Inpainting

Ask about this topic

Momentum

10 papers in the last four weeks, up 25% on the four weeks before. 0.1% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 71

All topics
CardsList

  1. From Pixels to Policy: A Multi-Agent System for Intervention and Geo-Spatial Decision Support

    Oct 1, 2026Hosam Elgendy, Utkarsh MallUrban EnvironmentsGeospatial Reasoning

    Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi, UAE

  2. Learning Semantic Inpainting for Animatable Gaussian Head Avatars

    Sep 29, 2026Pilseo Park, Fizza Rubab, Yiying TongAnimatable 3D Human AvatarsInpainting

    Michigan State University

  3. From Routing Signals to Selective Review: Visual regrounding in MoE VLMs

    Sep 29, 2026Hongzhu Guo, Mohsen Fayyaz, Nanyun PengVisual Grounding BenchmarksMixture-Of-Experts

    University of California, Los Angeles · Peking University

  4. PCaPaint: Prostate Cancer Inpainting by Mitigating Shortcut Learning

    Sep 29, 2026Levente Lippenszky, Hongxu Yang, Marcell Dömötör +2Prostate Magnetic Resonance ImagingTumor Segmentation

    GE HealthCare

  5. Fill2SR: Repurposing Inpainting Diffusion Transformers for Real-World Super-Resolution

    Sep 27, 2026Xingfu Yi, Xiaoxue YuReal-World Image Super-ResolutionInpainting

    Independent Researcher, Hangzhou, China · Zhejiang University, Hangzhou, China

  6. Zero-Shot Object Removal via Attention Masking, Latent Anchoring, and Refinement

    Sep 23, 2026Arman Taghizadeh, Ulf Krumnack, Kai-Uwe KühnbergerVideo Object RemovalInpainting

    Institute of Cognitive Science, Osnabrück University, Osnabrück, Germany

  7. Beyond the Foreground: FOV-Aware Polyp Image Synthesis via Lesion-Guided Adaptive Mucosal Context Propagation

    Sep 17, 2026Tong Wang, Yuting He, Bin Ren +2Polyp SegmentationMedical Image Generation

    Southeast University · MBZUAI · Case Western Reserve University

  8. ORCA: Occlusion-Aware Refinement and Completion for Novel View Synthesis

    Sep 15, 2026Weronika Jakubowska, Maciej Zięba, Przemysław SpurekNovel View SynthesisInpainting

    Wrocław University of Science and Technology · Jagiellonian University · IDEAS Research Institute

  9. An End-to-End Automated Pipeline for Controllable Crack Data Synthesis

    Sep 11, 2026Conghui Li, Muxin Pu, Chern Hong Lim +2InpaintingSynthesis

    School of Information Technology, Monash University, Selangor, Malaysia · Department of Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China · School of Engineering, Monash University, Selangor, Malaysia

  10. Overpainting: Localized Context-aware Diffusion Image Editing

    Sep 11, 2026Sam Sartor, Iliyan Georgiev, Michael Fischer +2Diffusion-Based Image EditingInpainting

    College of William & Mary, Williamsburg, USA · Adobe Research, United Kingdom

  11. Sharpening the Ensemble: An SSIM-Aligned Residual Refiner for Brain-MRI Inpainting Post-Processing

    Sep 3, 2026Kubilay Kağan Kömürcü, İlkay ÖksüzMagnetic Resonance ImagingInpainting

    Department of Computer Engineering, Istanbul Technical University, Istanbul, Türkiye

  12. RARF: Region-Aware Rectified Flows for 3D Brain MRI Inpainting

    Sep 3, 2026Tomas Guija-Valiente, Blanca Rodriguez-Gonzalez, Norberto Malpica +1InpaintingFunctional Magnetic Resonance Imaging

    Medical Image Analysis and Biometry Lab, Universidad Rey Juan Carlos, Madrid, Spain

  13. Fill My Mirror: Geometry-Constrained Mirror Inpainting

    Sep 3, 2026Ofek Basson, Shimon Vainer, Yacov Hel-Or +1InpaintingIndoor Scene Generation

