图像生成 - arXivDaily 专题

2510.03735 2025-10-07 cs.SD 50%

Soft Disentanglement in Frequency Bands for Neural Audio Codecs

Benoit Ginies, Xiaoyu Bie, Olivier Fercoq, Gaël Richard

机构 * European Research Council（欧洲研究理事会）

专题命中图像修复：inpainting(abstract)

Journal ref EUROPEAN SIGNAL PROCESSING CONFERENCE 2025 [EUSIPCO], Sep 2025, Palermo, Italy

2504.07696 2025-10-07 eess.IV cs.LG 50%

Conformalized Generative Bayesian Imaging: An Uncertainty Quantification Framework for Computational Imaging

Canberk Ekmekci, Mujdat Cetin

机构 * Department of Electrical and Computer Engineering, University of Rochester（电气与计算机工程系，罗切斯特大学）； Goergen Institute for Data Science & AI, University of Rochester（数据科学与人工智能研究院，罗切斯特大学）

专题命中图像修复：inpainting(abstract)

Comments 24 pages, 10 figures, preprint

2506.00771 2025-10-06 cs.LG cs.AI 50%

Manipulating 3D Molecules in a Fixed-Dimensional E(3)-Equivariant Latent Space

Zitao Chen, Yinjun Jia, Zitong Tian, Wei-Ying Ma, Yanyan Lan

机构 * Institute for AI Industry Research (AIR), Tsinghua University（人工智能产业研究院（AIR），清华大学）； Department of Computer Science and Technology, Tsinghua University（计算机科学与技术系，清华大学）； Qiuzhen College, Tsinghua University（启真学院，清华大学）

专题命中图像修复：inpainting(abstract)

Comments This version (v2) includes minor edits. The paper has been accepted to NeurIPS 2025. Code is available at: https://github.com/MuZhao2333/MolFLAE

2505.21864 2025-10-03 cs.RO 50%

DexUMI: Using Human Hand as the Universal Manipulation Interface for Dexterous Manipulation

Mengda Xu, Han Zhang, Yifan Hou, Zhenjia Xu, Linxi Fan, Manuela Veloso, Shuran Song

机构 * Stanford University（斯坦福大学）； Columbia University（哥伦比亚大学）； J.P. Morgan AI Research（摩根大通AI研究）； Carnegie Mellon University（卡内基梅隆大学）； NVIDIA（英伟达）

专题命中图像修复：inpainting(abstract)

2510.00437 2025-10-02 math.OC 50%

A primal-dual splitting algorithm with convex combination and larger step sizes for composite monotone inclusion problems

Xiaokai Chang, Junfeng Yang, Jianchao Bai, Jianxiong Cao

专题命中图像修复：inpainting(abstract)

Comments 30 pages

Journal ref published in SIAM Journal on Imaging Sciences,2025

2509.24924 2025-09-30 eess.AS 50%

SAGA-SR: Semantically and Acoustically Guided Audio Super-Resolution

Jaekwon Im, Juhan Nam

专题命中图像修复：diffusion(abstract)

Comments 5 pages, 3 figures

2509.18740 2025-09-24 math.FA 50%

Approximation by multivariate neural network operators in mixed norm space: theory and application

Priyanka Majethiya, Shivam Bajpeyi

专题命中图像修复：inpainting(abstract)

2509.10894 2025-09-16 physics.app-ph 50%

A novel IR-SRGAN assisted super-resolution evaluation of photothermal coherence tomography for impact damage in toughened thermoplastic CFRP laminates under room temperature and low temperature

Pengfei Zhu, Hai Zhang, Stefano Sfarra, Fabrizio Sarasini, Zijing Ding, Clemente Ibarra-Castanedo, Xavier Maldague

专题命中图像修复：diffusion(abstract)

2509.09241 2025-09-12 eess.IV 50%

A novel method and dataset for depth-guided image deblurring from smartphone Lidar

Antonio Montanaro, Diego Valsesia

专题命中图像修复：diffusion(abstract)

2509.08752 2025-09-11 physics.flu-dyn cs.AI cs.LG 50%

Learning Turbulent Flows with Generative Models: Super-resolution, Forecasting, and Sparse Flow Reconstruction

Vivek Oommen, Siavash Khodakarami, Aniruddha Bora, Zhicheng Wang, George Em Karniadakis

