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The Contextual Loss for Image Transformation with Non-Aligned Data

6 March 2018

Roey Mechrez

Itamar Talmi

Lihi Zelnik-Manor

ArXiv (abs)PDF HTML Github (490★)

Papers citing "The Contextual Loss for Image Transformation with Non-Aligned Data"

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Title
Scene Text Image Super-Resolution in the Wild Wenjia Wang Enze Xie Xuebo Liu Wenhai Wang Ding Liang Chunhua Shen X. Bai 65 131 0 07 May 2020
NTIRE 2020 Challenge on Image Demoireing: Methods and Results Shanxin Yuan Radu Timofte A. Leonardis Greg Slabaugh Xiaotong Luo ... Densen Puthussery S. HrishikeshP. V. JijiC. Ashish Sinha Xuan Zhao SupR 77 40 0 06 May 2020
Multi-Scale Thermal to Visible Face Verification via Attribute Guided Synthesis Xing Di B. Riggan Shuowen Hu Nathan J. Short Vishal M. Patel CVBM 68 33 0 20 Apr 2020
Cross-domain Correspondence Learning for Exemplar-based Image Translation Peiying Zhang Bo Zhang Dong Chen Lu Yuan Fang Wen 94 240 0 12 Apr 2020
Same Features, Different Day: Weakly Supervised Feature Learning for Seasonal Invariance Jaime Spencer Richard Bowden Simon Hadfield BDL 58 17 0 30 Mar 2020
Controllable Person Image Synthesis with Attribute-Decomposed GAN Yifang Men Yiming Mao Yuning Jiang Wei-Ying Ma Zheng Lian 170 241 0 27 Mar 2020
Deformable Style Transfer Sunnie S. Y. Kim Nicholas I. Kolkin Jason Salavon Gregory Shakhnarovich 3DH OT 81 56 0 24 Mar 2020
VCNet: A Robust Approach to Blind Image Inpainting Yi Wang Ying-Cong Chen Xin Tao Jiaya Jia 110 70 0 15 Mar 2020
Perceptual Image Super-Resolution with Progressive Adversarial Network Lone Wong Deli Zhao Shaohua Wan Bo Zhang GAN SupR 46 0 0 08 Mar 2020
Harnessing Multi-View Perspective of Light Fields for Low-Light Imaging Mohit Lamba K. K. Rachavarapu Kaushik Mitra 107 30 0 05 Mar 2020
Exocentric to Egocentric Image Generation via Parallel Generative Adversarial Network Gaowen Liu Hao Tang Hugo Latapie Yan Yan GAN 79 29 0 08 Feb 2020
Deformation-aware Unpaired Image Translation for Pose Estimation on Laboratory Animals Siyuan Li Semih Günel Mirela Oštrek Pavan Ramdya Pascal Fua Helge Rhodin MedIm 66 38 0 23 Jan 2020
Optimizing Generative Adversarial Networks for Image Super Resolution via Latent Space Regularization Shengzhou Zhong Shi-Yi Zhou GAN 32 2 0 22 Jan 2020
Neural Style Difference Transfer and Its Application to Font Generation Gantugs Atarsaikhan Brian Kenji Iwana S. Uchida GAN 46 2 0 21 Jan 2020
DCIL: Deep Contextual Internal Learning for Image Restoration and Image Retargeting Indra Deep Mastan Shanmuganathan Raman SupR 65 17 0 09 Dec 2019
Cascaded Detail-Preserving Networks for Super-Resolution of Document Images Zhichao Fu Yu Kong Yingbin Zheng Hao Ye Wenxin Hu Jing Yang Liang He SupR 42 9 0 25 Nov 2019
AIM 2019 Challenge on Image Demoireing: Methods and Results Shanxin Yuan Radu Timofte Greg Slabaugh A. Leonardis Bolun Zheng ... Sourya Dipta Das Kuldeep Purohit Praveen Kandula Maitreya Suin A. N. Rajagopalan 74 40 0 08 Nov 2019
AIM 2019 Challenge on Image Demoireing: Dataset and Study Shanxin Yuan Radu Timofte Greg Slabaugh A. Leonardis 68 33 0 06 Nov 2019
Style Mixer: Semantic-aware Multi-Style Transfer Network Zixuan Huang Jinghuai Zhang Jing Liao 127 19 0 29 Oct 2019
Cascaded Generation of High-quality Color Visible Face Images from Thermal Captures Naser Damer Fadi Boutros Khawla Mallat Florian Kirchbuchner J. Dugelay Arjan Kuijper CVBM 62 13 0 21 Oct 2019
Artistic Glyph Image Synthesis via One-Stage Few-Shot Learning Yue Gao Yuan Guo Zheng Lian Yingmin Tang Jianguo Xiao GAN 117 102 0 11 Oct 2019
MGBPv2: Scaling Up Multi-Grid Back-Projection Networks Pablo Navarrete Michelini Wenbin Chen Hanwen Liu Dan Zhu 65 7 0 27 Sep 2019
