Deep Image Prior

29 November 2017

Andrea Vedaldi

Papers citing "Deep Image Prior"

50 / 426 papers shown

Title
Variational framework for partially-measured physical system control: examples of vision neuroscience and optical random media Babak Rahmani D. Psaltis C. Moser VGen DRL 21 1 0 25 Oct 2021
"One-Shot" Reduction of Additive Artifacts in Medical Images Yu-Jen Chen Yen-Jung Chang Shao-Cheng Wen Yiyu Shi Xiaowei Xu Tsung-Yi Ho Caiming Xiong Haiyun Yuan Zhuang Jian MedIm 24 3 0 23 Oct 2021
Relighting Humans in the Wild: Monocular Full-Body Human Relighting with Domain Adaptation Daichi Tajima Yoshihiro Kanamori Yuki Endo 3DH 68 22 0 14 Oct 2021
Deep Bayesian inference for seismic imaging with tasks Ali Siahkoohi G. Rizzuti Felix J. Herrmann BDL UQCV 38 21 0 10 Oct 2021
Accelerating Multi-Objective Neural Architecture Search by Random-Weight Evaluation Shengran Hu Ran Cheng Cheng He Zhichao Lu Jing Wang Miao Zhang 32 7 0 08 Oct 2021
Meta Internal Learning Raphael Bensadoun Shir Gur Tomer Galanti Lior Wolf GAN 28 8 0 06 Oct 2021
Fast Scalable Image Restoration using Total Variation Priors and Expectation Propagation D. Yao S. Mclaughlin Y. Altmann 13 6 0 04 Oct 2021
Programmable Spectral Filter Arrays using Phase Spatial Light Modulator Vishwanath Saragadam Vijay Rengarajan Ryuichi Tadano Tuo Zhuang H. Oyaizu J. Murayama Aswin C. Sankaranarayanan 21 1 0 29 Sep 2021
Neural Knitworks: Patched Neural Implicit Representation Networks Mikolaj Czerkawski Javier Cardona Robert C. Atkinson W. Michie I. Andonovic C. Clemente Christos Tachtatzis 36 11 0 29 Sep 2021
Designing Counterfactual Generators using Deep Model Inversion Jayaraman J. Thiagarajan V. Narayanaswamy Deepta Rajan J. Liang Akshay S. Chaudhari A. Spanias DiffM 14 22 0 29 Sep 2021
Wasserstein Patch Prior for Image Superresolution J. Hertrich Antoine Houdard C. Redenbach SupR MDE 21 22 0 27 Sep 2021
Untrained Graph Neural Networks for Denoising Samuel Rey Santiago Segarra Reinhard Heckel A. Marques 32 28 0 24 Sep 2021
Revisit Geophysical Imaging in A New View of Physics-informed Generative Adversarial Learning Fangshu Yang Jianwei Ma 20 8 0 23 Sep 2021
Diverse Generation from a Single Video Made Possible Niv Haim Ben Feinstein Niv Granot Assaf Shocher Shai Bagon Tali Dekel Michal Irani DiffM VGen 39 18 0 17 Sep 2021
Learning the Regularization in DCE-MR Image Reconstruction for Functional Imaging of Kidneys Aziz Koçanaoğulları Cemre Ariyurek O. Afacan Sila Kurugol MedIm 25 4 0 15 Sep 2021
F-CAM: Full Resolution Class Activation Maps via Guided Parametric Upscaling Soufiane Belharbi Aydin Sarraf M. Pedersoli Ismail Ben Ayed Luke McCaffrey Eric Granger WSOL 39 30 0 15 Sep 2021
Image Shape Manipulation from a Single Augmented Training Sample Yael Vinker Eliahu Horwitz Nir Zabari Yedid Hoshen GAN 28 20 0 13 Sep 2021
View Blind-spot as Inpainting: Self-Supervised Denoising with Mask Guided Residual Convolution Yuhongze Zhou Liguang Zhou Tin Lun Lam Yangsheng Xu SSL 27 2 0 10 Sep 2021
From Less to More: Spectral Splitting and Aggregation Network for Hyperspectral Face Super-Resolution Junjun Jiang Chenyang Wang Xianming Liu Kui Jiang Jiayi Ma CVBM 24 6 0 31 Aug 2021
Blind Image Decomposition Junlin Han Weihao Li Pengfei Fang Chunyi Sun Jie Hong M. Armin L. Petersson Hongdong Li 30 34 0 25 Aug 2021
NeRP: Implicit Neural Representation Learning with Prior Embedding for Sparsely Sampled Image Reconstruction Liyue Shen John M. Pauly Lei Xing 27 184 0 24 Aug 2021
A generative adversarial approach to facilitate archival-quality histopathologic diagnoses from frozen tissue sections Kianoush Falahkheirkhah Tao Guo Michael J. Hwang P. Tamboli C. Wood J. Karam K. Sircar Rohit Bhargava MedIm 9 12 0 24 Aug 2021
Black-Box Test-Time Shape REFINEment for Single View 3D Reconstruction Brandon Leung Chih-Hui Ho Nuno Vasconcelos 23 5 0 23 Aug 2021
