Learning Representations for Automatic Colorization

22 March 2016

Gustav Larsson

Michael Maire

Gregory Shakhnarovich

VLM

SSL

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Papers citing "Learning Representations for Automatic Colorization"

23 / 173 papers shown

Title
Inner Space Preserving Generative Pose Machine Shuangjun Liu Sarah Ostadabbas GAN 18 6 0 06 Aug 2018
Unsupervised Learning of Object Landmarks through Conditional Image Generation Tomas Jakab Ankush Gupta Hakan Bilen Andrea Vedaldi SSL 33 252 0 20 Jun 2018
Learning to Generate Facial Depth Maps S. Pini Filippo Grazioli Guido Borghi R. Vezzani Rita Cucchiara CVBM GAN MDE 36 9 0 30 May 2018
Less is More: Surgical Phase Recognition with Less Annotations through Self-Supervised Pre-training of CNN-LSTM Networks Gaurav Yengera Didier Mutter J. Marescaux N. Padoy 40 71 0 22 May 2018
Boosting Self-Supervised Learning via Knowledge Transfer M. Noroozi Ananth Vinjimoor Paolo Favaro Hamed Pirsiavash SSL 212 292 0 01 May 2018
Regularizing Deep Networks by Modeling and Predicting Label Structure Mohammadreza Mostajabi Michael Maire Gregory Shakhnarovich NoLa 24 32 0 05 Apr 2018
Interactive Deep Colorization With Simultaneous Global and Local Inputs Yi Xiao P. Zhou Yan Zheng HAI 21 48 0 27 Jan 2018
Self-Supervised Relative Depth Learning for Urban Scene Understanding Huaizu Jiang Erik Learned-Miller Gustav Larsson Michael Maire Gregory Shakhnarovich OOD SSL 26 9 0 13 Dec 2017
Deep Koalarization: Image Colorization using CNNs and Inception-ResNet-v2 Federico Baldassarre Diego Gonzalez Morin Lucas Rodés-Guirao 26 104 0 09 Dec 2017
InverseNet: Solving Inverse Problems with Splitting Networks Kai Fan Qinglai Wei Wenlin Wang Amit Chakraborty Katherine A. Heller 27 8 0 01 Dec 2017
Transitive Invariance for Self-supervised Visual Representation Learning Xinyu Wang Kaiming He Abhinav Gupta OOD SSL 19 179 0 09 Aug 2017
Unsupervised Representation Learning by Sorting Sequences Hsin-Ying Lee Jia-Bin Huang Maneesh Kumar Singh Ming-Hsuan Yang SSL DRL 17 533 0 03 Aug 2017
Deep Feature Consistent Deep Image Transformations: Downscaling, Decolorization and HDR Tone Mapping Xianxu Hou Jiang Duan Guoping Qiu 27 28 0 29 Jul 2017
Colorization as a Proxy Task for Visual Understanding Gustav Larsson Michael Maire Gregory Shakhnarovich SSL 62 493 0 11 Mar 2017
PixelNet: Representation of the pixels, by the pixels, and for the pixels Aayush Bansal Xinlei Chen Bryan C. Russell Abhinav Gupta Deva Ramanan SSeg 29 120 0 21 Feb 2017
Learning Features by Watching Objects Move Deepak Pathak Ross B. Girshick Piotr Dollár Trevor Darrell Bharath Hariharan SSL VOS OCL 36 522 0 19 Dec 2016
Generalized Deep Image to Image Regression Venkataraman Santhanam Vlad I. Morariu L. Davis 3DV 21 70 0 10 Dec 2016
Learning Diverse Image Colorization Aditya Deshpande Jiajun Lu Mao-Chuang Yeh Min Jin Chong David A. Forsyth GAN 16 192 0 06 Dec 2016
On-Demand Learning for Deep Image Restoration Ruohan Gao Kristen Grauman 27 78 0 05 Dec 2016
Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction Richard Y. Zhang Phillip Isola Alexei A. Efros SSL DRL 28 665 0 29 Nov 2016
Awesome Typography: Statistics-Based Text Effects Transfer Shuai Yang Jiaying Liu Zheng Lian Zongming Guo 12 75 0 28 Nov 2016
What makes ImageNet good for transfer learning? Minyoung Huh Pulkit Agrawal Alexei A. Efros OOD SSeg VLM SSL 41 670 0 30 Aug 2016
Infrared Colorization Using Deep Convolutional Neural Networks Matthias Limmer Hendrik P. A. Lensch 18 141 0 08 Apr 2016