Deep Image Prior

29 November 2017

Andrea Vedaldi

Papers citing "Deep Image Prior"

50 / 426 papers shown

Title
Semantic interpretation for convolutional neural networks: What makes a cat a cat? Haonan Xu Yuntian Chen Dongxiao Zhang FAtt 25 3 0 16 Apr 2022
Deformable Sprites for Unsupervised Video Decomposition Vickie Ye Zhengqi Li Richard Tucker Angjoo Kanazawa Noah Snavely OCL 21 63 0 14 Apr 2022
Dancing under the stars: video denoising in starlight Kristina Monakhova Stephan R. Richter Laura Waller V. Koltun VGen 21 49 0 08 Apr 2022
DeepTensor: Low-Rank Tensor Decomposition with Deep Network Priors Vishwanath Saragadam Randall Balestriero Ashok Veeraraghavan Richard G. Baraniuk 27 15 0 07 Apr 2022
Zero-shot Blind Image Denoising via Implicit Neural Representations Chaewon Kim Jaeho Lee Jinwoo Shin 24 13 0 05 Apr 2022
SinNeRF: Training Neural Radiance Fields on Complex Scenes from a Single Image Dejia Xu Yi Ding Peihao Wang Zhiwen Fan Humphrey Shi Zhangyang Wang 34 187 0 02 Apr 2022
Data and Physics Driven Learning Models for Fast MRI -- Fundamentals and Methodologies from CNN, GAN to Attention and Transformers Jiahao Huang Yingying Fang Yang Nan Huanjun Wu Yinzhe Wu ... Zidong Wang Pietro Lio' Daniel Rueckert Yonina C. Eldar Guang Yang OOD MedIm 39 3 0 01 Apr 2022
Learning Graph Regularisation for Guided Super-Resolution Riccardo de Lutio Alexander Becker Stefano Dáronco S. Russo Jan Dirk Wegner Konrad Schindler SupR 18 36 0 27 Mar 2022
Current Source Localization Using Deep Prior with Depth Weighting Rio Yamana H. Yano R. Takashima T. Takiguchi Seiji Nakagawa 11 1 0 26 Mar 2022
Sensing Theorems for Unsupervised Learning in Linear Inverse Problems Julián Tachella Dongdong Chen Mike Davies SSL 25 24 0 23 Mar 2022
Unsupervised Deraining: Where Contrastive Learning Meets Self-similarity Yuntong Ye C. Yu Yi Chang Lin Zhu Xile Zhao Luxin Yan Yonghong Tian SSL 15 49 0 22 Mar 2022
Soft Smoothness for Audio Inpainting Using a Latent Matrix Model in Delay-embedded Space Tatsuya Yokota 11 2 0 18 Mar 2022
On the Spectral Bias of Convolutional Neural Tangent and Gaussian Process Kernels Amnon Geifman Meirav Galun David Jacobs Ronen Basri 30 13 0 17 Mar 2022
The Mathematics of Artificial Intelligence Gitta Kutyniok 14 0 0 16 Mar 2022
Blind2Unblind: Self-Supervised Image Denoising with Visible Blind Spots Zejin Wang Jiazheng Liu Guoqing Li Hua Han SSL 16 125 0 14 Mar 2022
TurbuGAN: An Adversarial Learning Approach to Spatially-Varying Multiframe Blind Deconvolution with Applications to Imaging Through Turbulence Brandon Yushan Feng Mingyang Xie Christopher A. Metzler ViT 28 14 0 13 Mar 2022
The Spectral Bias of Polynomial Neural Networks Moulik Choraria L. Dadi Grigorios G. Chrysos Julien Mairal V. Cevher 24 18 0 27 Feb 2022
A Note on Machine Learning Approach for Computational Imaging Bin Dong 26 0 0 24 Feb 2022
Computing Multiple Image Reconstructions with a Single Hypernetwork Alan Q. Wang Adrian V. Dalca M. Sabuncu 38 8 0 22 Feb 2022
Neural Architecture Search for Dense Prediction Tasks in Computer Vision T. Elsken Arber Zela J. H. Metzen B. Staffler Thomas Brox Abhinav Valada Frank Hutter OOD 36 17 0 15 Feb 2022
A Wasserstein GAN for Joint Learning of Inpainting and Spatial Optimisation Pascal Peter GAN 13 3 0 11 Feb 2022
Equivariance Regularization for Image Reconstruction Junqi Tang 24 2 0 10 Feb 2022
ROMNet: Renovate the Old Memories Runsheng Xu Zhengzhong Tu Yuanqi Du Xiaoyu Dong Jinlong Li Zibo Meng Jiaqi Ma Yu Hongkai 26 1 0 05 Feb 2022
Image-to-Image MLP-mixer for Image Reconstruction Youssef Mansour Kang Lin Reinhard Heckel SupR 31 15 0 04 Feb 2022
Validation and Generalizability of Self-Supervised Image Reconstruction Methods for Undersampled MRI Thomas Yu T. Hilbert G. Piredda Arun A. Joseph G. Bonanno ... P. Omoumi Meritxell Bach Cuadra Erick Jorge Canales-Rodríguez Thomas Kober Jean-Philippe Thiran 29 5 0 29 Jan 2022
