Deep Image Prior

29 November 2017

Andrea Vedaldi

Papers citing "Deep Image Prior"

50 / 426 papers shown

Title
Neural Font Rendering Daniel Anderson Ariel Shamir Ohad Fried GAN AI4CE 17 1 0 27 Nov 2022
Rooms with Text: A Dataset for Overlaying Text Detection Oleg Smirnov Aditya Tewari 21 0 0 21 Nov 2022
Diffusion Model Based Posterior Sampling for Noisy Linear Inverse Problems Xiangming Meng Y. Kabashima DiffM 10 52 0 20 Nov 2022
Unsupervised vocal dereverberation with diffusion-based generative models Koichi Saito Naoki Murata Toshimitsu Uesaka Chieh-Hsin Lai Yuhta Takida Takao Fukui Yuki Mitsufuji DiffM 44 23 0 08 Nov 2022
Private Set Generation with Discriminative Information Dingfan Chen Raouf Kerkouche Mario Fritz DD 27 34 0 07 Nov 2022
Towards Real World HDRTV Reconstruction: A Data Synthesis-based Approach Zhen Cheng Tao Wang Yong Li Fenglong Song C. Chen Zhiwei Xiong 28 7 0 06 Nov 2022
Mixture-Net: Low-Rank Deep Image Prior Inspired by Mixture Models for Spectral Image Recovery T. Gelvez-Barrera Jorge Bacca Henry Arguello SupR 19 10 0 05 Nov 2022
Unsupervised Deraining: Where Asymmetric Contrastive Learning Meets Self-similarity Yi Chang Yun Guo Yuntong Ye C. Yu Lin Zhu Xile Zhao Luxin Yan Yonghong Tian SSL 37 16 0 02 Nov 2022
Practical Phase Retrieval Using Double Deep Image Priors Zhong Zhuang David Yang F. Hofmann David A. Barmherzig Ju Sun 33 13 0 02 Nov 2022
Optimization for Amortized Inverse Problems Tianci Liu Tong Yang Quan Zhang Qi Lei 36 5 0 25 Oct 2022
Stable Deep MRI Reconstruction using Generative Priors Martin Zach Florian Knoll T. Pock OOD MedIm DiffM 29 17 0 25 Oct 2022
Joint Rigid Motion Correction and Sparse-View CT via Self-Calibrating Neural Field Qing Wu Xin Li Hongjiang Wei Jing-xin Yu Yuyao Zhang 23 5 0 23 Oct 2022
Removing grid structure in angle-resolved photoemission spectra via deep learning method Junde Liu Dongchen Huang Yi-Feng Yang Tian Qian 21 4 0 20 Oct 2022
Spectroscopic data de-noising via training-set-free deep learning method Dongchen Huang Junde Liu Tian Qian Yi-Feng Yang 16 5 0 19 Oct 2022
Explainable bilevel optimization: an application to the Helsinki deblur challenge S. Bonettini Giorgia Franchini Danilo Pezzi M. Prato 19 10 0 18 Oct 2022
Improving Data-Efficient Fossil Segmentation via Model Editing Indu Panigrahi Ryan Manzuk A. Maloof Ruth C. Fong 29 1 0 08 Oct 2022
RankMe: Assessing the downstream performance of pretrained self-supervised representations by their rank Q. Garrido Randall Balestriero Laurent Najman Yann LeCun SSL 53 73 0 05 Oct 2022
Biological connectomes as a representation for the architecture of artificial neural networks Samuel Schmidgall Catherine D. Schuman Maryam Parsa 23 2 0 28 Sep 2022
A Validation Approach to Over-parameterized Matrix and Image Recovery Lijun Ding Zhen Qin Liwei Jiang Jinxin Zhou Zhihui Zhu 48 13 0 21 Sep 2022
MetaDIP: Accelerating Deep Image Prior with Meta Learning Kevin Zhang Mingyang Xie Maharshi Gor Yi-Ting Chen Yvonne Zhou Christopher A. Metzler AI4CE 18 5 0 18 Sep 2022
Self-supervised learning of hologram reconstruction using physics consistency Luzhe Huang Hanlong Chen Tairan Liu Aydogan Ozcan DiffM SSL 25 41 0 17 Sep 2022
Joint Learning Content and Degradation Aware Feature for Blind Super-Resolution Yifeng Zhou Chuming Lin Donghao Luo Yong Liu Ying Tai Chengjie Wang M. Chen 24 12 0 29 Aug 2022
Learning Continuous Implicit Representation for Near-Periodic Patterns B. Chen Tiancheng Zhi M. Hebert S. Narasimhan CLL AI4TS 25 5 0 25 Aug 2022
A Constrained Deformable Convolutional Network for Efficient Single Image Dynamic Scene Blind Deblurring with Spatially-Variant Motion Blur Kernels Estimation Shu Tang Yang Wu Hongxing Qin Xianzhong Xie Shuli Yang Jing Wang 17 1 0 23 Aug 2022
Demystifying Randomly Initialized Networks for Evaluating Generative Models Junghyuk Lee Jun-Hyuk Kim Jong-Seok Lee EGVM 27 0 0 19 Aug 2022