机构 * School of Engineering（工程学院）； Division of Applied Mathematics（应用数学系）

专题命中图像修复：diffusion(abstract)

2408.01362 2025-09-09 stat.ML cs.LG 50%

Autoencoders in Function Space

Justin Bunker, Mark Girolami, Hefin Lambley, Andrew M. Stuart, T. J. Sullivan

机构 * Department of Engineering, University of Cambridge and Alan Turing Institute（剑桥大学工程系和艾伦·图灵研究所）； Department of Engineering University of Cambridge（剑桥大学工程系）； Mathematics Institute University of Warwick（沃里克大学数学系）； Computing + Mathematical Sciences California Institute of Technology（加州理工学院计算与数学科学学院）； Mathematics Institute & School of Engineering University of Warwick（沃里克大学数学系与工程学院）

专题命中图像修复：inpainting(abstract)

Comments 54 pages, 24 figures

Journal ref Journal of Machine Learning Research 26(165):1--54 (2025)

2509.03370 2025-09-04 cs.NE cs.AI 50%

Neural Field Turing Machine: A Differentiable Spatial Computer

Akash Malhotra, Nacéra Seghouani

专题命中图像修复：inpainting(abstract)

Comments 11 Pages, 6 Figures

2508.16451 2025-08-25 astro-ph.CO 50%

LiteBIRD Science Goals and Forecasts. $E$-mode Anomalies

A. J. Banday, C. Gimeno-Amo, P. Diego-Palazuelos, E. de la Hoz, A. Gruppuso, N. Raffuzzi, E. Martínez-González, P. Vielva, R. B. Barreiro, M. Bortolami, C. Chiocchetta, G. Galloni, D. Scott, R. M. Sullivan, D. Adak, E. Allys, A. Anand, J. Aumont, C. Baccigalupi, M. Ballardini, N. Bartolo, S. Basak, M. Bersanelli, A. Besnard, D. Blinov, F. Bouchet, T. Brinckmann, F. Cacciotti, E. Calabrese, P. Campeti, A. Carones, F. J. Casas, K. Cheung, M. Citran, L. Clermont, F. Columbro, A. Coppolecchia, P. de Bernardis, M. De Lucia, S. Della Torre, E. Di Giorgi, H. K. Eriksen, F. Finelli, C. Franceschet, U. Fuskeland, M. Galloway, M. Gervasi, R. T. Génova-Santos, T. Ghigna, S. Giardiello, M. Hazumi, L. T. Hergt, E. Hivon, K. Ichiki, H. Ishino, B. Jost, K. Kohri, L. Lamagna, M. Lattanzi, C. Leloup, F. Levrier, A. I. Lonappan, M. López-Caniego, G. Luzzi, J. Macias-Perez, V. Maranchery, S. Masi, S. Matarrese, T. Matsumura, S. Micheli, M. Migliaccio, M. Monelli, L. Montier, G. Morgante, M. Najafi, T. Namikawa, A. Novelli, I. Obata, A. Occhiuzzi, A. Paiella, D. Paoletti, G. Pascual-Cisneros, F. Piacentini, G. Piccirilli, G. Polenta, L. Porcelli, M. Remazeilles, A. Rizzieri, J. A. Rubiño-Martín, M. Ruiz-Granda, Y. Sakurai, J. Sanghavi, M. Shiraishi, G. Signorelli, Y. Takase, L. Terenzi, M. Tomasi, M. Tristram, L. Vacher, B. van Tent, I. K. Wehus, G. Weymann-Despres, E. J. Wollack, Y. Zhou

专题命中图像修复：inpainting(abstract)

Comments 39 pages, 23 figures. Prepared for submission to JCAP

2505.06549 2025-08-20 cs.LG stat.ML 50%

Good Things Come in Pairs: Paired Autoencoders for Inverse Problems

Matthias Chung, Bas Peters, Michael Solomon

机构 * Emory University（埃默里大学）； Earth Dynamics AI（地球动力AI）

专题命中图像修复：inpainting(abstract)

Comments 44 pages, 17 figures

2501.11311 2025-08-14 cs.SD cs.LG eess.AS 50%

A2SB: Audio-to-Audio Schrodinger Bridges

Zhifeng Kong, Kevin J Shih, Weili Nie, Arash Vahdat, Sang-gil Lee, Joao Felipe Santos, Ante Jukic, Rafael Valle, Bryan Catanzaro

专题命中图像修复：inpainting(abstract)

