图像生成

Bayesian Image Quality Transfer with CNNs: Exploring Uncertainty in dMRI Super-Resolution

Ryutaro Tanno, Daniel E. Worrall, Aurobrata Ghosh, Enrico Kaden, Stamatios N. Sotiropoulos, Antonio Criminisi, Daniel C. Alexander

专题命中 图像修复 ：diffusion(abstract)；image synthesis(abstract)；分类 cs.CV

Comments Accepted paper at MICCAI 2017

The Filter Echo: A General Tool for Filter Visualisation

滤波器回声：一种通用的滤波器可视化工具

Daniel Gaa, Joachim Weickert, Iva Farag, Özgün Çiçek

专题命中 图像修复 ：diffusion(abstract)；inpainting(abstract)

AI总结 本文提出滤波器回声作为扩散回声的通用化工具，用于超分辨率重建、图像修复和变分光学流计算等任务，同时提出压缩方法降低存储需求。

Journal ref In Journal of Mathematical Imaging and Vision, Vol. 68, Article No. 18, 2026

A Closed-Form Framework for Schrödinger Bridges Between Arbitrary Densities

Hanwen Huang

专题命中 图像修复 ：diffusion(abstract)；inpainting(abstract)

Comments 35 pages, 3 figures

Advanced representation learning for flow field analysis and reconstruction

Yikai Wang, Jiameng Wang, Ruyi Han, Shujun Fu

专题命中 图像修复 ：diffusion(abstract)；inpainting(abstract)

Think Twice Before You Act: Improving Inverse Problem Solving With MCMC

Yaxuan Zhu, Zehao Dou, Haoxin Zheng, Yasi Zhang, Ying Nian Wu, Ruiqi Gao

专题命中 图像修复 ：diffusion(abstract)；inpainting(abstract)

FlashSplat: 2D to 3D Gaussian Splatting Segmentation Solved Optimally

Qiuhong Shen, Xingyi Yang, Xinchao Wang

专题命中 图像修复 ：inpainting(abstract)；分类 cs.CV、cs.GR、cs.MM

Comments ECCV'2024

A Tale of Two Latent Flows: Learning Latent Space Normalizing Flow with Short-run Langevin Flow for Approximate Inference

Jianwen Xie, Yaxuan Zhu, Yifei Xu, Dingcheng Li, Ping Li

专题命中 图像修复 ：image generation(abstract)；inpainting(abstract)

Comments The Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI) 2023

Generative Modeling with Optimal Transport Maps

Litu Rout, Alexander Korotin, Evgeny Burnaev

专题命中 图像修复 ：image generation(abstract)；inpainting(abstract)

Comments ICLR 2022

Training Generative Adversarial Networks from Incomplete Observations using Factorised Discriminators

Daniel Stoller, Sebastian Ewert, Simon Dixon

专题命中 图像修复 ：image generation(abstract)；inpainting(abstract)

Comments 10 pages plus 14 pages appendix. Accepted at the International Conference on Learning Representations (ICLR) 2020. Camera-ready submission. Implementation available at https://github.com/f90/FactorGAN

Harmonizing Maximum Likelihood with GANs for Multimodal Conditional Generation

Soochan Lee, Junsoo Ha, Gunhee Kim

专题命中 图像修复 ：image generation(abstract)；inpainting(abstract)

Comments Accepted as a conference paper at ICLR 2019

SVG: 3D Stereoscopic Video Generation via Denoising Frame Matrix

Peng Dai, Feitong Tan, Qiangeng Xu, David Futschik, Ruofei Du, Sean Fanello, Xiaojuan Qi, Yinda Zhang

专题命中 图像修复 ：inpainting(abstract,comments)；分类 cs.CV；diffusion(comments)

Comments 3D stereoscopic video generation, video diffusion, inpainting

3DMorph: Single-Image-Guided Local 3D Shape Editing and Morphing

3DMorph: 单图引导的局部3D形状编辑与变形

Tobias Preintner, Yunfei Deng, Phillip Müller, Sebastian Illing, Adrian König, Thomas Bäck, Elena Raponi, Niki van Stein