    Reichman University

  14. Training-Free Inpainting Across Domains with a Frozen Text-to-Image Diffusion Model

    Sep 1, 2026Zhenhuan Wang, Fengyi YuanInpaintingText-To-Image Diffusion Models

    School of Data Science, The Chinese University of Hong Kong, Shenzhen · School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen

  15. Less Is More: Balancing Positive and Negative Space in Visual Concept Blending

    Aug 31, 2026Shishi Xiao, Adam J. Coscia, David H. LaidlawVisual RepresentationsInpainting

    Brown University · Providence, Rhode Island, USA · Georgia Institute of Technology +1

  16. RailSyn: Diagnosis-Guided Image Generation for Traceable Data Completion in Railway Foreign Object Detection

    Aug 31, 2026Quan Hao, Chenxi Zhang, Ziyang Tao +6Medical Image GenerationInpainting

    1The School of Information Science and Technology, Beijing University of Technology · 2Pratt School of Engineering, Duke University · 3Academy of Mathematics and Systems Science, Chinese Academy of Sciences +3

  17. APT: Anchor-aligned Perturbations for Tamper Localization in Fully Regenerated Images

    Aug 31, 2026Suhyeon Ha, Woo Jae Kim, Joonsung Jeon +2Tamper LocalizationInpainting

    KAIST

  18. SketchSense: Learning to Interpret Imperfect Sketch Guidance for Image Inpainting

    Aug 13, 2026Zian YangInpaintingSketches

    Fudan University

  19. Global Attention-Fused Image Cropping with Attention-Guided and Global-Aligned Crop Evaluator

    Aug 5, 2026Haotian Yang, Zhile Yang, Kin-Man Lam +2CroppingInpainting

    Faculty of Data Science, City University of Macau, Macao, China · Shenzhen University of Advanced Technology, Shenzhen, China · Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China +2

  20. Free-Lunch Augmentation by Revisiting Diffusion-Based Data Generation for Cross-Domain Few-Shot Object Detection

    Aug 5, 2026Zijian Zhuang, Yixiong Zou, Yuhua Li +1Few-Shot SegmentationData Augmentation

    School of Computer Science and Technology, Huazhong University of Science and Technology, China

  21. Progressive Learning of a Diffusion-based Inpainting Model for Separating Overlapped Fingerprints

    Aug 4, 2026Noor Hussein, Anil K. Jain, Karthik NandakumarFingerprintInpainting

    Michigan State University, East Lansing, MI 48824, USA

  22. Now You Have My Healthy Attention: A U-DiT for Brain-MRI Inpainting

    Jul 30, 2026Danilo Danese, Angela Lombardi, Tommaso Di NoiaBrain Tumor SegmentationInpainting

    Politecnico di Bari, Bari, Italy

  23. NEO: NeRF It Once, Edit It Many Times for Continuous Object Manipulation

    Jul 27, 2026Mikołaj Zieliński, David Hall, Dominik Belter +1Neural Radiance FieldsVideo Object Removal

    Institute of Robotics and Machine Intelligence, Poznan University of Technology, 61-131 Pozna´n, Poland · CSIRO Robotics, CSIRO, Australia

  24. Image Inpainting via Stochastic Dynamics

    Jul 27, 2026Jiaqi Kuang, Zihao Guo, Zhongmin QianInpaintingDiverse Occlusion-And-Revelation Scenarios

    Oxford Suzhou Centre for Advanced Research, University of Oxford, Suzhou, China · Institute for Advanced Research, Great Bay University, Dongguan, Guangdong, China · Mathematical Institute, University of Oxford, Andrew Wiles Building, Radcliffe Observatory Quarter, Oxford, OX2 6GG, Oxfordshire, United Kingdom

  25. FILLER: Feature Imputation via Latent Location Exploration and Retrieval

    Jul 25, 2026Santu Mondal, Chayan Maitra, Rajat K. DeImputationInpainting

    Machine Intelligence Unit Indian Statistical Institute 203 Barrackpore Trunk Road Kolkata 700108