Unsupervised Denoising of Retinal OCT with Diffusion Probabilistic Model Dewei Hu Yuankai K. Tao I. Oguz DiffM MedIm 158 43 0 27 Jan 2022
WPPNets and WPPFlows: The Power of Wasserstein Patch Priors for Superresolution Fabian Altekrüger J. Hertrich 27 15 0 20 Jan 2022
SeamlessGAN: Self-Supervised Synthesis of Tileable Texture Maps Carlos Rodriguez-Pardo Elena Garces GAN 12 24 0 13 Jan 2022
Neural KEM: A Kernel Method with Deep Coefficient Prior for PET Image Reconstruction Siqi Li Kuang Gong R. Badawi Edward J. Kim J. Qi Guobao Wang 30 13 0 05 Jan 2022
Splicing ViT Features for Semantic Appearance Transfer Narek Tumanyan Omer Bar-Tal Shai Bagon Tali Dekel DiffM 21 173 0 02 Jan 2022
AI-based Reconstruction for Fast MRI -- A Systematic Review and Meta-analysis Yutong Chen Carola-Bibiane Schönlieb Pietro Lio' T. Leiner P. Dragotti Ge Wang Daniel Rueckert D. Firmin Guang Yang 30 87 0 23 Dec 2021
Wiener Guided DIP for Unsupervised Blind Image Deconvolution G. Bredell Ertunc Erdil B. Weber E. Konukoglu DiffM 25 5 0 19 Dec 2021
Information Field Theory and Artificial Intelligence T. Ensslin 27 5 0 19 Dec 2021
High Fidelity Visualization of What Your Self-Supervised Representation Knows About Florian Bordes Randall Balestriero Pascal Vincent DiffM 25 61 0 16 Dec 2021
Implicit Neural Representations for Deconvolving SAS Images Albert W. Reed Thomas E. Blanford Daniel C. Brown Suren Jayasuriya 31 8 0 16 Dec 2021
Deep Translation Prior: Test-time Training for Photorealistic Style Transfer Sunwoo Kim Soohyun Kim Seungryong Kim 24 13 0 12 Dec 2021
Early Stopping for Deep Image Prior Hengkang Wang Taihui Li Zhong Zhuang Tiancong Chen Hengyue Liang Ju Sun 26 63 0 11 Dec 2021
Image Compressed Sensing Using Non-local Neural Network Wenxue Cui Shaohui Liu F. Jiang Debin Zhao 28 65 0 07 Dec 2021
Text2Mesh: Text-Driven Neural Stylization for Meshes O. Michel Roi Bar-On Richard Liu Sagie Benaim Rana Hanocka CLIP AI4CE 205 351 0 06 Dec 2021
TRNR: Task-Driven Image Rain and Noise Removal with a Few Images Based on Patch Analysis Wu Ran Bohong Yang Peirong Ma Hong-wei Lu 21 9 0 03 Dec 2021
The Augmented Image Prior: Distilling 1000 Classes by Extrapolating from a Single Image Yuki M. Asano Aaqib Saeed 43 7 0 01 Dec 2021
Unsupervised Image Denoising with Frequency Domain Knowledge Nahyun Kim Dong-Won Jang Sunhyeok Lee Bomi Kim Dae-Shik Kim 21 6 0 29 Nov 2021
IDR: Self-Supervised Image Denoising via Iterative Data Refinement Y. Zhang Dasong Li K. L. Law Xiaogang Wang Hongwei Qin Hongsheng Li 24 55 0 29 Nov 2021
ISNAS-DIP: Image-Specific Neural Architecture Search for Deep Image Prior Metin Ersin Arican Ozgur Kara G. Bredell E. Konukoglu 30 17 0 27 Nov 2021
Robust Equivariant Imaging: a fully unsupervised framework for learning to image from noisy and partial measurements Dongdong Chen Julián Tachella Mike E. Davies OOD 25 60 0 25 Nov 2021
An Educated Warm Start For Deep Image Prior-Based Micro CT Reconstruction Riccardo Barbano Johannes Leuschner Maximilian Schmidt Alexander Denker A. Hauptmann Peter Maass Bangti Jin 37 19 0 23 Nov 2021
STEEX: Steering Counterfactual Explanations with Semantics P. Jacob Éloi Zablocki H. Ben-younes Mickaël Chen P. Pérez Matthieu Cord 19 43 0 17 Nov 2021
Image-specific Convolutional Kernel Modulation for Single Image Super-resolution Yuanfei Huang Jie Li Yanting Hu Xinbo Gao Huan Huang SupR 18 0 0 16 Nov 2021
Unsupervised PET Reconstruction from a Bayesian Perspective Chenyu Shen Wenjun Xia H. Ye Mingzheng Hou Hu Chen Yan Liu Jiliu Zhou Yi Zhang 36 3 0 29 Oct 2021
Unsupervised Foreground Extraction via Deep Region Competition Peiyu Yu Sirui Xie Xiaojian Ma Yixin Zhu Ying Nian Wu Song-Chun Zhu OCL 32 42 0 29 Oct 2021