Deep Image Prior

29 November 2017

Andrea Vedaldi

Papers citing "Deep Image Prior"

50 / 155 papers shown

Title
Visual Image Reconstruction from Brain Activity via Latent Representation Y. Kamitani Misato Tanaka Ken Shirakawa 9 0 0 13 May 2025
Physics-Driven Neural Compensation For Electrical Impedance Tomography Chuyu Wang Huiting Deng Dong Liu 22 0 0 25 Apr 2025
Capture Global Feature Statistics for One-Shot Federated Learning Zenghao Guan Yucan Zhou Xiaoyan Gu FedML 54 0 0 10 Mar 2025
Generalizable Image Repair for Robust Visual Autonomous Racing Carson Sobolewski Zhenjiang Mao Kshitij Vejre Ivan Ruchkin 43 0 0 07 Mar 2025
NCF: Neural Correspondence Field for Medical Image Registration Lei Zhou Nimu Yuan Katjana Ehrlich Jinyi Qi 36 0 0 02 Mar 2025
Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration Kang Liao Zongsheng Yue Zhouxia Wang Chen Change Loy 60 3 0 20 Feb 2025
Imitation Game for Adversarial Disillusion with Multimodal Generative Chain-of-Thought Role-Play Ching-Chun Chang Fan-Yun Chen Shih-Hong Gu Kai Gao Hanrui Wang Isao Echizen AAML 62 0 0 31 Jan 2025
NeurTV: Total Variation on the Neural Domain Yisi Luo Xile Zhao Kai Ye Deyu Meng 43 1 0 03 Jan 2025
Realistic Noise Synthesis with Diffusion Models Qi Wu Mingyan Han Ting Jiang Chengzhi Jiang B. Zeng Man Jiang Haoqiang Fan Shuaicheng Liu DiffM 72 1 0 03 Jan 2025
Passive Non-Line-of-Sight Imaging with Light Transport Modulation Jiarui Zhang Ruixu Geng Xiaolong Du Yan Chen Houqiang Li Yang Hu 56 0 0 03 Jan 2025
Positive2Negative: Breaking the Information-Lossy Barrier in Self-Supervised Single Image Denoising Tong Li Lizhi Wang Zhiyuan Xu Lin Zhu Wanxuan Lu Hua Huang 80 2 0 21 Dec 2024
Multi-Parameter Molecular MRI Quantification using Physics-Informed Self-Supervised Learning Alex Finkelstein Nikita Vladimirov Moritz Zaiss O. Perlman 23 1 0 10 Nov 2024
Configurable Multilingual ASR with Speech Summary Representations Harrison Zhu Ivan Fung Yingke Zhu Lahiru Samarakoon 18 6 0 06 Oct 2024
TV-based Deep 3D Self Super-Resolution for fMRI Fernando Pérez-Bueno Hongwei Bran Li Shahin Nasr C. Caballero-Gaudes Cesar Caballero-Gaudes Juan Eugenio Iglesias SupR 31 0 0 05 Oct 2024
Diffusion State-Guided Projected Gradient for Inverse Problems Rayhan Zirvi Bahareh Tolooshams Anima Anandkumar DiffM 23 2 0 04 Oct 2024
Language Models as Zero-shot Lossless Gradient Compressors: Towards General Neural Parameter Prior Models Hui-Po Wang Mario Fritz 26 3 0 26 Sep 2024
Balancing Label Imbalance in Federated Environments Using Only Mixup and Artificially-Labeled Noise Kyle Rui Sang Tahseen Rabbani Furong Huang FedML 21 0 0 20 Sep 2024
Fundus image enhancement through direct diffusion bridges Sehui Kim Hyungjin Chung Se Hie Park Eui-Sang Chung Kayoung Yi Jong Chul Ye DiffM MedIm 18 0 0 19 Sep 2024
Exploring Prediction Targets in Masked Pre-Training for Speech Foundation Models Li-Wei Chen Takuya Higuchi He Bai Ahmed Hussen Abdelaziz Alexander Rudnicky Shinji Watanabe Tatiana Likhomanenko B. Theobald Zakaria Aldeneh 36 0 0 16 Sep 2024
Janssen 2.0: Audio Inpainting in the Time-frequency Domain Ondřej Mokrý Peter Balušík P. Rajmic 25 0 0 10 Sep 2024
Fast Unsupervised Tensor Restoration via Low-rank Deconvolution David Reixach J. Morros 21 0 0 15 Jun 2024
DeNVeR: Deformable Neural Vessel Representations for Unsupervised Video Vessel Segmentation Chun-Hung Wu Shih-Hong Chen Chih-Yao Hu Hsin-Yu Wu Kai-Hsin Chen Yu-You Chen Chih-Hai Su Chih-Kuo Lee Yu-Lun Liu 48 2 0 03 Jun 2024
A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis Yue Yang Mona Gandhi Yufei Wang Yifan Wu Michael S. Yao Christopher Callison-Burch James C. Gee Mark Yatskar 32 3 0 23 May 2024