2508.08953 2025-08-13 eess.AS cs.SD 50%

Listen through the Sound: Generative Speech Restoration Leveraging Acoustic Context Representation

Soo-Whan Chung, Min-Seok Choi

机构 * NAVER Cloud（NAVER云）

专题命中图像修复：diffusion(abstract)

Comments Accepted to INTERSPEECH 2025

2311.18348 2025-07-31 physics.geo-ph cs.LG 50%

Reconstructing Historical Climate Fields With Deep Learning

Nils Bochow, Anna Poltronieri, Martin Rypdal, Niklas Boers

机构 * Department of Mathematics and Statistics, Faculty of Science and Technology, UiT - The Arctic University of Norway（乌伊特-北极大学数学与统计学系）； Physics of Ice, Climate and Earth, Niels Bohr Institute, University of Copenhagen（哥本哈根大学冰川、气候与地球物理研究所）； Potsdam Institute for Climate Impact Research（波茨坦气候影响研究所）； Earth System Modelling, School of Engineering, Design, Technical University of Munich（慕尼黑技术大学工程与设计学院）； Department of Mathematics and Global Systems Institute, University of Exeter（埃克塞特大学数学与全球系统研究所）

专题命中图像修复：inpainting(abstract)

Comments Accepted version + SI

Journal ref Sci. Adv.11,eadp0558(2025)

2507.19524 2025-07-29 cs.LG 50%

Kolmogorov Arnold Network Autoencoder in Medicine

Ugo Lomoio, Pierangelo Veltri, Pietro Hiram Guzzi

机构 * DIMES University of Calabria（卡拉布里亚大学DIMES）

专题命中图像修复：inpainting(abstract)

2411.09476 2025-07-28 physics.flu-dyn cs.LG 50%

Mean flow data assimilation using physics-constrained Graph Neural Networks

M. Quattromini, M. A. Bucci, S. Cherubini, O. Semeraro

机构 * Dipartimento di Meccanica, Matematica e Management Politecnico di Bari（巴里理工学院机械、数学与管理系）； LISN-CNRS Université Paris-Saclay（巴黎萨克雷大学LISN-CNRS）； Digital Sciences & Technologies Department SafranTech（SafranTech数字科学与技术部门）

专题命中图像修复：inpainting(abstract)

2507.11400 2025-07-16 astro-ph.EP astro-ph.IM cs.LG 50%

The model is the message: Lightweight convolutional autoencoders applied to noisy imaging data for planetary science and astrobiology

Caleb Scharf

专题命中图像修复：inpainting(abstract)

Comments 28 pages, 8 figures, accepted for publication in Icarus

2507.09218 2025-07-15 eess.SP 50%

Image Super-Resolution-Based Signal Enhancement in Bistatic ISAC

Yi Wang, Keke Zu, Luping Xiang, Martin Haardt, Chaochao Wang, Xianchao Zhang, Kun Yang

专题命中图像修复：diffusion(abstract)

2503.11924 2025-07-14 cs.CL cs.AI cs.IR cs.LG 50%

REGEN: A Dataset and Benchmarks with Natural Language Critiques and Narratives

Kun Su, Krishna Sayana, Hubert Pham, James Pine, Yuri Vasilevski, Raghavendra Vasudeva, Marialena Kyriakidi, Liam Hebert, Ambarish Jash, Anushya Subbiah, Sukhdeep Sodhi

机构 * Google Research（谷歌研究）； University of Waterloo（滑铁卢大学）

专题命中图像修复：inpainting(abstract)

2401.16870 2025-06-24 math.OC 50%

Krasnoselskii-Mann Iterations: Inertia, Perturbations and Approximation

Daniel Cortild, Juan Peypouquet

专题命中图像修复：inpainting(abstract)

Comments Accepted for publication in Journal of Optimization Theory and Applications

Journal ref J Optim Theory Appl 204, 35 (2025)

2506.16888 2025-06-23 math.NA cs.NA stat.CO 50%

Uncertainty Quantification for Linear Inverse Problems with Besov Prior: A Randomize-Then-Optimize Method

Andreas Horst, Babak Maboudi Afkham, Yiqiu Dong, Jakob Lemvig

专题命中图像修复：inpainting(abstract)

Comments 19 pages, 13 figures, Published in Statistics and Computing. Final version available at: https://doi.org/10.1007/s11222-025-10638-2

