v1v2 (latest)

Rawformer: Unpaired Raw-to-Raw Translation for Learnable Camera ISPs

16 April 2024

Georgy Perevozchikov

Nancy Mehta

Mahmoud Afifi

Radu Timofte

ArXiv (abs)PDF HTML Github (29★)

Papers citing "Rawformer: Unpaired Raw-to-Raw Translation for Learnable Camera ISPs"

29 / 29 papers shown

Title
UVCGAN v2: An Improved Cycle-Consistent GAN for Unpaired Image-to-Image Translation D. Torbunov Yi Huang Huan-Hsin Tseng Haiwang Yu Jin-zhi Huang Shinjae Yoo Meifeng Lin B. Viren Yihui Ren 57 11 0 28 Mar 2023
Restormer: Efficient Transformer for High-Resolution Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang ViT 176 2,232 0 18 Nov 2021
Learned Smartphone ISP on Mobile NPUs with Deep Learning, Mobile AI 2021 Challenge: Report Andrey D. Ignatov Cheng-Ming Chiang Hsien-Kai Kuo Anastasia Sycheva Radu Timofte ... K. Upla Kiran Raja Raghavendra Ramachandra Christoph Busch Etienne de Stoutz 61 48 0 17 May 2021
Lite-HRNet: A Lightweight High-Resolution Network Changqian Yu Bin Xiao Changxin Gao Lu Yuan Lei Zhang Nong Sang Jingdong Wang 3DH 65 288 0 13 Apr 2021
Invertible Image Signal Processing Yazhou Xing Zian Qian Qifeng Chen 60 113 0 28 Mar 2021
Mobile Computational Photography: A Tour M. Delbracio D. Kelly Michael S. Brown P. Milanfar HAI 142 77 0 17 Feb 2021
Image-to-Image Translation: Methods and Applications Yingxue Pang Jianxin Lin Tao Qin Zhibo Chen VLM 95 265 0 21 Jan 2021
AIM 2020 Challenge on Learned Image Signal Processing Pipeline Andrey D. Ignatov Radu Timofte Zhilu Zhang Ming-Yu Liu Haolin Wang ... Jun Jiang Liang Feng Keqin Li P. Tan Bingxin Hou 71 66 0 10 Nov 2020
AWNet: Attentive Wavelet Network for Image ISP Linhui Dai Xiaohong Liu Chengqi Li Jun Chen 75 58 0 20 Aug 2020
Contrastive Learning for Unpaired Image-to-Image Translation Taesung Park Alexei A. Efros Richard Y. Zhang Jun-Yan Zhu SSL 86 1,225 0 30 Jul 2020
CIE XYZ Net: Unprocessing Images for Low-Level Computer Vision Tasks Mahmoud Afifi A. Abdelhamed Abdullah Abuolaim Abhijith Punnappurath M. S. Brown 66 42 0 23 Jun 2020
Replacing Mobile Camera ISP with a Single Deep Learning Model Andrey D. Ignatov Luc Van Gool Radu Timofte 50 175 0 13 Feb 2020
Sensor-Independent Illumination Estimation for DNN Models Mahmoud Afifi M. S. Brown 3DV 41 62 0 14 Dec 2019
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 306 5,823 0 03 Dec 2019
SEAN: Image Synthesis with Semantic Region-Adaptive Normalization Peihao Zhu Rameen Abdal Yipeng Qin Peter Wonka DiffM 78 446 0 28 Nov 2019
U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation Junho Kim Minjae Kim Hyeonwoo Kang Kwanghee Lee ViT 42 559 0 25 Jul 2019
Handheld Multi-Frame Super-Resolution Bartlomiej Wronski Ignacio Garcia Dorado M. Ernst D. Kelly Michael Krainin Chia-Kai Liang M. Levoy P. Milanfar SupR 150 202 0 08 May 2019
Learning to See in the Dark Cheng Chen Qifeng Chen Jia Xu V. Koltun 293 1,188 0 04 May 2018
StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation Yunjey Choi Min-Je Choi M. Kim Jung-Woo Ha Sunghun Kim Jaegul Choo GAN 145 3,554 0 24 Nov 2017
Progressive Growing of GANs for Improved Quality, Stability, and Variation Tero Karras Timo Aila S. Laine J. Lehtinen GAN 152 7,371 0 27 Oct 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 424 26,539 0 05 Sep 2017
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 1.2K 20,858 0 17 Apr 2017
DualGAN: Unsupervised Dual Learning for Image-to-Image Translation Zili Yi Hao Zhang P. Tan Minglun Gong GAN VLM 133 1,941 0 08 Apr 2017
Unsupervised Image-to-Image Translation Networks Ming-Yuan Liu Thomas Breuel Jan Kautz VLM 155 2,734 0 02 Mar 2017
Fast Fourier Color Constancy Jonathan T. Barron Yun-Ta Tsai 46 182 0 23 Nov 2016
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network C. Ledig Lucas Theis Ferenc Huszár Jose Caballero Andrew Cunningham ... Andrew P. Aitken Alykhan Tejani J. Totz Zehan Wang Wenzhe Shi GAN 242 10,707 0 15 Sep 2016
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 333 8,169 0 13 Aug 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 413 10,494 0 21 Jul 2016
Improved Techniques for Training GANs Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen GAN 483 9,062 0 10 Jun 2016