Deep Image Prior

29 November 2017

Andrea Vedaldi

Papers citing "Deep Image Prior"

50 / 153 papers shown

Title
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 14 1 0 25 May 2023
Meta-Auxiliary Learning for Adaptive Human Pose Prediction Qiongjie Cui Huaijiang Sun Jianfeng Lu Bin Li Weiqing Li 3DH OOD 28 5 0 13 Apr 2023
Discovering Structure From Corruption for Unsupervised Image Reconstruction Oscar Leong Angela F. Gao He Sun Katherine L. Bouman 16 5 0 12 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 13 54 0 04 Apr 2023
Masked Autoencoders as Image Processors Huiyu Duan Wei Shen Xiongkuo Min Danyang Tu Long Teng Jia Wang Guangtao Zhai ViT 22 11 0 30 Mar 2023
Novel View Synthesis of Humans using Differentiable Rendering Guillaume Rochette Chris Russell Richard Bowden DiffM 8 0 0 28 Mar 2023
Image Reconstruction without Explicit Priors Angela F. Gao Oscar Leong He Sun Katherine L. Bouman 6 8 0 21 Mar 2023
Compressive Sensing with Tensorized Autoencoder Rakib Hyder M. Salman Asif 11 0 0 10 Mar 2023
ENInst: Enhancing Weakly-supervised Low-shot Instance Segmentation Moon Ye-Bin D. Choi Y. Kwon Junsik Kim Tae-Hyun Oh ISeg 17 6 0 20 Feb 2023
Don't Play Favorites: Minority Guidance for Diffusion Models Soo Bin Um Suhyeon Lee Jong Chul Ye DiffM 11 21 0 29 Jan 2023
Open Problems in Applied Deep Learning M. Raissi AI4CE 16 2 0 26 Jan 2023
Efficient Flow-Guided Multi-frame De-fencing Stavros Tsogkas Feng Zhang Allan D. Jepson Alex Levinshtein 4 1 0 25 Jan 2023
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 17 12 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 8 6 0 20 Dec 2022
MrSARP: A Hierarchical Deep Generative Prior for SAR Image Super-resolution Tushar Agarwal Nithin Sugavanam Emre Ertin GAN 10 2 0 30 Nov 2022
Handling Image and Label Resolution Mismatch in Remote Sensing Scott Workman Armin Hadzic M. U. Rafique 17 5 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 33 1 0 28 Nov 2022
Private Set Generation with Discriminative Information Dingfan Chen Raouf Kerkouche Mario Fritz DD 14 34 0 07 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 6 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 10 16 0 02 Nov 2022
Optimization for Amortized Inverse Problems Tianci Liu Tong Yang Quan Zhang Qi Lei 19 4 0 25 Oct 2022
Stable Deep MRI Reconstruction using Generative Priors Martin Zach Florian Knoll T. Pock OOD MedIm DiffM 11 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 18 5 0 23 Oct 2022
Spectroscopic data de-noising via training-set-free deep learning method Dongchen Huang Junde Liu Tian Qian Yi-Feng Yang 8 4 0 19 Oct 2022
Explainable bilevel optimization: an application to the Helsinki deblur challenge S. Bonettini Giorgia Franchini Danilo Pezzi M. Prato 12 10 0 18 Oct 2022
Biological connectomes as a representation for the architecture of artificial neural networks Samuel Schmidgall Catherine D. Schuman Maryam Parsa 11 2 0 28 Sep 2022
Self-supervised learning of hologram reconstruction using physics consistency Luzhe Huang Hanlong Chen Tairan Liu Aydogan Ozcan DiffM SSL 15 41 0 17 Sep 2022
Demystifying Randomly Initialized Networks for Evaluating Generative Models Junghyuk Lee Jun-Hyuk Kim Jong-Seok Lee EGVM 14 0 0 19 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 8 8 0 24 Jul 2022
Semantic uncertainty intervals for disentangled latent spaces S. Sankaranarayanan Anastasios Nikolas Angelopoulos Stephen Bates Yaniv Romano Phillip Isola UQCV 13 20 0 20 Jul 2022
Uncertainty Quantification for Deep Unrolling-Based Computational Imaging Canberk Ekmekci Müjdat Çetin UQCV 11 10 0 02 Jul 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 17 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 38 136 0 15 Jun 2022
Extreme Masking for Learning Instance and Distributed Visual Representations Zhirong Wu Zihang Lai Xiao Sun Stephen Lin 20 22 0 09 Jun 2022
Large Loss Matters in Weakly Supervised Multi-Label Classification Youngwook Kim Jae Myung Kim Zeynep Akata Jungwook Lee NoLa 8 46 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 9 21 0 03 Jun 2022
Few-Shot Unlearning by Model Inversion Youngsik Yoon Jinhwan Nam Hyojeong Yun Jaeho Lee Dongwoo Kim Jungseul Ok MU 15 17 0 31 May 2022
Surface Reconstruction from Point Clouds: A Survey and a Benchmark Zhangjin Huang Yuxin Wen Zihao Wang Jinjuan Ren K. Jia 3DV 3DPC 16 57 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 16 13 0 04 May 2022
Deformable Sprites for Unsupervised Video Decomposition Vickie Ye Zhengqi Li Richard Tucker Angjoo Kanazawa Noah Snavely OCL 11 63 0 14 Apr 2022
SinNeRF: Training Neural Radiance Fields on Complex Scenes from a Single Image Dejia Xu Yifan Jiang Peihao Wang Zhiwen Fan Humphrey Shi Zhangyang Wang 13 181 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 19 3 0 01 Apr 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 17 22 0 23 Mar 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 18 17 0 15 Feb 2022
A Wasserstein GAN for Joint Learning of Inpainting and Spatial Optimisation Pascal Peter GAN 11 3 0 11 Feb 2022
Equivariance Regularization for Image Reconstruction Junqi Tang 13 2 0 10 Feb 2022
Information Field Theory and Artificial Intelligence T. Ensslin 11 5 0 19 Dec 2021
Text2Mesh: Text-Driven Neural Stylization for Meshes O. Michel Roi Bar-On Richard Liu Sagie Benaim Rana Hanocka CLIP AI4CE 175 350 0 06 Dec 2021
The Augmented Image Prior: Distilling 1000 Classes by Extrapolating from a Single Image Yuki M. Asano Aaqib Saeed 13 7 0 01 Dec 2021