  26. Diffusion Models in Medical Image Inpainting: Challenges, Solution Taxonomy, and Future Directions

    Jul 24, 2026Arthur Dantas Mangussi, Joana Cristo Santos, Ricardo Cardoso Pereira +3InpaintingMedical Images

    Computer Science Division, Aeronautics Institute of Technology and Science and Technology Institute, Federal University of São Paulo, Brazil · LASIGE, Faculdade de Ciências, Universidade de Lisboa, Portugal · University of Coimbra, CISUC/LASI – Centre for Informatics and Systems of the University of Coimbra, Department of Informatics Engineering, Portugal +1

  27. 3D-GIMP: When 3D Gaussian Inpainting Meets PatchMatch

    Jul 22, 2026Xuening Tian, Dieter Schmalstieg, Shohei Mori3D Editing3D Reconstruction

    University of Stuttgart Stuttgart, Germany

  28. InstructMixup: Instruction-Guided Salient Patch Editing for Robust Data Augmentation

    Jul 21, 2026Khawar Islam, Arif Mahmood, Xin Jin +1Data AugmentationInpainting

    The University of Melbourne, Melbourne, Australia · The Information Technology University, Lahore, Pakistan · Westlake University, China

  29. DORS: Dynamic Attention Routing for Diffusion-based Object Removal in Dense Scenes

    Jul 18, 2026Haitong Tang, Haipeng Liu, Yang WangVideo Object RemovalRemoval

    School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China

  30. FreeLit: Paired-Free Indoor Relighting via Physics-Guided Diffusion

    Jul 15, 2026Chi-En Yen, Duy-Khanh Ngo, Wen-Wei Tang +3Image RelightingLow-Light Images

    National Yang Ming Chiao Tung University

  31. FlowPainter: Inpainting Optical Flow via Confidence-Guided Completion

    Jul 11, 2026Yuang Meng, Chenyang Wu, Xianshun Liu +7Optical FlowInpainting

    VCIP, CS, Nankai University · OPPO Research Institute · The Hong Kong Polytechnic University

  32. ColorFM: An Optimization-to-Learning Framework for Color Transfer via Flow Matching

    Jul 8, 2026Yuhang He, Kai Zhang, Xiaoming Li +2Contrastive Flow MatchingInpainting

    School of Intelligence Science and Technology, Nanjing University, China · VIVO BlueImage Lab, China

  33. High-Resolution Artwork Outpainting with Global Blueprint Guidance and Layout Control

    Jul 7, 2026Junha Kim, Hyunjoon Park, Donghyeon ChoInpaintingCanvas

    Hanyang University, Seoul, Republic of Korea

  34. Geometric Reciprocity: Unlocking Self-Supervision for Stereoscopic Video Generation

    Jul 6, 2026Jingyi Lu, Kai HanMonocular VideoInpainting

    Visual AI Lab, The University of Hong Kong, Hong Kong, China.

  35. Preserve the Hard, Regenerate the Rest: Uncertainty-Guided Synthetic Training Data Augmentation with Diffusion Models

    Jun 30, 2026Nikolai Röhrich, Julian Gleißner, Ahmed H. A. Ibrahim +2Data AugmentationAugmentation

    1XITASO GmbH · 2Zuse School of Excellence in Reliable AI · 3Technische Hochschule Ingolstadt +1

  36. Anchoring on Reality: Breaking the Pseudo-Target Ceiling in Makeup Transfer

    Jun 30, 2026Bo Wei, Xianhui Lin, Yi Dong +8Synthetic-To-Real Domain GapPhotorealistic Style Transfer

    1Harbin Institute of Technology · 2vivo BlueImage Lab, vivo Mobile Communication Co., Ltd · 3Nanjing University

  37. NullFlow: One-Step Generative Reconstruction

    Jun 21, 2026Xiao Shi, Edward P. Chandler, Chicago Y. Park +2Generative Flow NetworksInpainting

