图像生成

Hadamard product in deep learning: Introduction, Advances and Challenges

Grigorios G Chrysos, Yongtao Wu, Razvan Pascanu, Philip Torr, Volkan Cevher

专题命中 图像修复 ：inpainting(abstract)

Comments Accepted in IEEE T-PAMI

Deep Generative Models for Bayesian Inference on High-Rate Sensor Data: Applications in Automotive Radar and Medical Imaging

Tristan S. W. Stevens, Jeroen Overdevest, Oisín Nolan, Wessel L. van Nierop, Ruud J. G. van Sloun, Yonina C. Eldar

专题命中 图像修复 ：inpainting(abstract)

Comments 18 pages, 5 figures, accepted author manuscript, Philosophical Transactions of the Royal Society A

Optoelectronic generative adversarial networks

Jumin Qiu, Ganqing Lu, Tingting Liu, Dejian Zhang, Shuyuan Xiao, Tianbao Yu

专题命中 图像修复 ：image generation(abstract)

Journal ref Communications Physics 8, 162 (2025)

IgCraft: A versatile sequence generation framework for antibody discovery and engineering

Matthew Greenig, Haowen Zhao, Vladimir Radenkovic, Aubin Ramon, Pietro Sormanni

专题命中 图像修复 ：inpainting(abstract)

Dual JPEG Compatibility: a Reliable and Explainable Tool for Image Forensics

Etienne Levecque, Jan Butora, Patrick Bas

专题命中 图像修复 ：inpainting(abstract)

Convergence Analysis of a Proximal Stochastic Denoising Regularization Algorithm

Marien Renaud, Julien Hermant, Nicolas Papadakis

专题命中 图像修复 ：inpainting(abstract)

Dealing with data gaps for TianQin with massive black hole binary signal

Lu Wang, Hong-Yu Chen, Xiangyu Lyu, En-Kun Li, Yi-Ming Hu

专题命中 图像修复 ：inpainting(abstract)

Comments 17 pages, 9 figures, comments welcome

A primal-dual adaptive finite element method for total variation minimization

Martin Alkämper, Stephan Hilb, Andreas Langer

专题命中 图像修复 ：inpainting(abstract)

SLRQA: A Sparse Low-Rank Quaternion Model for Color Image Processing with Convergence Analysis

Zhanwang Deng, Yuqiu Su, Wen Huang

专题命中 图像修复 ：inpainting(abstract)

Comments 52 pages

Cosmological super-resolution of the 21-cm signal

Simon Pochinda, Jiten Dhandha, Anastasia Fialkov, Eloy de Lera Acedo

专题命中 图像修复 ：diffusion(abstract)

Comments 10 pages, 2 figures, accepted submission for the Machine Learning and the Physical Sciences Workshop at the 38th conference on Neural Information Processing Systems (NeurIPS), OpenReview link: https://openreview.net/forum?id=QGgeqMV8Er

Stability and convergence of relaxed scalar auxiliary variable schemes for Cahn-Hilliard systems with bounded mass source

Kei Fong Lam, Ru Wang

专题命中 图像修复 ：inpainting(abstract)

Comments 27 pages, 6 figures. Published in Journal of Numerical Mathematics

Journal ref J. Numer. Math., Volume 32, Issue 3 (2024), pp. 233-255

Stochastic Frequency Fluctuation Super-Resolution Imaging

Yifan Chen, Chieh Tsao, Hendrik Utzat

专题命中 图像修复 ：diffusion(abstract)

Impacts and Statistical Mitigation of Missing Data on the 21cm Power Spectrum: A Case Study with the Hydrogen Epoch of Reionization Array

Kai-Feng Chen, Michael J. Wilensky, Adrian Liu, Joshua S. Dillon, Jacqueline N. Hewitt, Tyrone Adams, James E. Aguirre, Rushelle Baartman, Adam P. Beardsley, Lindsay M. Berkhout, Gianni Bernardi, Tashalee S. Billings, Judd D. Bowman, Philip Bull, Jacob Burba, Ruby Byrne, Steven Carey, Samir Choudhuri, Tyler Cox, David R. DeBoer, Matt Dexter, Nico Eksteen, John Ely, Aaron Ewall-Wice, Steven R. Furlanetto, Kingsley Gale-Sides, Hugh Garsden, Bharat Kumar Gehlot, Adélie Gorce, Deepthi Gorthi, Ziyaad Halday, Bryna J. Hazelton, Jack Hickish, Daniel C. Jacobs, Alec Josaitis, Nicholas S. Kern, Joshua Kerrigan, Piyanat Kittiwisit, Matthew Kolopanis, Paul La Plante, Adam Lanman, Yin-Zhe Ma, David H. E. MacMahon, Lourence Malan, Cresshim Malgas, Keith Malgas, Bradley Marero, Zachary E. Martinot, Lisa McBride, Andrei Mesinger, Nicel Mohamed-Hinds, Mathakane Molewa, Miguel F. Morales, Steven G. Murray, Hans Nuwegeld, Aaron R. Parsons, Robert Pascua, Yuxiang Qin, Eleanor Rath, Nima Razavi-Ghods, James Robnett, Mario G. Santos, Peter Sims, Saurabh Singh, Dara Storer, Hilton Swarts, Jianrong Tan, Pieter van Wyngaarden, Haoxuan Zheng

