图像生成 - arXivDaily 专题

2403.17450 2024-03-27 math.OC 50%

An inexact proximal MM method for a class of nonconvex composite image reconstruction models

Bujin Li, Shaohua Pan, Tieyong Zeng

专题命中图像修复：inpainting(abstract)

2403.02894 2024-03-06 eess.SP 50%

DIFNet: SAR RFI suppression based on domain invariant features

Fuping Fang, Wenhao Lv, Dahai Dai

专题命中图像修复：inpainting(abstract)

Comments five pages

2402.07694 2024-02-13 astro-ph.CO 50%

Cosmology at the Field Level with Probabilistic Machine Learning

Adam Rouhiainen

专题命中图像修复：diffusion(abstract)

Comments 180 pages, 60 figures, PhD thesis

2401.14269 2024-01-26 eess.AS cs.SD 50%

Combined Generative and Predictive Modeling for Speech Super-resolution

Heming Wang, Eric W. Healy, DeLiang Wang

专题命中图像修复：diffusion(abstract)

2305.04608 2024-01-26 math.NA cs.NA 50%

Inferring Object Boundaries and their Roughness with Uncertainty Quantification

Babak Maboudi Afkham, Nicolai André Brogaard Riis, Yiqiu Dong, Per Christian Hansen

专题命中图像修复：inpainting(abstract)

2208.12059 2024-01-26 astro-ph.CO 50%

Analysis of NILC performance on B-modes data of sub-orbital experiments

Alessandro Carones, Marina Migliaccio, Domenico Marinucci, Nicola Vittorio

专题命中图像修复：inpainting(abstract)

Comments 23 pages, 17 figures, updated to match version accepted by A&A. Abstract abridged for Arxiv

Journal ref A&A 677, A147 (2023)

2111.10891 2024-01-22 eess.AS cs.LG cs.SD 50%

Active Restoration of Lost Audio Signals Using Machine Learning and Latent Information

Zohra Adila Cheddad, Abbas Cheddad

专题命中图像修复：inpainting(abstract)

Comments 18 Pages, 2 Tables, 8 Figures

Journal ref Lecture Notes in Networks and Systems, vol 822, 2024, Springer, Cham

2206.13193 2024-01-17 math.OC 50%

Regularization of Inverse Problems: Deep Equilibrium Models versus Bilevel Learning

Danilo Riccio, Matthias J. Ehrhardt, Martin Benning

专题命中图像修复：inpainting(abstract)

2312.15400 2023-12-27 cs.SD cs.AI eess.AS 50%

Combinatorial music generation model with song structure graph analysis

Seonghyeon Go, Kyogu Lee

专题命中图像修复：inpainting(abstract)

Comments 5 pages(4 pages of paper and 1 references), 3 figures

2304.04860 2023-12-27 math.OC 50%

Iterative Singular Tube Hard Thresholding Algorithms for Tensor Recovery

Rachel Grotheer, Shuang Li, Anna Ma, Deanna Needell, Jing Qin

专题命中图像修复：inpainting(abstract)

2312.13722 2023-12-22 cs.SD eess.AS 50%

BAE-Net: A Low complexity and high fidelity Bandwidth-Adaptive neural network for speech super-resolution

Guochen Yu, Xiguang Zheng, Nan Li, Runqiang Han, Chengshi Zheng, Chen Zhang, Chao Zhou, Qi Huang, Bing Yu

专题命中图像修复：inpainting(abstract)

Comments Accepted to ICASSP 2024

2306.14880 2023-12-15 astro-ph.CO 50%

Hemispherical Power Asymmetry in intensity and polarization for Planck PR4 data

C. Gimeno-Amo, R. B. Barreiro, E. Martínez-González, A. Marcos-Caballero

专题命中图像修复：inpainting(abstract)

Comments 26 pages, 17 figure. Minor changes in the discussion, conclusions and results unchanged. Updated to match the final version published in JCAP

Journal ref JCAP12(2023)029

2312.07016 2023-12-13 eess.IV 50%

Hyper-Restormer: A General Hyperspectral Image Restoration Transformer for Remote Sensing Imaging

Yo-Yu Lai, Chia-Hsiang Lin, Zi-Chao Leng

专题命中图像修复：inpainting(abstract)

2311.07589 2023-11-15 cs.CL cs.AI 50%

Dialogizer: Context-aware Conversational-QA Dataset Generation from Textual Sources

Yerin Hwang, Yongil Kim, Hyunkyung Bae, Jeesoo Bang, Hwanhee Lee, Kyomin Jung

专题命中图像修复：inpainting(abstract)

Comments Accepted to EMNLP 2023 main conference

2310.17742 2023-10-30 eess.AS cs.LG eess.SP 50%

BERT-PIN: A BERT-based Framework for Recovering Missing Data Segments in Time-series Load Profiles

Yi Hu, Kai Ye, Hyeonjin Kim, Ning Lu

专题命中图像修复：inpainting(abstract)

2303.14090 2023-10-20 astro-ph.CO astro-ph.GA cs.LG stat.ML 50%

Physics-informed neural networks in the recreation of hydrodynamic simulations from dark matter

Zhenyu Dai, Ben Moews, Ricardo Vilalta, Romeel Dave

专题命中图像修复：inpainting(abstract)

2307.05926 2023-10-10 cs.LG 50%

Filling time-series gaps using image techniques: Multidimensional context autoencoder approach for building energy data imputation

Chun Fu, Matias Quintana, Zoltan Nagy, Clayton Miller

专题命中图像修复：inpainting(abstract)