    Computational Imaging Group (CIG) · Washington University in St. Louis

  38. Moebius: 0.2B Lightweight Image Inpainting Framework with 10B-Level Performance

    Jun 17, 2026Kangsheng Duan, Ziyang Xu, Wenyu Liu +3InpaintingFast Inference

    Huazhong University of Science and Technology · *Equal contribution. Completed this work as interns at VIVO AI Lab. · † Project leader. +1

  39. Texture-Shape Bias Balancing for Robust Synthetic-to-Real Semantic Segmentation in Automotive NIR Imagery

    Jun 13, 2026Felix Stillger, Ben Hamscher, Lukas Hahn +3Synthetic-To-Real Domain GapEfficient Semantic Segmentation

    University of Wuppertal, Germany · Heinrich Heine University Düsseldorf, Germany · Aptiv, Germany +1

  40. Improving Text-Instance Alignment Of Foreground Conditioned Out-Painting Via Customized Concept Embedding

    Jun 9, 2026Yihao Zhao, Xuan Han, Bin He +1InpaintingImage-Text Alignment

    College of Electronic and Information Engineering, Tongji University, Shanghai, China · State Key Laboratory of Autonomous Intelligent Unmanned Systems, Frontiers Science Center for Intelligent Autonomous Systems, Ministry of Education, Shanghai, China

  41. Bridging the Sim-to-Real Gap in Semiconductor Visual Program Synthesis via Input Binarization

    Jun 1, 2026Yusuke Ohtsubo, Kota Dohi, Koichiro Yawata +2Synthetic-To-Real Domain GapSemiconductor Manufacturing

    Hitachi, Ltd. R&D Group, Tokyo, Japan

  42. Hallucination-Aware Diffusion Sampling for Inverse Problems via Robust Prior Updates

    Jun 1, 2026Pengfei Jin, Yiqi Tian, Kailong Fan +2Diffusion PriorsBayesian Inverse Problems

    Center for Advanced Medical Computing and Analysis, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114 · Department of Industrial Engineering, University of Pittsburgh, Pittsburgh, PA 15261

  43. PAI-Studio: Cinematic Video Background Replacement with Camera-Aware Motion

    May 31, 2026Heyuan Gao, Bangxun Tang, Yiren Song +4Camera-Conditioned Video GenerationImage Relighting

    Utopai Studios · Nanyang Technological University · University of California, Irvine +1

  44. Chameleon: Style-Content Disentangled Framework for Cross-Domain Object Compositing

    May 31, 2026Sukhun Ko, Jeahun Sung, Soo Ye Kim +1Photorealistic Style TransferLarge-Scale Image Datasets

    CMLab, Chung-Ang University · Adobe Research

  45. LithoGRPO: Fast Inverse Lithography via GRPO Reinforced Flow Matching

    May 29, 2026Yao Lai, Xuyuan Xiong, Zeyue Xue +7LithographyNeural Mask Estimation

    The University of Hong Kong, Hong Kong · University of Cambridge, Cambridge, UK · The Chinese University of Hong Kong, Hong Kong +2

  46. Benchmarking Single-Step Inpainting Methods for Multi-Object 3D Gaussian Splatting Scenes

    May 29, 2026Finn Dröge, Cecilia Curreli, Abhishek Saroha +1InpaintingDiverse Occlusion-And-Revelation Scenarios

    1Technical University of Munich · 2Munich Center for Machine Learning

  47. Reducing Experimental Testing in Space Propulsion Film Cooling Analyses by Pixelwise Generative Image Interpolation

    May 28, 2026Adam T. Müller, Philipp J. Teuffel, Konstantin Manassis +1Thermal ImagingImage Reconstruction

    Heilbronn University of Applied Sciences, Center for Machine Learning, Max-Planck-Str. 39, 74081 Heilbronn, Germany · German Aerospace Center (DLR), Institute of Space Propulsion

