图像生成 - arXivDaily 专题

2206.13894 2023-05-04 stat.CO stat.ML 50%

The split Gibbs sampler revisited: improvements to its algorithmic structure and augmented target distribution

Marcelo Pereyra, Luis A. Vargas-Mieles, Konstantinos C. Zygalakis

专题命中图像修复：inpainting(abstract)

Comments 22 pages, 9 figures, 7 tables. Accepted for publication in SIAM Journal on Imaging Sciences (SIIMS)

2212.08165 2023-04-14 physics.med-ph 50%

BigBrain-MR: a new digital phantom with anatomically-realistic magnetic resonance properties at 100-μm resolution for magnetic resonance methods development

Cristina Sainz Martinez, Meritxell Bach Cuadra, João Jorge

专题命中图像修复：image generation(abstract)

Comments 38 pages, 8 figures, 1 table, 6 supplementary figures

Journal ref NeuroImage, Vol. 273, June 2023, 120074

2303.03384 2023-03-07 cs.LG math.ST stat.ML stat.TH 50%

Restoration-Degradation Beyond Linear Diffusions: A Non-Asymptotic Analysis For DDIM-Type Samplers

Sitan Chen, Giannis Daras, Alexandros G. Dimakis

专题命中图像修复：diffusion(abstract)

Comments 29 pages

2206.06733 2023-02-27 math.OC 50%

Data-Driven Mirror Descent with Input-Convex Neural Networks

Hong Ye Tan, Subhadip Mukherjee, Junqi Tang, Carola-Bibiane Schönlieb

专题命中图像修复：inpainting(abstract)

2210.14927 2023-02-22 astro-ph.IM astro-ph.CO 50%

Characterization Of Inpaint Residuals In Interferometric Measurements of the Epoch Of Reionization

Michael Pagano, Jing Liu, Adrian Liu, Nicholas S. Kern, Aaron Ewall-Wice, Philip Bull, Robert Pascua, Siamak Ravanbakhsh, Zara Abdurashidova, Tyrone Adams, James E. Aguirre, Paul Alexander, Zaki S. Ali, Rushelle Baartman, Yanga Balfour, Adam P. Beardsley, Gianni Bernardi, Tashalee S. Billings, Judd D. Bowman, Richard F. Bradley, Jacob Burba, Steven Carey, Chris L. Carilli, Carina Cheng, David R. DeBoer, Eloy de Lera Acedo, Matt Dexter, Joshua S. Dillon, Nico Eksteen, John Ely, Nicolas Fagnoni, Randall Fritz, Steven R. Furlanetto, Kingsley Gale-Sides, Brian Glendenning, Deepthi Gorthi, Bradley Greig, Jasper Grobbelaar, Ziyaad Halday, Bryna J. Hazelton, Jacqueline N. Hewitt, Jack Hickish, Daniel C. Jacobs, Austin Julius, MacCalvin Kariseb, Joshua Kerrigan, Piyanat Kittiwisit, Saul A. Kohn, Matthew Kolopanis, Adam Lanman, Paul La Plante, Anita Loots, David Harold Edward MacMahon, Lourence Malan, Cresshim Malgas, Keith Malgas, Bradley Marero, Zachary E. Martinot, Andrei Mesinger, Mathakane Molewa, Miguel F. Morales, Tshegofalang Mosiane, Abraham R. Neben, Bojan Nikolic, Hans Nuwegeld, Aaron R. Parsons, Nipanjana Patra, Samantha Pieterse, Nima Razavi-Ghods, James Robnett, Kathryn Rosie, Peter Sims, Craig Smith, Hilton Swarts, Nithyanandan Thyagarajan, Pieter van Wyngaarden, Peter K. G. Williams, Haoxuan Zheng

专题命中图像修复：inpainting(abstract)

Comments 21 pages, 13 figures

2206.14373 2023-01-31 stat.ML cs.IT cs.LG eess.SP math.IT math.ST stat.TH 50%

Theoretical Perspectives on Deep Learning Methods in Inverse Problems

Jonathan Scarlett, Reinhard Heckel, Miguel R. D. Rodrigues, Paul Hand, Yonina C. Eldar

专题命中图像修复：inpainting(abstract)

Comments IEEE JSAIT (Special Issue on Deep Learning for Inverse Problems)

2301.00247 2023-01-03 eess.IV 50%

DIVA: Deep Unfolded Network from Quantum Interactive Patches for Image Restoration

Sayantan Dutta, Adrian Basarab, Bertrand Georgeot, Denis Kouamé

专题命中图像修复：inpainting(abstract)

Comments 18 pages, 18 figures; complements and expands https://ieeexplore.ieee.org/abstract/document/9897959 and https://ieeexplore.ieee.org/abstract/document/9958691

2101.06731 2022-12-29 astro-ph.CO 50%

Level correlations of the CMB temperature angular power spectrum

Md Ishaque Khan, Rajib Saha

专题命中图像修复：inpainting(abstract)

