Deep Image Prior

29 November 2017

Andrea Vedaldi

Papers citing "Deep Image Prior"

50 / 423 papers shown

Title
A survey on deep learning in medical image registration: new technologies, uncertainty, evaluation metrics, and beyond Junyu Chen Yihao Liu Shuwen Wei Zhangxing Bian Shalini Subramanian A. Carass Jerry L. Prince Yong Du OOD 42 36 0 28 Jul 2023
Learning Kernel-Modulated Neural Representation for Efficient Light Field Compression Jinglei Shi Yihong Xu C. Guillemot 19 6 0 12 Jul 2023
Training-Free Neural Matte Extraction for Visual Effects Sharif Elcott J. P. Lewis Nori Kanazawa C. Bregler 3DH 15 1 0 29 Jun 2023
Deep image prior inpainting of ancient frescoes in the Mediterranean Alpine arc Fabio Merizzi Perrine Saillard Oceane Acquier E. Morotti E. L. Piccolomini L. Calatroni Rosa Maria Dessì AI4CE 21 7 0 25 Jun 2023
Single-Image-Based Deep Learning for Segmentation of Early Esophageal Cancer Lesions Haipeng Li Di Liu Yunzhi Zeng Shuaicheng Liu Tao Gan N. Rao Jin-lin Yang Bing Zeng 24 6 0 09 Jun 2023
Deep Learning with Partially Labeled Data for Radio Map Reconstruction Alkesandra Malkova Massih-Reza Amini B. Denis C. Villien 27 0 0 07 Jun 2023
One-Dimensional Deep Image Prior for Curve Fitting of S-Parameters from Electromagnetic Solvers Sriram Ravula Varun Gorti Bo Deng Swagato Chakraborty J. Pingenot B. Mutnury D. Wallace D. Winterberg Adam R. Klivans A. Dimakis 28 1 0 06 Jun 2023
Accelerating Diffusion Models for Inverse Problems through Shortcut Sampling Gongye Liu Haoze Sun Jiayi Li Fei Yin Yujiu Yang 35 19 0 26 May 2023
Double Descent of Discrepancy: A Task-, Data-, and Model-Agnostic Phenomenon Yi-Xiao Luo Bin Dong 26 0 0 25 May 2023
Towards Large-scale Single-shot Millimeter-wave Imaging for Low-cost Security Inspection Liheng Bian Daoyu Li Shuoguang Wang Chun-yuen Teng Huteng Liu Hanwen Xu Xuyang Chang Guoqiang Zhao Shiyong Li Jun Zhang 19 1 0 25 May 2023
A Dive into SAM Prior in Image Restoration Zeyu Xiao Jiawang Bai Zhihe Lu Zhiwei Xiong 29 16 0 23 May 2023
U-TILISE: A Sequence-to-sequence Model for Cloud Removal in Optical Satellite Time Series Corinne Stucker Vivien Sainte Fare Garnot Konrad Schindler AI4TS 24 13 0 22 May 2023
Block Coordinate Plug-and-Play Methods for Blind Inverse Problems Weijie Gan Shirin Shoushtari Yuyang Hu Jiaming Liu Hongyu An Ulugbek S. Kamilov 20 11 0 22 May 2023
Instance Segmentation in the Dark Linwei Chen Ying Fu Kaixuan Wei Dezhi Zheng Felix Heide ISeg 59 47 0 27 Apr 2023
Meta-Auxiliary Learning for Adaptive Human Pose Prediction Qiongjie Cui Huaijiang Sun Jianfeng Lu Bin Li Weiqing Li 3DH OOD 37 5 0 13 Apr 2023
Discovering Structure From Corruption for Unsupervised Image Reconstruction Oscar Leong Angela F. Gao He Sun Katherine L. Bouman 29 5 0 12 Apr 2023
Accelerated deep self-supervised ptycho-laminography for three-dimensional nanoscale imaging of integrated circuits Iksung Kang Yi Jiang M. Holler M. Guizar‐Sicairos A. Levi J. Klug S. Vogt George Barbastathis 9 6 0 10 Apr 2023
Mapping Degeneration Meets Label Evolution: Learning Infrared Small Target Detection with Single Point Supervision Xinyi Ying Li Liu Yingqian Wang Ruojing Li Nuo Chen Zaiping Lin Weidong Sheng Shilin Zhou 26 57 0 04 Apr 2023
Masked Autoencoders as Image Processors Huiyu Duan Wei Shen Xiongkuo Min Danyang Tu Long Teng Jia Wang Guangtao Zhai ViT 38 11 0 30 Mar 2023
Novel View Synthesis of Humans using Differentiable Rendering Guillaume Rochette Chris Russell Richard Bowden DiffM 29 0 0 28 Mar 2023
Few-Shot Domain Adaptation for Low Light RAW Image Enhancement K. Prabhakar Vishal Vinod N. Sahoo Venkatesh Babu Radhakrishnan 22 7 0 27 Mar 2023
Region-wise matching for image inpainting based on adaptive weighted low-rank decomposition Shenghai Liao Xuya Liu Ruyi Han S. Fu Yuan-feng Zhou Yuliang Li 18 0 0 22 Mar 2023
Image Reconstruction without Explicit Priors Angela F. Gao Oscar Leong He Sun Katherine L. Bouman 16 8 0 21 Mar 2023