机构 * ETH Zürich（苏黎世联邦理工学院） 纠错

专题命中 图像修复 ：inpainting(abstract)；分类 cs.CV、cs.GR

AI总结 提出无训练框架3DMorph，通过单张编辑图像自动定位并转移2D修改到3D局部区域，同时支持中间形状生成，在Delta3D基准上优于现有方法。

Comments Accepted to IJCNN 2026

AssetGen: Deployable 3D Asset Generation at Interactive Speed

AssetGen: 可部署的交互速度3D资产生成

Dilin Wang, Xiaoyu Xiang, Kihyuk Sohn, Tom Monnier, Yu-Ying Yeh, Thu Nguyen-Phuoc, Jiawen Zhang, Yuchen Fan, Antoine Toisoul, Hyunyoung Jung, Prithviraj Dhar, Michael Bunnell, Nikolaos Sarafianos, Chuhang Zou, Roman Shapovalov, Andrea Vedaldi, Rakesh Ranjan

机构 * Reality Labs, Meta（Meta现实实验室） 纠错

专题命中 图像修复 ：inpainting(abstract)；分类 cs.CV、cs.GR

AI总结 提出AssetGen系统，通过粗到细的VecSet框架、多视图纹理生成及端到端加速，在30秒内生成带烘焙法线、颜色纹理和可控多边形预算的高质量网格，支持实时渲染和移动端部署。

Sea-Undistort: A Dataset for Through-Water Image Restoration in High Resolution Airborne Bathymetric Mapping

Maximilian Kromer, Panagiotis Agrafiotis, Begüm Demir

机构 * Faculty of Electrical Engineering and Computer Science, Technische Universität Berlin（电气工程与计算机科学系，柏林技术大学） ； Berlin Institute for the Foundations of Learning and Data (BIFOLD)（学习与数据基础研究院（BIFOLD）） 纠错

专题命中 图像修复 ：diffusion(abstract)；分类 cs.CV、cs.GR

Comments Under review in IEEE Geoscience and Remote Sensing Letters

GaussianVAE: Adaptive Learning Dynamics of 3D Gaussians for High-Fidelity Super-Resolution

Shuja Khalid, Mohamed Ibrahim, Yang Liu

机构 * Huawei Canada（华为加拿大） 纠错

专题命中 图像修复 ：diffusion(abstract)；分类 cs.CV、cs.GR

Journal ref The Conference on Computer Vision and Pattern Recognition (CVPR) 2025 - Second Workshop on Visual Concepts

Reference-Guided Identity Preserving Face Restoration

Mo Zhou, Keren Ye, Viraj Shah, Kangfu Mei, Mauricio Delbracio, Peyman Milanfar, Vishal M. Patel, Hossein Talebi

机构 * Google（谷歌） ； Johns Hopkins University（约翰霍普金斯大学） 纠错

专题命中 图像修复 ：diffusion(abstract)；分类 cs.CV、cs.MM

DecoupledGaussian: Object-Scene Decoupling for Physics-Based Interaction

Miaowei Wang, Yibo Zhang, Rui Ma, Weiwei Xu, Changqing Zou, Daniel Morris

专题命中 图像修复 ：inpainting(abstract)；分类 cs.CV、cs.GR

Comments CVPR2025 Accepted

PatchEX: High-Quality Real-Time Temporal Supersampling through Patch-based Parallel Extrapolation

Akanksha Dixit, Smruti R. Sarangi

专题命中 图像修复 ：inpainting(abstract)；分类 cs.CV、cs.GR

ReShader: View-Dependent Highlights for Single Image View-Synthesis

Avinash Paliwal, Brandon Nguyen, Andrii Tsarov, Nima Khademi Kalantari

专题命中 图像修复 ：inpainting(abstract)；分类 cs.CV、cs.GR

Comments SIGGRAPH Asia 2023. Project page at https://people.engr.tamu.edu/nimak/Papers/SIGAsia2023_Reshader/index.html and video at https://www.youtube.com/watch?v=XW-tl48D3Ok