专题命中 图像修复 ：inpainting(abstract)

Comments 25 pages, 11 figures; Replaced to match accepted ApJ version. New version contains small editorial changes throughout in response to referee comments, no changes to results

Robust Stochastically-Descending Unrolled Networks

Samar Hadou, Navid NaderiAlizadeh, Alejandro Ribeiro

专题命中 图像修复 ：inpainting(abstract)

Reaction-conditioned De Novo Enzyme Design with GENzyme

Chenqing Hua, Jiarui Lu, Yong Liu, Odin Zhang, Jian Tang, Rex Ying, Wengong Jin, Guy Wolf, Doina Precup, Shuangjia Zheng

专题命中 图像修复 ：inpainting(abstract)

Heterogeneous dynamic restoration of Ti-15Mo alloy during hot compression

Esmaeil Shahryari, Maria Cecilia Poletti, Dalibor Preisler, Petr Harcuba, Josef Strasky, Milos Janecek, Fernando Gustavo Warchomicka

专题命中 图像修复 ：diffusion(abstract)

Comments 21 pages, 12 figures, 61 references, Submitted to Journal of Materials Research and Technology

Music Proofreading with RefinPaint: Where and How to Modify Compositions given Context

Pedro Ramoneda, Martin Rocamora, Taketo Akama

专题命中 图像修复 ：inpainting(abstract)

Navigating the Complex Landscape of Shock Filter Cahn-Hilliard Equation: From Regularized to Entropy Solutions

Darko Mitrovic, Andrej Novak

专题命中 图像修复 ：inpainting(abstract)

Comments 40 pages, 37 figures

Journal ref Archives for Rational Mechanics and Analysis, 2024

Stochastic Deep Restoration Priors for Imaging Inverse Problems

Yuyang Hu, Albert Peng, Weijie Gan, Peyman Milanfar, Mauricio Delbracio, Ulugbek S. Kamilov

专题命中 图像修复 ：diffusion(abstract)

Generative Modeling of Molecular Dynamics Trajectories

Bowen Jing, Hannes Stärk, Tommi Jaakkola, Bonnie Berger

专题命中 图像修复 ：inpainting(abstract)

Comments NeurIPS 2024

VC-ENHANCE: Speech Restoration with Integrated Noise Suppression and Voice Conversion

Kyungguen Byun, Jason Filos, Erik Visser, Sunkuk Moon

专题命中 图像修复 ：diffusion(abstract)

Comments 5 pages, 3 figures, submitted to ICASSP 2025

Score-matching neural networks for improved multi-band source separation

Matt L. Sampson, Peter Melchior, Charlotte Ward, Sufia Birmingham

专题命中 图像修复 ：inpainting(abstract)

Comments 17 pages, 13 figures, accepted in Astronomy and Computing

Enhancing digital core image resolution using optimal upscaling algorithm: with application to paired SEM images

Shaohua You, Shuqi Sun, Zhengting Yan, Qinzhuo Liao, Huiying Tang, Lianhe Sun, Gensheng Li

专题命中 图像修复 ：image generation(abstract)

Compressive Electron Backscatter Diffraction Imaging

Zoë Broad, Alex W. Robinson, Jack Wells, Daniel Nicholls, Amirafshar Moshtaghpour, Angus I. Kirkland, Nigel D. Browning

专题命中 图像修复 ：inpainting(abstract)

A Hybrid Spiking-Convolutional Neural Network Approach for Advancing Machine Learning Models

Sanaullah, Kaushik Roy, Ulrich Rückert, Thorsten Jungeblut

专题命中 图像修复 ：inpainting(abstract)

Comments 7 Pages, 3 figures, and 2 tables

Journal ref Proceedings of the 5th Northern Lights Deep Learning Conference ({NLDL}), PMLR 233:220-227, 2024

UNRealNet: Learning Uncertainty-Aware Navigation Features from High-Fidelity Scans of Real Environments

Samuel Triest, David D. Fan, Sebastian Scherer, Ali-Akbar Agha-Mohammadi

专题命中 图像修复 ：inpainting(abstract)

Wind Power Assessment based on Super-Resolution and Downscaling -- A Comparison of Deep Learning Methods

Luca Schmidt, Nicole Ludwig

专题命中 图像修复 ：diffusion(abstract)

A Dynamic Kernel Prior Model for Unsupervised Blind Image Super-Resolution

Zhixiong Yang, Jingyuan Xia, Shengxi Li, Xinghua Huang, Shuanghui Zhang, Zhen Liu, Yaowen Fu, Yongxiang Liu

专题命中 图像修复 ：diffusion(abstract)

Comments Accepted for publication in CVPR 2024

Multi-scale Intervention Planning based on Generative Design

Ioannis Kavouras, Ioannis Rallis, Emmanuel Sardis, Eftychios Protopapadakis, Anastasios Doulamis, Nikolaos Doulamis

专题命中 图像修复 ：inpainting(abstract)

An Actuator with Magnetic Restoration, Part I: Electromechanical Model and Identification

Sajjad Mohammadi, William R. Benner, James L. Kirtley, Jeffrey H. Lang

专题命中 图像修复 ：diffusion(abstract)