Comments 16 pages, 9 figures

Journal ref J Astrophys Astron 43, 100 (2022)

2211.15251 2022-11-29 eess.SP eess.IV 50%

Enhanced Fast Iterative Shrinkage Thresholding Algorithm For Linear Inverse Problem

Avinash Kumar, Sujit Kumar Sahoo

专题命中图像修复：inpainting(abstract)

2211.00101 2022-11-02 math.NA cs.NA 50%

A General Decomposition Method for a Convex Problem Related to Total Variation Minimization

Stephan Hilb, Andreas Langer

专题命中图像修复：inpainting(abstract)

2209.08003 2022-10-26 eess.IV 50%

Plug-and-Play Regularization using Linear Solvers

Pravin Nair, Kunal N. Chaudhury

专题命中图像修复：inpainting(abstract)

Comments This paper is accepted in IEEE Transactions on Image Processing

2207.10441 2022-10-26 cs.SD cs.LG eess.AS 50%

Deep Audio Waveform Prior

Arnon Turetzky, Tzvi Michelson, Yossi Adi, Shmuel Peleg

专题命中图像修复：inpainting(abstract)

Comments Interspeech 2022

2205.13554 2022-10-25 cs.LG cs.AI 50%

Training and Inference on Any-Order Autoregressive Models the Right Way

Andy Shih, Dorsa Sadigh, Stefano Ermon

专题命中图像修复：inpainting(abstract)

Comments 36th Conference on Neural Information Processing Systems (NeurIPS 2022)

2209.14706 2022-09-30 math.AP 50%

Iterative Approach to Image Compression with Noise : Optimizing Spatial and Tonal Data

Zakaria Belhachmi, Thomas Jacumin

专题命中图像修复：inpainting(abstract)

Comments arXiv admin note: text overlap with arXiv:2202.10702

2206.12331 2022-09-27 math.NA cs.NA 50%

Total Generalized Variation for Piecewise Constant Functions on Triangular Meshes with Applications in Imaging

Lukas Baumgärtner, Ronny Bergmann, Roland Herzog, Stephan Schmidt, José Vidal-Núñez

专题命中图像修复：inpainting(abstract)

2006.05479 2022-09-20 cs.LG stat.ML 50%

Probabilistic Autoencoder

Vanessa Böhm, Uroš Seljak

专题命中图像修复：inpainting(abstract)

Comments Accepted version. Code available at https://github.com/VMBoehm/PAE

2204.00636 2022-09-14 astro-ph.HE hep-ph 50%

The Andromeda Gamma-Ray Excess: Background Systematics of the Millisecond Pulsars and Dark Matter Interpretations

Fabian Zimmer, Oscar Macias, Shin'ichiro Ando, Roland M. Crocker, Shunsaku Horiuchi

专题命中图像修复：inpainting(abstract)

Comments 15 pages, 11 figures, comments are welcome

2209.02964 2022-09-08 eess.IV 50%

Quaternion Tensor Train Rank Minimization with Sparse Regularization in a Transformed Domain for Quaternion Tensor Completion

Jifei Miao, Kit Ian Kou, Liqiao Yang, Dong Cheng

专题命中图像修复：inpainting(abstract)

2203.10044 2022-09-07 cs.LG math.PR 50%

Bayesian Low-rank Matrix Completion with Dual-graph Embedding: Prior Analysis and Tuning-free Inference

Yangge Chen, Lei Cheng, Yik-Chung Wu

专题命中图像修复：inpainting(abstract)

Comments 30 pages, 14 figures

2208.13844 2022-08-31 astro-ph.IM astro-ph.HE gr-qc 50%

Mitigating the effects of instrumental artifacts on source localizations

Maggie C. Huber, Derek Davis

专题命中图像修复：inpainting(abstract)

Comments 14 pages, 9 figures

2107.02848 2022-07-13 eess.IV 50%

Deep Unfolding with Normalizing Flow Priors for Inverse Problems

Xinyi Wei, Hans van Gorp, Lizeth Gonzalez Carabarin, Daniel Freedman, Yonina C. Eldar, Ruud J. G. van Sloun

专题命中图像修复：inpainting(abstract)

2205.09846 2022-06-30 astro-ph.SR physics.flu-dyn physics.plasm-ph physics.space-ph 50%

Reconstruction of photospheric velocity fields from highly corrupted data

Erico L. Rempel, Roman Chertovskih, Kamilla R. Davletshina, Suzana S. A. Silva, Brian T. Welsch, Abraham C. -L. Chian

专题命中图像修复：inpainting(abstract)

Journal ref ApJ 933 2 (2022)

2206.00436 2022-06-02 q-bio.NC cs.LG stat.ML 50%

Top-down inference in an early visual cortex inspired hierarchical Variational Autoencoder

Ferenc Csikor, Balázs Meszéna, Bence Szabó, Gergő Orbán

专题命中图像修复：inpainting(abstract)