  48. Semantic Robustness Probing via Inpainting: An Interactive Tool for Safety-Critical Object Detection

    May 26, 2026Nico Steckhan, Krutarth Prajapati, Weija Shao +1InspectionInpainting

    Federal Institute for Occupational Safety and Health (BAuA), Germany

  49. Smart-Insertion-V: Photorealistic Video Insertion via a Closed-Loop Feedback Dual-Stream Framework

    May 22, 2026Xiao Cao, Yansong Qu, Xiangzhen +7InpaintingPhotorealistic Style Transfer

  50. Multi-axis Analysis of Image Manipulation Localization

    May 19, 2026Keanu Nichols, Divya Appapogu, Giscard Biamby +3Mitigating Domain ShiftInpainting

    Boston University · University of California, Berkeley · Google +1

  51. HL-OutPaint: Coarse-to-Fine Video Outpainting for High-Resolution Long-Range Videos

    May 17, 2026Jeongeun Park, Janghyeok Han, Geonung Kim +4InpaintingHigh-Resolution

    POSTECH, Republic of Korea · Visual Display Business, Samsung Electronics, Republic of Korea

  52. StyleText: A Large-Scale Dataset and Benchmark for Stylized Scene Text Inpainting

    May 17, 2026Aleksandr Simonyan, Nipun JindalInpaintingLarge-Scale Image Datasets

    Adobe Inc.

  53. Face inpainting with Identity Preserving Latent Diffusion Models

    May 15, 2026João Santos, Carlos Santiago, Manuel MarquesBlind Face RestorationInpainting

    Institute for Systems and Robotics, Instituto Superior Técnico, Lisboa, Portugal

  54. Coordinating Multiple Conditions for Trajectory-Controlled Human Motion Generation

    May 13, 2026Deli Cai, Haoyang Ma, Changxing DingHuman Motion GenerationLatent Motion

    School of Electronic and Information Engineering, South China University of Technology, 381 Wushan Road, Tianhe District, Guangzhou 510000, P.R. China · Pazhou Lab, Guangzhou 510330, China

  55. Image AID via continuous-time reinforcement learning

    May 13, 2026Yilie Huang, Xun Yu ZhouInpaintingDiffusion Models

    Department of Industrial Engineering and Operations Research, Columbia University, New York, NY 10027, USA. · Department of Industrial Engineering and Operations Research & Data Science Institute, Columbia University, New York, NY 10027, USA.

  56. EDGER: EDge-Guided with HEatmap Refinement for Generalizable Image Forgery Localization

    May 12, 2026Minh-Khoa Le-Phan, Minh-Hoang Le, Minh-Triet Tran +1Face Forgery DetectionInpainting

    University of Science - VNU-HCM, Ho Chi Minh City, Vietnam · Vietnam National University, Ho Chi Minh City, Vietnam

  57. Active Tabular Augmentation via Policy-Guided Diffusion Inpainting

    May 11, 2026Zheyu Zhang, Shuo Yang, Bardh Prenkaj +1AugmentationGenerative Architectures

    Technical University of Munich · Munich Center for Machine Learning (MCML)

  58. Inpainting physics: self-supervised learning for context-driven fluid simulation

    May 9, 2026Jonas Weidner, Yeray Martin-Ruisanchez, Daniel Rueckert +2Computational Fluid DynamicFluid Dynamics

    AI for Image-Guided Diagnosis and Therapy, Technical University of Munich · Munich Center for Machine Learning (MCML) · AI in Healthcare and Medicine, Technical University of Munich +1

  59. simpleposter: a simple baseline for product poster generation

    May 9, 2026Benlei Cui, Fangao Zeng, Weitao Jiang +6InpaintingText Generation

    1Alibaba Group · 2Taobao & Tmall Group of Alibaba

  60. MeshFIM: Local Low-Poly Mesh Editing via Fill-in-the-Middle Autoregressive Generation

    May 9, 2026Dingdong Yang, Jian Liu, Biwen Lei +6Mesh GenerationMeshes

    1Tencent Hunyuan · 2Simon Fraser University · 3Hong Kong University of Science and Technology