Deep Image Prior

29 November 2017

Andrea Vedaldi

Papers citing "Deep Image Prior"

50 / 426 papers shown

Title
Neural Architecture Search for Deep Image Prior Kary Ho Andrew Gilbert Hailin Jin John Collomosse 22 36 0 14 Jan 2020
Deep Image Translation with an Affinity-Based Change Prior for Unsupervised Multimodal Change Detection L. Luppino Michael C. Kampffmeyer F. Bianchi G. Moser S. Serpico Robert Jenssen S. N. Anfinsen 27 102 0 13 Jan 2020
CNN-generated images are surprisingly easy to spot... for now Sheng-Yu Wang Oliver Wang Richard Y. Zhang Andrew Owens Alexei A. Efros OOD 46 943 0 23 Dec 2019
$Σ$ -net: Systematic Evaluation of Iterative Deep Neural Networks for Fast Parallel MR Image Reconstruction Kerstin Hammernik Jo Schlemper C. Qin Jinming Duan Ronald M. Summers Daniel Rueckert 30 24 0 18 Dec 2019
Unsupervised Adversarial Image Inpainting Arthur Pajot Emmanuel de Bézenac Patrick Gallinari SSL GAN 6 8 0 18 Dec 2019
Image Processing Using Multi-Code GAN Prior Jinjin Gu Yujun Shen Bolei Zhou GAN 30 314 0 15 Dec 2019
J-Net: Randomly weighted U-Net for audio source separation Bo Chen Yen-Min Hsu Hung-yi Lee 19 2 0 29 Nov 2019
Fine-grained Attention and Feature-sharing Generative Adversarial Networks for Single Image Super-Resolution Yitong Yan Chuangchuang Liu Changyou Chen Xianfang Sun Longcun Jin Xiang Zhou GAN 25 51 0 25 Nov 2019
Deep Long Audio Inpainting Ya-Liang Chang Kuan-Ying Lee Po-Yu Wu Hung-yi Lee Winston H. Hsu 30 33 0 15 Nov 2019
Denoising and Regularization via Exploiting the Structural Bias of Convolutional Generators Reinhard Heckel Mahdi Soltanolkotabi DiffM 32 81 0 31 Oct 2019
Noisier2Noise: Learning to Denoise from Unpaired Noisy Data N. Moran Dan Schmidt Yu Zhong Patrick Coady 22 231 0 25 Oct 2019
Low Shot Learning with Untrained Neural Networks for Imaging Inverse Problems Oscar Leong W. Sakla GAN 14 7 0 23 Oct 2019
Uncertainty Quantification with Generative Models Vanessa Böhm F. Lanusse U. Seljak 22 25 0 22 Oct 2019
Understanding Deep Networks via Extremal Perturbations and Smooth Masks Ruth C. Fong Mandela Patrick Andrea Vedaldi AAML 25 411 0 18 Oct 2019
Meta-Learning Deep Energy-Based Memory Models Sergey Bartunov Jack W. Rae Simon Osindero Timothy Lillicrap 29 34 0 07 Oct 2019
Overparameterized Neural Networks Implement Associative Memory Adityanarayanan Radhakrishnan M. Belkin Caroline Uhler BDL 32 71 0 26 Sep 2019
Nonlocal Patches based Gaussian Mixture Model for Image Inpainting Wei Wan Jun Liu 14 9 0 22 Sep 2019
Efficient Continual Learning in Neural Networks with Embedding Regularization Jary Pomponi Simone Scardapane Vincenzo Lomonaco A. Uncini CLL 36 41 0 09 Sep 2019
Learning Sub-Sampling and Signal Recovery with Applications in Ultrasound Imaging Iris A. M. Huijben Bastiaan S. Veeling K. Janse M. Mischi Ruud J. G. van Sloun 16 51 0 15 Aug 2019
ADN: Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction Haofu Liao Wei-An Lin S. Kevin Zhou Jiebo Luo MedIm OOD 33 148 0 03 Aug 2019
Improving the Harmony of the Composite Image by Spatial-Separated Attention Module Xiaodong Cun Chi-Man Pun 32 131 0 15 Jul 2019
Perceptually Motivated Method for Image Inpainting Comparison Ivan Molodetskikh Mikhail Erofeev D. Vatolin 22 9 0 14 Jul 2019
A Projectional Ansatz to Reconstruction Sören Dittmer Peter Maass 14 3 0 10 Jul 2019
Fast and Provable ADMM for Learning with Generative Priors Fabian Latorre Gómez Armin Eftekhari V. Cevher GAN 30 43 0 07 Jul 2019
Algorithmic Guarantees for Inverse Imaging with Untrained Network Priors Gauri Jagatap C. Hegde 23 70 0 20 Jun 2019
