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"

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Title
The Utility of Decorrelating Colour Spaces in Vector Quantised Variational Autoencoders A. Akbarinia Raquel Gil-Rodríguez Alban Flachot Matteo Toscani DRL 18 0 0 30 Sep 2020
DeepRemaster: Temporal Source-Reference Attention Networks for Comprehensive Video Enhancement S. Iizuka E. Simo-Serra 24 39 0 18 Sep 2020
What Should Not Be Contrastive in Contrastive Learning Tete Xiao Xiaolong Wang Alexei A. Efros Trevor Darrell SSL DRL 29 298 0 13 Aug 2020
Learning to Cluster under Domain Shift Willi Menapace Stéphane Lathuilière Elisa Ricci OOD 19 14 0 11 Aug 2020
Multimodal Image-to-Image Translation via Mutual Information Estimation and Maximization Zhiwen Zuo Lei Zhao Zhizhong Wang Haibo Chen Ailin Li Qijiang Xu Wei Xing Dongming Lu GAN 42 0 0 08 Aug 2020
Self-supervised Learning of Point Clouds via Orientation Estimation Omid Poursaeed Tianxing Jiang Quintessa Qiao N. Xu Vladimir G. Kim 3DPC SSL 6 116 0 01 Aug 2020
Learning from Few Samples: A Survey Nihar Bendre Hugo Terashima-Marín Peyman Najafirad VLM BDL 26 54 0 30 Jul 2020
CrossTransformers: spatially-aware few-shot transfer Carl Doersch Ankush Gupta Andrew Zisserman ViT 215 330 0 22 Jul 2020
Feature-metric Loss for Self-supervised Learning of Depth and Egomotion Chang Shu Kun Yu Zhixiang Duan Kuiyuan Yang SSL MDE 30 229 0 21 Jul 2020
Self-Supervision with Superpixels: Training Few-shot Medical Image Segmentation without Annotation Cheng Ouyang C. Biffi Chia-Ju Chen Turkay Kart Huaqi Qiu Daniel Rueckert 22 205 0 20 Jul 2020
Learning from Extrinsic and Intrinsic Supervisions for Domain Generalization Shujun Wang Lequan Yu Caizi Li Chi-Wing Fu Pheng-Ann Heng OOD 23 191 0 18 Jul 2020
Learning Semantics-enriched Representation via Self-discovery, Self-classification, and Self-restoration F. Haghighi M. Taher Zongwei Zhou Michael B. Gotway Jianming Liang MedIm 19 65 0 14 Jul 2020
Progressive Cluster Purification for Unsupervised Feature Learning Yifei Zhang Chang-rui Liu Yu Zhou Wei Wang Weiping Wang QiXiang Ye 25 13 0 06 Jul 2020
Swapping Autoencoder for Deep Image Manipulation Taesung Park Jun-Yan Zhu Oliver Wang Jingwan Lu Eli Shechtman Alexei A. Efros Richard Y. Zhang 25 332 0 01 Jul 2020
Online Deep Clustering for Unsupervised Representation Learning Xiaohang Zhan Jiahao Xie Ziwei Liu Yew-Soon Ong Chen Change Loy OOD 46 184 0 18 Jun 2020
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin OCL SSL 48 3,998 0 17 Jun 2020
Self-supervised Learning: Generative or Contrastive Xiao Liu Fanjin Zhang Zhenyu Hou Zhaoyu Wang Li Mian Jing Zhang Jie Tang SSL 50 1,586 0 15 Jun 2020
Bootstrap your own latent: A new approach to self-supervised Learning Jean-Bastien Grill Florian Strub Florent Altché Corentin Tallec Pierre Harvey Richemond ... M. G. Azar Bilal Piot Koray Kavukcuoglu Rémi Munos Michal Valko SSL 116 6,655 0 13 Jun 2020
Towards Robust Pattern Recognition: A Review Xu-Yao Zhang Cheng-Lin Liu C. Suen OOD HAI 19 102 0 12 Jun 2020
High-Fidelity Audio Generation and Representation Learning with Guided Adversarial Autoencoder Kazi Nazmul Haque R. Rana Björn W Schuller DRL 26 12 0 01 Jun 2020
Instance-aware Image Colorization Jheng-Wei Su Hung-Kuo Chu Jia-Bin Huang 19 200 0 21 May 2020
Reference-Based Sketch Image Colorization using Augmented-Self Reference and Dense Semantic Correspondence Junsoo Lee Eungyeup Kim Yunsung Lee Dongjun Kim Jaehyuk Chang Jaegul Choo DiffM 31 151 0 11 May 2020
Label-Efficient Learning on Point Clouds using Approximate Convex Decompositions Matheus Gadelha Aruni RoyChowdhury Gopal Sharma E. Kalogerakis Liangliang Cao Erik Learned-Miller Rui Wang Subhransu Maji 3DPC 26 45 0 30 Mar 2020
Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation Xingang Pan Xiaohang Zhan Bo Dai Dahua Lin Chen Change Loy Ping Luo DiffM 55 359 0 30 Mar 2020
SketchyCOCO: Image Generation from Freehand Scene Sketches Chengying Gao Qi Liu Qi Xu Limin Wang Jianzhuang Liu C. Zou 26 115 0 05 Mar 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
Deep Nearest Neighbor Anomaly Detection Liron Bergman Niv Cohen Yedid Hoshen UQCV 22 155 0 24 Feb 2020
DoveNet: Deep Image Harmonization via Domain Verification Wenyan Cong Jianfu Zhang Li Niu Liu Liu Zhixin Ling Weiyuan Li Liqing Zhang 36 204 0 27 Nov 2019
When Does Self-supervision Improve Few-shot Learning? Jong-Chyi Su Subhransu Maji B. Hariharan 22 168 0 08 Oct 2019
Self-supervised 6D Object Pose Estimation for Robot Manipulation Xinke Deng Yu Xiang Arsalan Mousavian Clemens Eppner Timothy Bretl D. Fox 3DPC SSL 29 181 0 23 Sep 2019
Image Colorization By Capsule Networks Gökhan Özbulak MedIm 11 27 0 22 Aug 2019
Semantic Deep Intermodal Feature Transfer: Transferring Feature Descriptors Between Imaging Modalities S. Kleinschmidt Bernardo Wagner 11 0 0 26 Jul 2019
ChromaGAN: Adversarial Picture Colorization with Semantic Class Distribution Patricia Vitoria Lara Raad C. Ballester GAN 19 175 0 23 Jul 2019
Detecting Photoshopped Faces by Scripting Photoshop Sheng-Yu Wang Oliver Wang Andrew Owens Richard Y. Zhang Alexei A. Efros CVBM PICV 19 134 0 13 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 Deep Image Priors for Blind Image Denoising Xianxu Hou Hongming Luo Jingxin Liu Bolei Xu Ke Sun Yuanhao Gong Bozhi Liu Guoping Qiu 27 7 0 04 Jun 2019
Scaling and Benchmarking Self-Supervised Visual Representation Learning Priya Goyal D. Mahajan Abhinav Gupta Ishan Misra SSL 24 396 0 03 May 2019
Unsupervised Deep Learning by Neighbourhood Discovery Jiabo Huang Qi Dong S. Gong Xiatian Zhu SSL 18 152 0 25 Apr 2019
Semi-Supervised Segmentation of Salt Bodies in Seismic Images using an Ensemble of Convolutional Neural Networks Yauhen Babakhin A. Sanakoyeu Hirotoshi Kitamura 24 59 0 09 Apr 2019
Perceive Where to Focus: Learning Visibility-aware Part-level Features for Partial Person Re-identification Yifan Sun Qin Xu Yali Li Chi Zhang Yikang Li Shengjin Wang Jian Sun 19 302 0 01 Apr 2019
Learning to see across Domains and Modalities Fabio Maria Carlucci 29 0 0 13 Feb 2019
Pixelated Semantic Colorization Jiaojiao Zhao J. Han Ling Shao Cees G. M. Snoek 24 76 0 27 Jan 2019
AET vs. AED: Unsupervised Representation Learning by Auto-Encoding Transformations rather than Data Liheng Zhang Guo-Jun Qi Liqiang Wang Jiebo Luo 14 202 0 14 Jan 2019
Diverse Image Synthesis from Semantic Layouts via Conditional IMLE Ke Li Tianhao Zhang Jitendra Malik DiffM 173 84 0 29 Nov 2018
Play as You Like: Timbre-enhanced Multi-modal Music Style Transfer Chien-Yu Lu Min-Xin Xue Chia-Che Chang Che-Rung Lee Li Su 43 33 0 28 Nov 2018
ColorUNet: A convolutional classification approach to colorization Zhihui Zhu Matthieu de Rochemonteix Marc Thibault 11 6 0 07 Nov 2018
Thermal Infrared Colorization via Conditional Generative Adversarial Network Xiaodong Kuang Xiubao Sui Chengwei Liu Yuan Liu Qian Chen G. Gu GAN 19 79 0 12 Oct 2018
LUCSS: Language-based User-customized Colourization of Scene Sketches C. Zou Haoran Mo Ruofei Du Xing Wu Chengying Gao Hongbo Fu 27 8 0 30 Aug 2018
Unsupervised learning of foreground object detection Ioana Croitoru Simion-Vlad Bogolin Marius Leordeanu OCL 28 48 0 14 Aug 2018
User-Guided Deep Anime Line Art Colorization with Conditional Adversarial Networks Yuanzheng Ci Xinzhu Ma Zhihui Wang Haojie Li Zhongxuan Luo GAN 36 134 0 09 Aug 2018