Out-of-boundary View Synthesis Towards Full-Frame Video Stabilization Yufei Xu Jing Zhang Dacheng Tao 22 11 0 20 Aug 2021
Towards Controllable and Photorealistic Region-wise Image Manipulation Ansheng You Chenglin Zhou Qixuan Zhang Lan Xu DiffM 16 2 0 19 Aug 2021
Thermal Image Processing via Physics-Inspired Deep Networks Vishwanath Saragadam Akshat Dave Ashok Veeraraghavan Richard Baraniuk AI4CE 11 15 0 18 Aug 2021
Learning Conditional Knowledge Distillation for Degraded-Reference Image Quality Assessment Heliang Zheng Huan Yang Jianlong Fu Zhengjun Zha Jiebo Luo 23 41 0 18 Aug 2021
Mutual Affine Network for Spatially Variant Kernel Estimation in Blind Image Super-Resolution Jingyun Liang Guolei Sun Kaixuan Zhang Luc Van Gool Radu Timofte SupR 31 76 0 11 Aug 2021
Internal Video Inpainting by Implicit Long-range Propagation Hao Ouyang Tengfei Wang Qifeng Chen 35 36 0 04 Aug 2021
Robust Compressed Sensing MRI with Deep Generative Priors A. Jalal Marius Arvinte Giannis Daras Eric Price A. Dimakis Jonathan I. Tamir MedIm 41 322 0 03 Aug 2021
Neural Image Representations for Multi-Image Fusion and Layer Separation Seonghyeon Nam Marcus A. Brubaker Michael S. Brown 39 22 0 02 Aug 2021
Simple, Fast, and Flexible Framework for Matrix Completion with Infinite Width Neural Networks Adityanarayanan Radhakrishnan George Stefanakis M. Belkin Caroline Uhler 30 25 0 31 Jul 2021
COAST: COntrollable Arbitrary-Sampling NeTwork for Compressive Sensing Di You Jian Zhang Jingfen Xie Bin Chen Siwei Ma 42 100 0 15 Jul 2021
A Generalized Framework for Edge-preserving and Structure-preserving Image Smoothing Wei Liu Pingping Zhang Yinjie Lei Xiaolin Huang Jie Yang Michael K. Ng 26 83 0 15 Jul 2021
Deformation-Compensated Learning for Image Reconstruction without Ground Truth Weijie Gan Yu Sun C. Eldeniz Jiaming Liu H. An Ulugbek S. Kamilov 18 12 0 12 Jul 2021
Blind Image Super-Resolution: A Survey and Beyond Anran Liu Yihao Liu Jinjin Gu Yu Qiao Chao Dong 28 160 0 07 Jul 2021
A Theory of the Distortion-Perception Tradeoff in Wasserstein Space Dror Freirich T. Michaeli Ron Meir 19 40 0 06 Jul 2021
On Measuring and Controlling the Spectral Bias of the Deep Image Prior Prithvijit Chakrabarty Pascal Mettes Subhransu Maji Cees G. M. Snoek 13 60 0 02 Jul 2021
Graph Signal Restoration Using Nested Deep Algorithm Unrolling Masatoshi Nagahama Koki Yamada Yuichi Tanaka Stanley H. Chan Yonina C. Eldar 24 18 0 30 Jun 2021
Fairness for Image Generation with Uncertain Sensitive Attributes A. Jalal Sushrut Karmalkar Jessica Hoffmann A. Dimakis Eric Price DiffM 32 39 0 23 Jun 2021
Deformed2Self: Self-Supervised Denoising for Dynamic Medical Imaging Junshen Xu E. Adalsteinsson MedIm 16 30 0 23 Jun 2021
A Random CNN Sees Objects: One Inductive Bias of CNN and Its Applications Yun Cao Jianxin Wu SSL 31 26 0 17 Jun 2021
SinIR: Efficient General Image Manipulation with Single Image Reconstruction Jihyeong Yoo Qifeng Chen 24 23 0 14 Jun 2021
Learning to See by Looking at Noise Manel Baradad Jonas Wulff Tongzhou Wang Phillip Isola Antonio Torralba 26 89 0 10 Jun 2021
Task-Generic Hierarchical Human Motion Prior using VAEs Jiaman Li Ruben Villegas Duygu Ceylan Jimei Yang Zhengfei Kuang Hao Li Yajie Zhao 3DH 20 45 0 07 Jun 2021
Bootstrap Your Own Correspondences Mohamed El Banani Justin Johnson 3DPC SSL 11 33 0 01 Jun 2021
Randomly Initialized Convolutional Neural Network for the Recognition of COVID-19 using X-ray Images Safa Ben Atitallah Maha Driss W. Boulila Henda Ben Ghézala 38 42 0 17 May 2021
Style-Restricted GAN: Multi-Modal Translation with Style Restriction Using Generative Adversarial Networks Sho Inoue T. Gonsalves GAN 15 0 0 17 May 2021
Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers Yilmaz Korkmaz S. Dar Mahmut Yurt Muzaffer Özbey Tolga Çukur ViT MedIm 27 190 0 15 May 2021
De-homogenization using Convolutional Neural Networks M. O. Elingaard N. Aage J. A. Bærentzen Ole Sigmund 21 23 0 10 May 2021