ILILT: Implicit Learning of Inverse Lithography Technologies Haoyu Yang Haoxing Ren 28 3 0 06 May 2024
One-Shot Image Restoration Deborah Pereg SupR 26 1 0 26 Apr 2024
Masked and Shuffled Blind Spot Denoising for Real-World Images Hamadi Chihaoui Paolo Favaro 14 4 0 15 Apr 2024
Unsupervised Training of Convex Regularizers using Maximum Likelihood Estimation Hongwei Tan Ziruo Cai Marcelo Pereyra Subhadip Mukherjee Junqi Tang Carola-Bibiane Schönlieb SSL 52 1 0 08 Apr 2024
Deep Phase Coded Image Prior Nimrod Shabtay Eli Schwartz Raja Giryes 33 0 0 05 Apr 2024
Neural Redshift: Random Networks are not Random Functions Damien Teney A. Nicolicioiu Valentin Hartmann Ehsan Abbasnejad 86 18 0 04 Mar 2024
On normalization-equivariance properties of supervised and unsupervised denoising methods: a survey Sébastien Herbreteau Charles Kervrann OOD 21 0 0 23 Feb 2024
Data Reconstruction Attacks and Defenses: A Systematic Evaluation Sheng Liu Zihan Wang Yuxiao Chen Qi Lei AAML MIACV 52 4 0 13 Feb 2024
Paint-it: Text-to-Texture Synthesis via Deep Convolutional Texture Map Optimization and Physically-Based Rendering Youwang Kim Tae-Hyun Oh Gerard Pons-Moll DiffM 17 46 0 18 Dec 2023
Tell Me What You See: Text-Guided Real-World Image Denoising E. Yosef Raja Giryes DiffM 36 2 0 15 Dec 2023
Deep Internal Learning: Deep Learning from a Single Input Tom Tirer Raja Giryes Se Young Chun Yonina C. Eldar 15 3 0 12 Dec 2023
Prompt-In-Prompt Learning for Universal Image Restoration Zilong Li Yiming Lei Chenglong Ma Junping Zhang Hongming Shan VLM 30 25 0 08 Dec 2023
Physics-driven generative adversarial networks empower single-pixel infrared hyperspectral imaging Dong-Yin Wang Shu-Hang Bie Xi-Hao Chen Wen-Kai Yu GAN 13 0 0 22 Nov 2023
An Unsupervised Deep Learning Approach for the Wave Equation Inverse Problem Xiong-bin Yan Keke Wu Zhi-Qin John Xu Zheng Ma 13 0 0 08 Nov 2023
Cross-modal Cognitive Consensus guided Audio-Visual Segmentation Zhaofeng Shi Qingbo Wu Fanman Meng Linfeng Xu Hongliang Li VOS 16 3 0 10 Oct 2023
Warfare:Breaking the Watermark Protection of AI-Generated Content Guanlin Li Yifei Chen Jie M. Zhang Shangwei Guo Shangwei Guo Tianwei Zhang Jiwei Li Tianwei Zhang WIGM 47 3 0 27 Sep 2023
Explaining Deep Face Algorithms through Visualization: A Survey Thrupthi Ann S. M. I. C. V. Balasubramanian M. Jawahar CVBM 19 1 0 26 Sep 2023
Self2Seg: Single-Image Self-Supervised Joint Segmentation and Denoising Nadja Gruber Johannes Schwab Noémie Debroux Nicolas Papadakis Markus Haltmeier 10 0 0 19 Sep 2023
Neural Gradient Regularizer Shuang Xu Yifan Wang Zixiang Zhao Jiangjun Peng Xiangyong Cao Deyu Meng Yulun Zhang Radu Timofte Luc Van Gool 24 0 0 31 Aug 2023
Score-Based Generative Models for PET Image Reconstruction I. Singh Alexander Denker Riccardo Barbano vZeljko Kereta Bangti Jin K. Thielemans Peter Maass Simon Arridge DiffM MedIm 10 16 0 27 Aug 2023
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 22 36 0 28 Jul 2023
Learning Kernel-Modulated Neural Representation for Efficient Light Field Compression Jinglei Shi Yihong Xu C. Guillemot 16 5 0 12 Jul 2023
Training-Free Neural Matte Extraction for Visual Effects Sharif Elcott J. P. Lewis Nori Kanazawa C. Bregler 3DH 10 1 0 29 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 11 6 0 09 Jun 2023
Deep Learning with Partially Labeled Data for Radio Map Reconstruction Alkesandra Malkova Massih-Reza Amini B. Denis C. Villien 11 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 15 1 0 06 Jun 2023
Accelerating Diffusion Models for Inverse Problems through Shortcut Sampling Gongye Liu Haoze Sun Jiayi Li Fei Yin Yujiu Yang 22 19 0 26 May 2023