Comments 15 pages, 5 figures

2205.08839 2022-05-19 eess.IV 50%

A Survey on Hyperspectral Image Restoration: From the View of Low-Rank Tensor Approximation

Na Liu, Wei Li, Yinjian Wang, Rao Tao, Qian Du, Jocelyn Chanussot

专题命中图像修复：inpainting(abstract)

Comments Under review in Science China Information Siences

2108.00131 2022-05-11 cs.LG 50%

Simple, Fast, and Flexible Framework for Matrix Completion with Infinite Width Neural Networks

Adityanarayanan Radhakrishnan, George Stefanakis, Mikhail Belkin, Caroline Uhler

专题命中图像修复：inpainting(abstract)

2104.11709 2022-04-26 cs.RO 50%

Risk-Aware Path Planning for Ground Vehicles using Occluded Aerial Images

Vishnu Dutt Sharma, Pratap Tokekar

专题命中图像修复：inpainting(abstract)

2204.03042 2022-04-08 cs.SD cs.AI eess.AS 50%

FFC-SE: Fast Fourier Convolution for Speech Enhancement

Ivan Shchekotov, Pavel Andreev, Oleg Ivanov, Aibek Alanov, Dmitry Vetrov

专题命中图像修复：inpainting(abstract)

Comments Submitted to INTERSPEECH 2022

2101.01299 2022-03-28 stat.ME 50%

Bayesian Uncertainty Quantification for Low-Rank Matrix Completion

Henry Shaowu Yuchi, Simon Mak, Yao Xie

专题命中图像修复：inpainting(abstract)

2203.01413 2022-03-10 cs.AR eess.IV eess.SP 50%

A 915-1220 TOPS/W Hybrid In-Memory Computing based Image Restoration and Region Proposal Integrated Circuit for Neuromorphic Vision Sensors in 65nm CMOS

Xueyong Zhang, Arindam Basu

专题命中图像修复：diffusion(abstract)

2202.10702 2022-02-23 math.NA cs.NA 50%

Optimal Interpolation Data for PDE-based Compression of Images with Noise

Zakaria Belhachmi, Thomas Jacumin

专题命中图像修复：inpainting(abstract)

Comments arXiv admin note: text overlap with arXiv:2011.02363

1. 图像修复 1785 篇

The split Gibbs sampler revisited: improvements to its algorithmic structure and augmented target distribution

BigBrain-MR: a new digital phantom with anatomically-realistic magnetic resonance properties at 100-μm resolution for magnetic resonance methods development

Restoration-Degradation Beyond Linear Diffusions: A Non-Asymptotic Analysis For DDIM-Type Samplers

Data-Driven Mirror Descent with Input-Convex Neural Networks

Characterization Of Inpaint Residuals In Interferometric Measurements of the Epoch Of Reionization

Theoretical Perspectives on Deep Learning Methods in Inverse Problems

DIVA: Deep Unfolded Network from Quantum Interactive Patches for Image Restoration

Level correlations of the CMB temperature angular power spectrum

Enhanced Fast Iterative Shrinkage Thresholding Algorithm For Linear Inverse Problem

A General Decomposition Method for a Convex Problem Related to Total Variation Minimization

Plug-and-Play Regularization using Linear Solvers

Deep Audio Waveform Prior

Training and Inference on Any-Order Autoregressive Models the Right Way

Iterative Approach to Image Compression with Noise : Optimizing Spatial and Tonal Data

Total Generalized Variation for Piecewise Constant Functions on Triangular Meshes with Applications in Imaging

Probabilistic Autoencoder

The Andromeda Gamma-Ray Excess: Background Systematics of the Millisecond Pulsars and Dark Matter Interpretations

Quaternion Tensor Train Rank Minimization with Sparse Regularization in a Transformed Domain for Quaternion Tensor Completion

Bayesian Low-rank Matrix Completion with Dual-graph Embedding: Prior Analysis and Tuning-free Inference

Mitigating the effects of instrumental artifacts on source localizations

Deep Unfolding with Normalizing Flow Priors for Inverse Problems

Reconstruction of photospheric velocity fields from highly corrupted data

Top-down inference in an early visual cortex inspired hierarchical Variational Autoencoder

A Survey on Hyperspectral Image Restoration: From the View of Low-Rank Tensor Approximation

Simple, Fast, and Flexible Framework for Matrix Completion with Infinite Width Neural Networks

Risk-Aware Path Planning for Ground Vehicles using Occluded Aerial Images

FFC-SE: Fast Fourier Convolution for Speech Enhancement

Bayesian Uncertainty Quantification for Low-Rank Matrix Completion

A 915-1220 TOPS/W Hybrid In-Memory Computing based Image Restoration and Region Proposal Integrated Circuit for Neuromorphic Vision Sensors in 65nm CMOS

Optimal Interpolation Data for PDE-based Compression of Images with Noise