Journal ref Stat Comput 35, 101 (2025)

2405.15991 2025-06-04 cs.LG cs.AI stat.ML 50%

Rényi Neural Processes

Xuesong Wang, He Zhao, Edwin V. Bonilla

专题命中图像修复：inpainting(abstract)

2501.06961 2025-05-28 astro-ph.CO 50%

Impact of weak-lensing mass-mapping algorithms on cosmology inference

Andreas Tersenov, Lucie Baumont, Jean-Luc Starck, Martin Kilbinger

专题命中图像修复：inpainting(abstract)

Journal ref A&A 698, A25 (2025)

2505.20916 2025-05-28 cs.HC 50%

Imago Obscura: An Image Privacy AI Co-pilot to Enable Identification and Mitigation of Risks

Kyzyl Monteiro, Yuchen Wu, Sauvik Das

专题命中图像修复：inpainting(abstract)

Comments 26 pages including appendix, 14 images, 3 tables

2505.15318 2025-05-22 eess.IV math.OC 50%

Linear Convergence of Plug-and-Play Algorithms with Kernel Denoisers

Arghya Sinha, Bhartendu Kumar, Chirayu D. Athalye, Kunal N. Chaudhury

专题命中图像修复：inpainting(abstract)

Comments 18 pages, 14 Figures

2505.13223 2025-05-21 math.OC 50%

Group Symmetry Enables Faster Optimization in Inverse Problems

Junqi Tang, Guixian Xu

专题命中图像修复：inpainting(abstract)

2505.01438 2025-05-06 cs.LG cond-mat.mtrl-sci cs.AI 50%

Global Stress Generation and Spatiotemporal Super-Resolution Physics-Informed Operator under Dynamic Loading for Two-Phase Random Materials

Tengfei Xing, Xiaodan Ren, Jie Li

专题命中图像修复：diffusion(abstract)

1. 图像修复 1781 篇

Soft Disentanglement in Frequency Bands for Neural Audio Codecs

Conformalized Generative Bayesian Imaging: An Uncertainty Quantification Framework for Computational Imaging

Manipulating 3D Molecules in a Fixed-Dimensional E(3)-Equivariant Latent Space

DexUMI: Using Human Hand as the Universal Manipulation Interface for Dexterous Manipulation

A primal-dual splitting algorithm with convex combination and larger step sizes for composite monotone inclusion problems

SAGA-SR: Semantically and Acoustically Guided Audio Super-Resolution

Approximation by multivariate neural network operators in mixed norm space: theory and application

A novel IR-SRGAN assisted super-resolution evaluation of photothermal coherence tomography for impact damage in toughened thermoplastic CFRP laminates under room temperature and low temperature

A novel method and dataset for depth-guided image deblurring from smartphone Lidar

Learning Turbulent Flows with Generative Models: Super-resolution, Forecasting, and Sparse Flow Reconstruction

Autoencoders in Function Space

Neural Field Turing Machine: A Differentiable Spatial Computer

LiteBIRD Science Goals and Forecasts. $E$-mode Anomalies

Good Things Come in Pairs: Paired Autoencoders for Inverse Problems

A2SB: Audio-to-Audio Schrodinger Bridges

Listen through the Sound: Generative Speech Restoration Leveraging Acoustic Context Representation

Reconstructing Historical Climate Fields With Deep Learning

Kolmogorov Arnold Network Autoencoder in Medicine

Mean flow data assimilation using physics-constrained Graph Neural Networks

The model is the message: Lightweight convolutional autoencoders applied to noisy imaging data for planetary science and astrobiology

Image Super-Resolution-Based Signal Enhancement in Bistatic ISAC

REGEN: A Dataset and Benchmarks with Natural Language Critiques and Narratives

Krasnoselskii-Mann Iterations: Inertia, Perturbations and Approximation

Uncertainty Quantification for Linear Inverse Problems with Besov Prior: A Randomize-Then-Optimize Method

Rényi Neural Processes

Impact of weak-lensing mass-mapping algorithms on cosmology inference

Imago Obscura: An Image Privacy AI Co-pilot to Enable Identification and Mitigation of Risks

Linear Convergence of Plug-and-Play Algorithms with Kernel Denoisers

Group Symmetry Enables Faster Optimization in Inverse Problems

Global Stress Generation and Spatiotemporal Super-Resolution Physics-Informed Operator under Dynamic Loading for Two-Phase Random Materials