Unsupervised State Representation Learning in Atari Ankesh Anand Evan Racah Sherjil Ozair Yoshua Bengio Marc-Alexandre Côté R. Devon Hjelm SSL 32 254 0 19 Jun 2019
Neural Volumes: Learning Dynamic Renderable Volumes from Images Stephen Lombardi Tomas Simon Jason M. Saragih Gabriel Schwartz Andreas M. Lehrmann Yaser Sheikh 3DH 23 278 0 18 Jun 2019
Image-Adaptive GAN based Reconstruction Shady Abu Hussein Tom Tirer Raja Giryes GAN 13 89 0 12 Jun 2019
Weight Agnostic Neural Networks Adam Gaier David R Ha OOD 35 239 0 11 Jun 2019
Style Generator Inversion for Image Enhancement and Animation Aviv Gabbay Yedid Hoshen 16 17 0 05 Jun 2019
Machine Learning and System Identification for Estimation in Physical Systems Fredrik Bagge Carlson OOD 16 5 0 05 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
Adversarial Robustness as a Prior for Learned Representations Logan Engstrom Andrew Ilyas Shibani Santurkar Dimitris Tsipras Brandon Tran A. Madry OOD AAML 19 63 0 03 Jun 2019
Probabilistic Noise2Void: Unsupervised Content-Aware Denoising Alexander Krull Tomáš Vičar Florian Jug DiffM 17 165 0 03 Jun 2019
Invertible generative models for inverse problems: mitigating representation error and dataset bias Muhammad Asim Max Daniels Oscar Leong Ali Ahmed Paul Hand 20 146 0 28 May 2019
Differentiable Linearized ADMM Xingyu Xie Jianlong Wu Zhisheng Zhong Guangcan Liu Zhouchen Lin 13 62 0 15 May 2019
SinGAN: Learning a Generative Model from a Single Natural Image Tamar Rott Shaham Tali Dekel T. Michaeli GAN VLM 31 832 0 02 May 2019
Learning Raw Image Denoising with Bayer Pattern Unification and Bayer Preserving Augmentation Jiaming Liu Chihao Wu Yuzhi Wang Qin Xu Yuqian Zhou ... Chuan Wang Shaofan Cai Yifan Ding Haoqiang Fan Jue Wang 28 67 0 29 Apr 2019
One-dimensional Deep Image Prior for Time Series Inverse Problems Sriram Ravula A. Dimakis 42 7 0 18 Apr 2019
Controlling Neural Networks via Energy Dissipation Michael Möller Thomas Möllenhoff Daniel Cremers 33 17 0 05 Apr 2019
DeepRED: Deep Image Prior Powered by RED G. Mataev Michael Elad P. Milanfar SupR 23 191 0 25 Mar 2019
Unsupervised Data Imputation via Variational Inference of Deep Subspaces Adrian V. Dalca John Guttag M. Sabuncu DRL 23 13 0 08 Mar 2019
Neural Networks Trained on Natural Scenes Exhibit Gestalt Closure Been Kim Emily Reif Martin Wattenberg Samy Bengio Michael C. Mozer 31 30 0 04 Mar 2019
Generative Models for Low-Rank Video Representation and Reconstruction Rakib Hyder M. Salman Asif GAN 27 11 0 25 Feb 2019
Bi-Skip: A Motion Deblurring Network Using Self-paced Learning Yiwei Zhang Chunbiao Zhu Ge Li Yuan Zhao Haifeng Shen 14 2 0 24 Feb 2019
'Zhores' -- Petaflops supercomputer for data-driven modeling, machine learning and artificial intelligence installed in Skolkovo Institute of Science and Technology Igor Zacharov R. Arslanov Maxim Gunin D. Stefonishin Sergey Pavlov O. Panarin Anton K. Maliutin S. Rykovanov M. Fedorov AI4CE VLM 4 190 0 20 Feb 2019
Towards Automatic Concept-based Explanations Amirata Ghorbani James Wexler James Zou Been Kim FAtt LRM 38 19 0 07 Feb 2019
Extending Stein's unbiased risk estimator to train deep denoisers with correlated pairs of noisy images Magauiya Zhussip Shakarim Soltanayev S. Chun OOD 20 3 0 07 Feb 2019
Collaborative Sampling in Generative Adversarial Networks Yuejiang Liu Parth Kothari Alexandre Alahi TTA 28 16 0 02 Feb 2019
No Training Required: Exploring Random Encoders for Sentence Classification John Wieting Douwe Kiela 6 98 0 29 Jan 2019