图像生成 - arXivDaily 专题

1907.04699 2020-05-26 eess.IV cs.LG eess.SP 50%

From Group Sparse Coding to Rank Minimization: A Novel Denoising Model for Low-level Image Restoration

Yunyi Li, Guan Gui, Xiefeng Cheng

专题命中图像修复：inpainting(abstract)

Comments Accepted by Signal Processing

1811.09446 2020-05-12 math.NA cs.NA stat.CO 50%

Semivariogram methods for modeling Whittle-Matérn priors in Bayesian inverse problems

Richard D. Brown, Johnathan M. Bardsley, Tiangang Cui

专题命中图像修复：inpainting(abstract)

Journal ref Inverse Problems 36 055006 (2020)

1801.06727 2020-03-31 q-fin.ST math.ST stat.ML stat.TH 50%

A Second Order Cumulant Spectrum Test That a Stochastic Process is Strictly Stationary and a Step Toward a Test for Graph Signal Strict Stationarity

Denisa Roberts, Douglas Patterson

专题命中图像修复：inpainting(abstract)

Comments 6 pages

Journal ref NeurIPS 2018 Workshop for the Spatiotemporal Domain

1811.03996 2020-03-27 cs.IT math.IT 50%

Uncertainty relations and sparse signal recovery

Erwin Riegler, Helmut Bölcskei

专题命中图像修复：inpainting(abstract)

Comments Chapter in Information-theoretic Methods in Data Science, M. Rodrigues and Y. Eldar, Eds., Cambridge University Press, 2020

2003.07004 2020-03-17 eess.SP cs.LG 50%

A Generative Learning Approach for Spatio-temporal Modeling in Connected Vehicular Network

Rong Xia, Yong Xiao, Yingyu Li, Marwan Krunz, Dusit Niyato

专题命中图像修复：inpainting(abstract)

Comments 6 pages, 8 figures. Accepted at IEEE International Conference on Communications (ICC), Dublin, Ireland, June 2020

1711.00328 2020-01-22 eess.SP 50%

Learned Convolutional Sparse Coding

Hillel Sreter, Raja Giryes

专题命中图像修复：inpainting(abstract)

Journal ref ICASSP 2018

1810.13137 2020-01-17 cs.SD eess.AS math.OC 50%

Introducing SPAIN (SParse Audio INpainter)

Ondřej Mokrý, Pavel Záviška, Pavel Rajmic, Vítězslav Veselý

专题命中图像修复：inpainting(abstract)

Journal ref 2019 27th European Signal Processing Conference (EUSIPCO)

1809.09639 2020-01-08 eess.SP 50%

Sparse Recovery and Dictionary Learning from Nonlinear Compressive Measurements

Lucas Rencker, Francis Bach, Wenwu Wang, Mark D. Plumbley

专题命中图像修复：inpainting(abstract)

1906.07552 2019-12-10 eess.AS cs.LG cs.SD stat.ML 50%

Single-Channel Signal Separation and Deconvolution with Generative Adversarial Networks

Qiuqiang Kong, Yong Xu, Wenwu Wang, Philip J. B. Jackson, Mark D. Plumbley

专题命中图像修复：inpainting(abstract)

Comments 7 pages. Accepted by IJCAI 2019

Journal ref International Joint Conference on Artificial Intelligence (IJCAI), 2019, pp. 2747-2753

1901.00682 2019-12-10 math.NA cs.NA 50%

A Finite Element Nonoverlapping Domain Decomposition Method with Lagrange Multipliers for the Dual Total Variation Minimizations

Chang-Ock Lee, Jongho Park

专题命中图像修复：inpainting(abstract)

Comments 26 pages, 8 figures

Journal ref J. Sci. Comput. 81 (2019) 2331--2355

1912.00755 2019-12-03 eess.IV 50%

Solving Jigsaw Puzzles with Eroded Boundaries

Dov Bridger, Dov Danon, Ayellet Tal

专题命中图像修复：inpainting(abstract)

Comments 8 pages

1902.09698 2019-10-25 cs.LG eess.IV stat.ML 50%

GAN-based Projector for Faster Recovery with Convergence Guarantees in Linear Inverse Problems