Unsupervised Intrinsic Image Decomposition with LiDAR Intensity Shogo Sato Yasuhiro Yao Taiga Yoshida Takuhiro Kaneko Shingo Ando Junici Shimamura 31 6 0 20 Mar 2023
DarkVisionNet: Low-Light Imaging via RGB-NIR Fusion with Deep Inconsistency Prior Shuangping Jin Bingbin Yu Minhao Jing Yi Zhou Jiajun Liang Renhe Ji 39 35 0 13 Mar 2023
Compressive Sensing with Tensorized Autoencoder Rakib Hyder M. Salman Asif 18 0 0 10 Mar 2023
A Review of Deep Learning-Powered Mesh Reconstruction Methods Zhiqin Chen 3DV 40 2 0 06 Mar 2023
Nonlinear ill-posed problem in low-dose dental cone-beam computed tomography Hyoung Suk Park Chang Min Hyun J.K. Seo 10 1 0 03 Mar 2023
Implicit neural representations for unsupervised super-resolution and denoising of 4D flow MRI S. Saitta M. Carioni Subhadip Mukherjee Carola-Bibiane Schönlieb A. Redaelli 13 9 0 24 Feb 2023
Teaching CLIP to Count to Ten Roni Paiss Ariel Ephrat Omer Tov Shiran Zada Inbar Mosseri Michal Irani Tali Dekel VLM CLIP 34 89 0 23 Feb 2023
ENInst: Enhancing Weakly-supervised Low-shot Instance Segmentation Moon Ye-Bin D. Choi Y. Kwon Junsik Kim Tae-Hyun Oh ISeg 30 6 0 20 Feb 2023
One-Pot Multi-Frame Denoising Lujia Jin Shi-Jing Zhao Lei Zhu Qian Chen Yanye Lu 10 1 0 18 Feb 2023
DDM $^2$ : Self-Supervised Diffusion MRI Denoising with Generative Diffusion Models Tiange Xiang Mahmut Yurt Ali B. Syed K. Setsompop Akshay S. Chaudhari MedIm DiffM 30 53 0 06 Feb 2023
An Unsupervised Framework for Joint MRI Super Resolution and Gibbs Artifact Removal Yikang Liu Eric Z. Chen Xiao Chen Terrence Chen Shanhui Sun MedIm 27 0 0 06 Feb 2023
$Learning Trees of $\ell_0$-Minimization Problems$ Learning Trees of $\ell_0$ -Minimization Problems G. Welper 21 0 0 06 Feb 2023
Don't Play Favorites: Minority Guidance for Diffusion Models Soo Bin Um Suhyeon Lee Jong Chul Ye DiffM 25 21 0 29 Jan 2023
Open Problems in Applied Deep Learning M. Raissi AI4CE 42 2 0 26 Jan 2023
Efficient Flow-Guided Multi-frame De-fencing Stavros Tsogkas Feng Zhang Allan D. Jepson Alex Levinshtein 16 1 0 25 Jan 2023
Explicit Abnormality Extraction for Unsupervised Motion Artifact Reduction in Magnetic Resonance Imaging Yusheng Zhou Hao Li Jianan Liu Zhengmin Kong Tao Huang Euijoon Ah Zhihan Lv Jinman Kim David Dagan Feng MedIm 26 0 0 04 Jan 2023
Spatiotemporal implicit neural representation for unsupervised dynamic MRI reconstruction Jie Feng Rui-jun Feng Qing Wu Zhiyong Zhang Yuyao Zhang Hongjiang Wei 25 22 0 31 Dec 2022
Fully 3D Implementation of the End-to-end Deep Image Prior-based PET Image Reconstruction Using Block Iterative Algorithm F. Hashimoto Yuya Onishi K. Ote H. Tashima T. Yamaya MedIm 25 13 0 22 Dec 2022
DDIPNet and DDIPNet+: Discriminant Deep Image Prior Networks for Remote Sensing Image Classification D. F. S. Santos R. G. Pires L. A. Passos João Paulo Papa 16 6 0 20 Dec 2022
Adversarial Example Defense via Perturbation Grading Strategy Shaowei Zhu Wanli Lyu Bin Li Z. Yin Bin Luo AAML 27 1 0 16 Dec 2022
MrSARP: A Hierarchical Deep Generative Prior for SAR Image Super-resolution Tushar Agarwal Nithin Sugavanam Emre Ertin GAN 21 2 0 30 Nov 2022
Adaptive adversarial training method for improving multi-scale GAN based on generalization bound theory Jin-Lin Tang B. Tao Zeyu Gong Zhoupin Yin AI4CE 34 1 0 30 Nov 2022
Attentional Ptycho-Tomography (APT) for three-dimensional nanoscale X-ray imaging with minimal data acquisition and computation time Iksung Kang Ziling Wu Yi Jiang Yudong Yao Junjing Deng J. Klug S. Vogt George Barbastathis 29 7 0 29 Nov 2022
Handling Image and Label Resolution Mismatch in Remote Sensing Scott Workman Armin Hadzic M. U. Rafique 32 5 0 28 Nov 2022
Unsupervised Superpixel Generation using Edge-Sparse Embedding Jakob Geusen G. Bredell Tianfei Zhou E. Konukoglu SupR 10 0 0 28 Nov 2022
Near-filed SAR Image Restoration with Deep Learning Inverse Technique: A Preliminary Study Xu Zhan Xiaoling Zhang Wensi Zhang Jun Shi Shunjun Wei Tianjiao Zeng 41 1 0 28 Nov 2022
Neural Font Rendering Daniel Anderson Ariel Shamir Ohad Fried GAN AI4CE 17 1 0 27 Nov 2022