Journal ref Appl Therm Eng. 2024;236: 121545 (2023)

2310.04334 2023-10-09 cs.LG 50%

Saliency-Guided Hidden Associative Replay for Continual Learning

Guangji Bai, Qilong Zhao, Xiaoyang Jiang, Yifei Zhang, Liang Zhao

专题命中图像修复：inpainting(abstract)

Comments Preprint. Do not distribute

2306.03915 2023-10-04 astro-ph.CO astro-ph.IM gr-qc hep-ex 50%

Optimal Estimation of the Binned Mask-Free Power Spectrum, Bispectrum, and Trispectrum on the Full Sky: Tensor Edition

Oliver H. E. Philcox

专题命中图像修复：inpainting(abstract)

Comments 36 tantalizing pages, 9 figures; accepted by Phys. Rev. D. Code available at https://github.com/oliverphilcox/PolyBin

2307.08480 2023-08-02 eess.SP 50%

Subsampling Methods for Fast Electron Backscattered Diffraction Analysis

Zoë Broad, Daniel Nicholls, Jack Wells, Alex W. Robinson, Amirafshar Moshtaghpour, Robert Masters, Louise Hughes, Nigel D. Browning

专题命中图像修复：inpainting(abstract)

Comments Presented in ISCS23

2307.09227 2023-07-19 physics.ao-ph 50%

Mitigating masked pixels in climate-critical datasets

Angelina Agabin, J. Xavier Prochaska, Peter C. Cornillon, Christian E. Buckingham

专题命中图像修复：inpainting(abstract)

Comments 21 pages, 6 main figure, 3 in Appendix; submitted

2307.04686 2023-07-13 cs.SD cs.AI eess.AS 50%

VampNet: Music Generation via Masked Acoustic Token Modeling

Hugo Flores Garcia, Prem Seetharaman, Rithesh Kumar, Bryan Pardo

专题命中图像修复：inpainting(abstract)

2306.16592 2023-06-30 math.OC 50%

The forward-backward-forward algorithm with extrapolation from the past and penalty scheme for solving monotone inclusion problems and applications

Buris Tongnoi

专题命中图像修复：inpainting(abstract)

Comments 24 pages, 3 figures, 1 table

2303.08828 2023-06-28 astro-ph.CO gr-qc hep-ph hep-th 50%

Optimal Estimation of the Binned Mask-Free Power Spectrum, Bispectrum, and Trispectrum on the Full Sky: Scalar Edition

Oliver H. E. Philcox

专题命中图像修复：inpainting(abstract)

Comments 33 pages, 10 figures, code available at https://github.com/oliverphilcox/PolyBin. Accepted by Phys. Rev. D

2212.04438 2023-05-23 astro-ph.CO 50%

Detection of Dipole Modulation in CMB Temperature Anisotropy Maps from WMAP and Planck using Artificial Intelligence

Md Ishaque Khan, Rajib Saha

专题命中图像修复：inpainting(abstract)

Comments 21 pages, 16 figures

Journal ref 2023 ApJ 947 47

2303.05456 2023-05-16 cs.LG 50%

Restoration based Generative Models

Jaemoo Choi, Yesom Park, Myungjoo Kang

专题命中图像修复：diffusion(abstract)

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)

1. 图像修复 1781 篇

An inexact proximal MM method for a class of nonconvex composite image reconstruction models

DIFNet: SAR RFI suppression based on domain invariant features

Cosmology at the Field Level with Probabilistic Machine Learning

Combined Generative and Predictive Modeling for Speech Super-resolution

Inferring Object Boundaries and their Roughness with Uncertainty Quantification

Analysis of NILC performance on B-modes data of sub-orbital experiments

Active Restoration of Lost Audio Signals Using Machine Learning and Latent Information

Regularization of Inverse Problems: Deep Equilibrium Models versus Bilevel Learning

Combinatorial music generation model with song structure graph analysis

Iterative Singular Tube Hard Thresholding Algorithms for Tensor Recovery

BAE-Net: A Low complexity and high fidelity Bandwidth-Adaptive neural network for speech super-resolution

Hemispherical Power Asymmetry in intensity and polarization for Planck PR4 data

Hyper-Restormer: A General Hyperspectral Image Restoration Transformer for Remote Sensing Imaging

Dialogizer: Context-aware Conversational-QA Dataset Generation from Textual Sources

BERT-PIN: A BERT-based Framework for Recovering Missing Data Segments in Time-series Load Profiles

Physics-informed neural networks in the recreation of hydrodynamic simulations from dark matter

Filling time-series gaps using image techniques: Multidimensional context autoencoder approach for building energy data imputation

Saliency-Guided Hidden Associative Replay for Continual Learning

Optimal Estimation of the Binned Mask-Free Power Spectrum, Bispectrum, and Trispectrum on the Full Sky: Tensor Edition

Subsampling Methods for Fast Electron Backscattered Diffraction Analysis

Mitigating masked pixels in climate-critical datasets

VampNet: Music Generation via Masked Acoustic Token Modeling

The forward-backward-forward algorithm with extrapolation from the past and penalty scheme for solving monotone inclusion problems and applications

Optimal Estimation of the Binned Mask-Free Power Spectrum, Bispectrum, and Trispectrum on the Full Sky: Scalar Edition

Detection of Dipole Modulation in CMB Temperature Anisotropy Maps from WMAP and Planck using Artificial Intelligence

Restoration based Generative Models

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