Ankit Raj, Yuqi Li, Yoram Bresler

专题命中图像修复：inpainting(abstract)

1910.00403 2019-10-02 physics.comp-ph cs.NA math.NA 50%

Computing Residual Diffusivity by Adaptive Basis Learning via Super-Resolution Deep Neural Networks

Jiancheng Lyu, Jack Xin, Yifeng Yu

专题命中图像修复：diffusion(abstract)

1909.13511 2019-10-01 math.NA cs.NA 50%

Fast and Stable Schemes for Phase Fields Models

Matthieu Brachet, Jean-Paul Chehab

专题命中图像修复：inpainting(abstract)

1812.09638 2019-08-01 cs.CR 50%

Exploiting the Inherent Limitation of L0 Adversarial Examples

Fei Zuo, Bokai Yang, Xiaopeng Li, Lannan Luo, Qiang Zeng

专题命中图像修复：inpainting(abstract)

Comments Accepted by the 22nd International Symposium on Research in Attacks, Intrusions and Defenses (RAID 2019)

1907.08811 2019-07-23 math.NA cs.NA 50%

On the Golub--Kahan bidiagonalization for ill-posed tensor equations with applications to color image restoration

Fatemeh P. A. Beik, Khalide Jbilou, Mehdi Najafi-Kalyani, Lothar Reichel

专题命中图像修复：diffusion(abstract)

1809.01817 2019-07-23 stat.ML cs.LG 50%

Online Adaptive Image Reconstruction (OnAIR) Using Dictionary Models

Brian E. Moore, Saiprasad Ravishankar, Raj Rao Nadakuditi, Jeffrey A. Fessler

专题命中图像修复：inpainting(abstract)

Comments To appear in IEEE Transactions on Computational Imaging

1907.05132 2019-07-12 math.NA cs.NA 50%

Improved PDE Models for Image Restoration through Backpropagation

Sílvia Barbeiro, Diogo Lobo

专题命中图像修复：diffusion(abstract)

1806.02382 2019-07-01 stat.ML cs.LG 50%

Variational Autoencoder with Arbitrary Conditioning

Oleg Ivanov, Michael Figurnov, Dmitry Vetrov

专题命中图像修复：inpainting(abstract)

Comments Published as a conference paper at ICLR 2019

1905.08603 2019-06-11 physics.med-ph eess.IV 50%

Overview of image-to-image translation by use of deep neural networks: denoising, super-resolution, modality conversion, and reconstruction in medical imaging

Shizuo Kaji, Satoshi Kida

专题命中图像修复：image synthesis(abstract)

Comments many typos are fixed. to appear in Radiological Physics and Technology

1905.08537 2019-05-22 cs.LG cs.NE stat.ML 50%

Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search

Youhei Akimoto, Shinichi Shirakawa, Nozomu Yoshinari, Kento Uchida, Shota Saito, Kouhei Nishida

专题命中图像修复：inpainting(abstract)

Comments Accepted to ICML 2019. Code is available at https://github.com/shirakawas/ASNG-NAS

1901.09235 2019-01-29 cs.LG cs.DC stat.ML 50%

Distributed Convolutional Dictionary Learning (DiCoDiLe): Pattern Discovery in Large Images and Signals

Thomas Moreau, Alexandre Gramfort

专题命中图像修复：inpainting(abstract)

1901.03396 2019-01-14 cs.LG stat.ML 50%

Detecting Overfitting of Deep Generative Networks via Latent Recovery

Ryan Webster, Julien Rabin, Loic Simon, Frederic Jurie

专题命中图像修复：inpainting(abstract)

1812.10538 2018-12-31 eess.IV cs.LG eess.SP stat.ML 50%

A Greedy Approach to $\ell_{0,\infty}$ Based Convolutional Sparse Coding

Elad Plaut, Raja Giryes

专题命中图像修复：inpainting(abstract)

Comments Accepted for publication in SIAM Journal on Imaging Sciences (SIIMS)

