosh Meshgi Maryam Sadat Mirzaei 14 1 0 30 Sep 2020
DeepRemaster: Temporal Source-Reference Attention Networks for Comprehensive Video Enhancement S. Iizuka E. Simo-Serra 27 39 0 18 Sep 2020
Removing the Background by Adding the Background: Towards Background Robust Self-supervised Video Representation Learning Jinpeng Wang Yuting Gao Ke Li Yiqi Lin A. J. Ma Hao Cheng Pai Peng Feiyue Huang Rongrong Ji Xing Sun SSL 52 96 0 12 Sep 2020
Don't miss the Mismatch: Investigating the Objective Function Mismatch for Unsupervised Representation Learning Bonifaz Stuhr Jürgen Brauer 32 1 0 04 Sep 2020
Uncertainty-aware Self-supervised 3D Data Association Jianren Wang Siddharth Ancha Yi-Ting Chen David Held 3DPC 28 12 0 18 Aug 2020
Spatiotemporal Contrastive Video Representation Learning Rui Qian Tianjian Meng Boqing Gong Ming-Hsuan Yang Haoran Wang Serge J. Belongie Huayu Chen SSL AI4TS 41 492 0 09 Aug 2020
Tracking Emerges by Looking Around Static Scenes, with Neural 3D Mapping Adam W. Harley S. K. Lakshmikanth Paul Schydlo Katerina Fragkiadaki 3DPC 19 9 0 04 Aug 2020
Memory-augmented Dense Predictive Coding for Video Representation Learning Tengda Han Weidi Xie Andrew Zisserman SSL 30 241 0 03 Aug 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
Learning Video Representations from Textual Web Supervision Jonathan C. Stroud Zhichao Lu Chen Sun Jia Deng Rahul Sukthankar Cordelia Schmid David A. Ross SSL 40 48 0 29 Jul 2020
Representation Learning with Video Deep InfoMax R. Devon Hjelm Philip Bachman SSL MDE 26 28 0 27 Jul 2020
CrossTransformers: spatially-aware few-shot transfer Carl Doersch Ankush Gupta Andrew Zisserman ViT 215 330 0 22 Jul 2020
Unsupervised Deep Representation Learning for Real-Time Tracking Ning Wang Wen-gang Zhou Yibing Song Chao Ma Wei Liu Houqiang Li HAI 87 103 0 22 Jul 2020
Video Representation Learning by Recognizing Temporal Transformations Simon Jenni Givi Meishvili Paolo Favaro 131 133 0 21 Jul 2020
Co-Attention for Conditioned Image Matching Olivia Wiles Sébastien Ehrhardt Andrew Zisserman VLM 24 13 0 16 Jul 2020
Unsupervised Learning of Video Representations via Dense Trajectory Clustering P. Tokmakov M. Hebert Cordelia Schmid SSL 16 22 0 28 Jun 2020
Video Representation Learning with Visual Tempo Consistency Ceyuan Yang Yinghao Xu Bo Dai Bolei Zhou 13 89 0 28 Jun 2020
Space-Time Correspondence as a Contrastive Random Walk Allan Jabri Andrew Owens Alexei A. Efros SSL OT 28 292 0 25 Jun 2020
Rescaling Egocentric Vision Dima Damen Hazel Doughty G. Farinella Antonino Furnari Evangelos Kazakos ... Davide Moltisanti Jonathan Munro Toby Perrett Will Price Michael Wray EgoV 19 437 0 23 Jun 2020
Self-supervised Video Object Segmentation Fangrui Zhu Li Zhang Yanwei Fu G. Guo Weidi Xie VOS 17 11 0 22 Jun 2020
Self-Supervised Representation Learning for Visual Anomaly Detection Rabia Ali Muhammad Umar Karim Khan C. Kyung SSL 14 17 0 17 Jun 2020
DTG-Net: Differentiated Teachers Guided Self-Supervised Video Action Recognition Ziming Liu Guangyu Gao •. A. K. Qin Jinyang Li ViT 14 1 0 13 Jun 2020
Video Understanding as Machine Translation Bruno Korbar Fabio Petroni Rohit Girdhar Lorenzo Torresani SSL 20 29 0 12 Jun 2020
3D Self-Supervised Methods for Medical Imaging Aiham Taleb W. Loetzsch Noel Danz Julius Severin Thomas Gaertner Benjamin Bergner C. Lippert SSL 18 212 0 06 Jun 2020
Instance-aware Image Colorization Jheng-Wei Su Hung-Kuo Chu Jia-Bin Huang 30 200 0 21 May 2020
Self-Supervised training for blind multi-frame video denoising Valéry Dewil J. Anger Axel Davy T. Ehret Pablo Arias Gabriele Facciolo 18 37 0 15 Apr 2020
SpeedNet: Learning the Speediness in Videos Sagie Benaim Ariel Ephrat Oran Lang Inbar Mosseri William T. Freeman Michael Rubinstein Michal Irani Tali Dekel 28 257 0 13 Apr 2020
Steering Self-Supervised Feature Learning Beyond Local Pixel Statistics Simon Jenni Hailin Jin Paolo Favaro SSL 22 45 0 05 Apr 2020
RANSAC-Flow: generic two-stage image alignment Xi Shen Franccois Darmon Alexei A. Efros Mathieu Aubry 27 87 0 03 Apr 2020
How Useful is Self-Supervised Pretraining for Visual Tasks? Alejandro Newell Jia Deng SSL 25 136 0 31 Mar 2020
Learning What to Learn for Video Object Segmentation Goutam Bhat Felix Järemo Lawin Martin Danelljan Andreas Robinson M. Felsberg Luc Van Gool Radu Timofte VOS 16 156 0 25 Mar 2020
Temporally Coherent Embeddings for Self-Supervised Video Representation Learning Joshua Knights Ben Harwood Daniel Ward Anthony Vanderkop Olivia Mackenzie-Ross Peyman Moghadam AI4TS 20 38 0 21 Mar 2020
Watching the World Go By: Representation Learning from Unlabeled Videos Daniel Gordon Kiana Ehsani Dieter Fox Ali Farhadi SSL AI4TS 29 87 0 18 Mar 2020