Integrating cross-modality hallucinated MRI with CT to aid mediastinal lung tumor segmentation Jue Jiang Jason Hu N. Tyagi A. Rimner S. Berry Joseph O. Deasy Harini Veeraraghavan 63 38 0 10 Sep 2019
Visual-Relation Conscious Image Generation from Structured-Text D. Vo Akihiro Sugimoto 79 17 0 05 Aug 2019
Content and Colour Distillation for Learning Image Translations with the Spatial Profile Loss M. Sarfraz C. Seibold Haroon Khalid Rainer Stiefelhagen GAN 29 15 0 01 Aug 2019
Attribute-Driven Spontaneous Motion in Unpaired Image Translation Ruizheng Wu Xin Tao Xiaodong Gu Xiaoyong Shen Jiaya Jia 83 18 0 02 Jul 2019
Landmark Assisted CycleGAN for Cartoon Face Generation Ruizheng Wu Xiaodong Gu Xin Tao Xiaoyong Shen Yu-Wing Tai Jiaya Jia GAN CVBM 121 31 0 02 Jul 2019
Deep Exemplar-based Video Colorization Bo Zhang Mingming He Jing Liao Pedro Sander Lu Yuan A. Bermak Dong Chen 81 173 0 24 Jun 2019
Mask Based Unsupervised Content Transfer Ron Mokady Sagie Benaim Lior Wolf Amit H. Bermano 72 14 0 15 Jun 2019
Natural Image Noise Dataset Benoit Brummer Christophe De Vleeschouwer 85 42 0 01 Jun 2019
Zoom To Learn, Learn To Zoom X. Zhang Qifeng Chen Ren Ng V. Koltun SupR 112 251 0 13 May 2019
SinGAN: Learning a Generative Model from a Single Natural Image Tamar Rott Shaham Tali Dekel T. Michaeli GAN VLM 123 843 0 02 May 2019
Multi-level Encoder-Decoder Architectures for Image Restoration Indra Deep Mastan Shanmuganathan Raman SupR 60 16 0 01 May 2019
TileGAN: Synthesis of Large-Scale Non-Homogeneous Textures Anna Frühstück Ibraheem Alhashim Peter Wonka GAN 72 41 0 29 Apr 2019
Style Transfer by Relaxed Optimal Transport and Self-Similarity Nicholas I. Kolkin Jason Salavon Gregory Shakhnarovich 94 283 0 29 Apr 2019
Multimodal Style Transfer via Graph Cuts Yulun Zhang Chen Fang Yilin Wang Zhaowen Wang Zhe Lin Y. Fu Jimei Yang 132 80 0 09 Apr 2019
ICface: Interpretable and Controllable Face Reenactment Using GANs S. Tripathy Arno Solin Esa Rahtu CVBM 66 90 0 03 Apr 2019
Single Image Reflection Removal Exploiting Misaligned Training Data and Network Enhancements Kaixuan Wei Jiaolong Yang Ying Fu David Wipf Hua Huang 114 152 0 01 Apr 2019
Scale-Adaptive Neural Dense Features: Learning via Hierarchical Context Aggregation Jaime Spencer Richard Bowden Simon Hadfield 56 12 0 25 Mar 2019
Rethinking Lossy Compression: The Rate-Distortion-Perception Tradeoff Yochai Blau T. Michaeli 111 309 0 23 Jan 2019
Guided Curriculum Model Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation Daniel Gehrig Dengxin Dai Luc Van Gool 75 20 0 17 Jan 2019
Style Decomposition for Improved Neural Style Transfer Paraskevas Pegios Nikolaos Passalis Anastasios Tefas 29 0 0 30 Nov 2018
Dynamic-Net: Tuning the Objective Without Re-training for Synthesis Tasks Alon Shoshan Roey Mechrez Lihi Zelnik-Manor OOD 74 33 0 21 Nov 2018
GLStyleNet: Higher Quality Style Transfer Combining Global and Local Pyramid Features Zhizhong Wang Lei Zhao Wei Xing Dongming Lu 3DH 111 6 0 18 Nov 2018
Bi-GANs-ST for Perceptual Image Super-resolution Xiaotong Luo Rongzhen Chen Yuan Xie Yanyun Qu Cuihua Li GAN 61 14 0 01 Nov 2018
Analyzing Perception-Distortion Tradeoff using Enhanced Perceptual Super-resolution Network Subeesh Vasu T. Nimisha R. Narayanan SupR GAN 83 53 0 01 Nov 2018
Image Inpainting via Generative Multi-column Convolutional Neural Networks Yi Wang Xin Tao Xiaojuan Qi Xiaoyong Shen Jiaya Jia GAN 91 304 0 20 Oct 2018
Multi-Scale Recursive and Perception-Distortion Controllable Image Super-Resolution Pablo Navarrete Michelini Dan Zhu Hanwen Liu SupR 89 23 0 27 Sep 2018
The 2018 PIRM Challenge on Perceptual Image Super-resolution Yochai Blau Roey Mechrez Radu Timofte T. Michaeli Lihi Zelnik-Manor SupR 88 467 0 20 Sep 2018
Deep Learning-based Image Super-Resolution Considering Quantitative and Perceptual Quality Jun-Ho Choi Jun-Hyuk Kim Manri Cheon Jong-Seok Lee SupR 49 40 0 13 Sep 2018