Learning Degradation Representations for Image Deblurring Dasong Li Y. Zhang Ka Chun Cheung Xiaogang Wang Hongwei Qin Hongsheng Li 22 55 0 10 Aug 2022
SelfCoLearn: Self-supervised collaborative learning for accelerating dynamic MR imaging J. Zou Cheng Li Seng Jia Ruo-Nan Wu Tingrui Pei Hairong Zheng Shanshan Wang 30 14 0 08 Aug 2022
PatchRD: Detail-Preserving Shape Completion by Learning Patch Retrieval and Deformation Bo Sun Vladimir G. Kim Noam Aigerman Qi-Xing Huang S. Chaudhuri 3DPC 24 8 0 24 Jul 2022
Deep Audio Waveform Prior A. Turetzky Tzvi Michelson Yossi Adi Shmuel Peleg 19 9 0 21 Jul 2022
Semantic uncertainty intervals for disentangled latent spaces S. Sankaranarayanan Anastasios Nikolas Angelopoulos Stephen Bates Yaniv Romano Phillip Isola UQCV 31 21 0 20 Jul 2022
CNN-based Euler's Elastica Inpainting with Deep Energy and Deep Image Prior Karl Schrader Tobias Alt Joachim Weickert M. Ertel 15 5 0 16 Jul 2022
Untrained, physics-informed neural networks for structured illumination microscopy Zach Burns Zhaowei Liu AI4CE 17 11 0 15 Jul 2022
Adaptive Diffusion Priors for Accelerated MRI Reconstruction Alper Gungor S. Dar cSaban Ozturk Yilmaz Korkmaz Gokberk Elmas Muzaffer Özbey Tolga cCukur DiffM MedIm 29 184 0 12 Jul 2022
Array Camera Image Fusion using Physics-Aware Transformers Qian Huang Minghao Hu D. Brady ViT 8 3 0 05 Jul 2022
Uncertainty Quantification for Deep Unrolling-Based Computational Imaging Canberk Ekmekci Müjdat Çetin UQCV 19 11 0 02 Jul 2022
Neural Annotation Refinement: Development of a New 3D Dataset for Adrenal Gland Analysis Jiancheng Yang Rui Shi Udaranga Wickramasinghe Qikui Zhu Bingbing Ni Pascal Fua 3DH MedIm 32 5 0 30 Jun 2022
Autoencoder-based Attribute Noise Handling Method for Medical Data Thomas Ranvier H. Elghazel E. Coquery K. Benabdeslem 27 0 0 20 Jun 2022
Adapting the Linearised Laplace Model Evidence for Modern Deep Learning Javier Antorán David Janz J. Allingham Erik A. Daxberger Riccardo Barbano Eric T. Nalisnick José Miguel Hernández-Lobato UQCV BDL 27 28 0 17 Jun 2022
SAVi++: Towards End-to-End Object-Centric Learning from Real-World Videos Gamaleldin F. Elsayed Aravindh Mahendran Sjoerd van Steenkiste Klaus Greff Michael C. Mozer Thomas Kipf VOS OCL 55 137 0 15 Jun 2022
Extreme Masking for Learning Instance and Distributed Visual Representations Zhirong Wu Zihang Lai Xiao Sun Stephen Lin 32 22 0 09 Jun 2022
Large Loss Matters in Weakly Supervised Multi-Label Classification Youngwook Kim Jae Myung Kim Zeynep Akata Jungwook Lee NoLa 32 47 0 08 Jun 2022
Learning sRGB-to-Raw-RGB De-rendering with Content-Aware Metadata Seonghyeon Nam Abhijith Punnappurath Marcus A. Brubaker M. S. Brown 3DH 11 21 0 03 Jun 2022
Few-Shot Unlearning by Model Inversion Youngsik Yoon Jinhwan Nam Hyojeong Yun Jaeho Lee Dongwoo Kim Jungseul Ok MU 25 17 0 31 May 2022
DH-GAN: A Physics-driven Untrained Generative Adversarial Network for 3D Microscopic Imaging using Digital Holography Xiwen Chen Hongya Wang Abofazl Razi M. Kozicki C. Mann DiffM 17 1 0 25 May 2022
A theoretical framework for self-supervised MR image reconstruction using sub-sampling via variable density Noisier2Noise Charles Millard M. Chiew 37 33 0 20 May 2022
Speckle Image Restoration without Clean Data Tsung-Ming Tai Yun-Jie Jhang Wen-Jyi Hwang Chau-Jern Cheng 14 4 0 18 May 2022
Surface Reconstruction from Point Clouds: A Survey and a Benchmark Zhangjin Huang Yuxin Wen Zihao Wang Jinjuan Ren Kui Jia 3DV 3DPC 29 61 0 05 May 2022
Pik-Fix: Restoring and Colorizing Old Photos Runsheng Xu Zhengzhong Tu Yuanqi Du Xiaoyu Dong Jinlong Li Zibo Meng Jiaqi Ma A. Bovik Hongkai Yu 39 13 0 04 May 2022
A Dataset-free Deep learning Method for Low-Dose CT Image Reconstruction Qiaoqiao Ding Hui Ji Yuhui Quan Xiaoqun Zhang OOD 16 5 0 01 May 2022
List-Mode PET Image Reconstruction Using Deep Image Prior K. Ote F. Hashimoto Yuya Onishi Takashi Isobe Yasuomi Ouchi MedIm 30 19 0 28 Apr 2022