Journal ref ACM Transactions on Graphics (ToG) 42,6 (2023) 1-9

RealFill: Reference-Driven Generation for Authentic Image Completion

Luming Tang, Nataniel Ruiz, Qinghao Chu, Yuanzhen Li, Aleksander Holynski, David E. Jacobs, Bharath Hariharan, Yael Pritch, Neal Wadhwa, Kfir Aberman, Michael Rubinstein

专题命中 图像修复 ：inpainting(abstract)；分类 cs.CV、cs.GR

Comments SIGGRAPH 2024 (Journal Track). Project page: https://realfill.github.io

SIDAR: Synthetic Image Dataset for Alignment & Restoration

Monika Kwiatkowski, Simon Matern, Olaf Hellwich

专题命中 图像修复 ：inpainting(abstract)；分类 cs.CV、cs.GR

Online Detection of AI-Generated Images

David C. Epstein, Ishan Jain, Oliver Wang, Richard Zhang

专题命中 图像修复 ：inpainting(abstract)；分类 cs.CV、cs.GR

Comments ICCV DeepFake Analysis and Detection Workshop, 2023

UMMAFormer: A Universal Multimodal-adaptive Transformer Framework for Temporal Forgery Localization

Rui Zhang, Hongxia Wang, Mingshan Du, Hanqing Liu, Yang Zhou, Qiang Zeng

专题命中 图像修复 ：inpainting(abstract)；分类 cs.CV、cs.MM

Comments 11 pages, 8 figures, 66 references. This paper has been accepted for ACM MM 2023

Journal ref Proceedings of the 31st ACM International Conference on Multimedia (MM '23), October 29-November 3, 2023

Mimic3D: Thriving 3D-Aware GANs via 3D-to-2D Imitation

Xingyu Chen, Yu Deng, Baoyuan Wang

专题命中 图像修复 ：image generation(abstract)；分类 cs.CV、cs.GR

Journal ref ICCV 2023

Makeup Extraction of 3D Representation via Illumination-Aware Image Decomposition

Xingchao Yang, Takafumi Taketomi, Yoshihiro Kanamori

专题命中 图像修复 ：inpainting(abstract)；分类 cs.CV、cs.GR

Comments Eurographics 2023

WIRE: Wavelet Implicit Neural Representations

Vishwanath Saragadam, Daniel LeJeune, Jasper Tan, Guha Balakrishnan, Ashok Veeraraghavan, Richard G. Baraniuk

专题命中 图像修复 ：inpainting(abstract)；分类 cs.CV、cs.GR

No Shadow Left Behind: Removing Objects and their Shadows using Approximate Lighting and Geometry

Edward Zhang, Ricardo Martin-Brualla, Janne Kontkanen, Brian Curless

专题命中 图像修复 ：inpainting(abstract)；分类 cs.CV、cs.GR

ChoreoNet: Towards Music to Dance Synthesis with Choreographic Action Unit

Zijie Ye, Haozhe Wu, Jia Jia, Yaohua Bu, Wei Chen, Fanbo Meng, Yanfeng Wang

专题命中 图像修复 ：inpainting(abstract)；分类 cs.CV、cs.MM

Comments 10 pages, 5 figures, Accepted by ACM MM 2020

Rethinking Image Deraining via Rain Streaks and Vapors

Yinglong Wang, Yibing Song, Chao Ma, Bing Zeng

专题命中 图像修复 ：image generation(abstract)；分类 cs.CV、cs.GR

Comments ECCV 2020

Superimposition-guided Facial Reconstruction from Skull

Celong Liu, Xin Li

专题命中 图像修复 ：inpainting(abstract)；分类 cs.CV、cs.GR

Comments 14 pages; 14 figures