1805.04168 2018-12-12 cs.IT cs.ET eess.SP math.IT 50%

Achieving Super-Resolution with Redundant Sensing

Diu Khue Luu, Anh Tuan Nguyen, Zhi Yang

专题命中图像修复：diffusion(abstract)

Journal ref IEEE Transactions on Biomedical Engineering (2018)

1812.01102 2018-12-05 q-fin.ST cs.LG stat.ML 50%

Machine Learning for Yield Curve Feature Extraction: Application to Illiquid Corporate Bonds

Greg Kirczenow, Masoud Hashemi, Ali Fathi, Matt Davison

专题命中图像修复：inpainting(abstract)

Comments arXiv admin note: substantial text overlap with arXiv:1806.01731

1711.05147 2018-11-14 cs.IT math.IT 50%

Restoration by Compression

Yehuda Dar, Michael Elad, Alfred M. Bruckstein

专题命中图像修复：inpainting(abstract)

1810.06860 2018-10-17 cs.LG stat.ML 50%

Faster Matrix Completion Using Randomized SVD

Xu Feng, Wenjian Yu, Yaohang Li

专题命中图像修复：inpainting(abstract)

Comments 8 pages, 5 figures, ICTAI 2018 Accepted

1612.03393 2018-06-21 math.OC 50%

Exact recovery low-rank matrix via transformed affine matrix rank minimization

Angang Cui, Jigen Peng, Haiyang Li

专题命中图像修复：inpainting(abstract)

Comments arXiv admin note: text overlap with arXiv:1611.07777

1806.05575 2018-06-15 cs.LG stat.ML 50%

Autoregressive Quantile Networks for Generative Modeling

Georg Ostrovski, Will Dabney, Rémi Munos

专题命中图像修复：inpainting(abstract)

Comments ICML 2018

1. 图像修复 1785 篇

From Group Sparse Coding to Rank Minimization: A Novel Denoising Model for Low-level Image Restoration

Semivariogram methods for modeling Whittle-Matérn priors in Bayesian inverse problems

A Second Order Cumulant Spectrum Test That a Stochastic Process is Strictly Stationary and a Step Toward a Test for Graph Signal Strict Stationarity

Uncertainty relations and sparse signal recovery

A Generative Learning Approach for Spatio-temporal Modeling in Connected Vehicular Network

Learned Convolutional Sparse Coding

Introducing SPAIN (SParse Audio INpainter)

Sparse Recovery and Dictionary Learning from Nonlinear Compressive Measurements

Single-Channel Signal Separation and Deconvolution with Generative Adversarial Networks

A Finite Element Nonoverlapping Domain Decomposition Method with Lagrange Multipliers for the Dual Total Variation Minimizations

Solving Jigsaw Puzzles with Eroded Boundaries

GAN-based Projector for Faster Recovery with Convergence Guarantees in Linear Inverse Problems

Computing Residual Diffusivity by Adaptive Basis Learning via Super-Resolution Deep Neural Networks

Fast and Stable Schemes for Phase Fields Models

Exploiting the Inherent Limitation of L0 Adversarial Examples

On the Golub--Kahan bidiagonalization for ill-posed tensor equations with applications to color image restoration

Online Adaptive Image Reconstruction (OnAIR) Using Dictionary Models

Improved PDE Models for Image Restoration through Backpropagation

Variational Autoencoder with Arbitrary Conditioning

Overview of image-to-image translation by use of deep neural networks: denoising, super-resolution, modality conversion, and reconstruction in medical imaging

Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search

Distributed Convolutional Dictionary Learning (DiCoDiLe): Pattern Discovery in Large Images and Signals

Detecting Overfitting of Deep Generative Networks via Latent Recovery

A Greedy Approach to $\ell_{0,\infty}$ Based Convolutional Sparse Coding

Achieving Super-Resolution with Redundant Sensing

Machine Learning for Yield Curve Feature Extraction: Application to Illiquid Corporate Bonds

Restoration by Compression

Faster Matrix Completion Using Randomized SVD

Exact recovery low-rank matrix via transformed affine matrix rank minimization

Autoregressive Quantile Networks for Generative Modeling