Object Removal

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27 papers5 papers in the last four weeks, against 2 the four weeks before. 0.0% of all new papers.

  1. ReState: Noise-Level-Aware State Correction for Training-Free Object Removal in Few-Step Diffusion Models

    Oct 15, 2026Donghwan Lee, Sanghyun Jo, Sihyun Kim +2Object RemovalDiffusion-Based Image Editing

    Seoul National University · OGQ

  2. 3DTexMOR: 3D Gaussian Multi-Object Removal via Texture-Space Inpainting

    Oct 8, 2026Kunxin Guang, Yonghao Zhao, Jian Yang +1Object Removal3D Scene Completion

    Nanjing University · Nankai University

  3. TripleFlow: Training-Free Video Object Removal by Bridging Residual Editing and Native Generation

    Sep 30, 2026Songhe Wang, Lifu Wei, Shuolin Xu +2Video EditingImage Inpainting

    CSE Department, Penn State University · Department of Computer Science, The University of British Columbia, Canada · Department of Computing, Bournemouth University, United Kingdom +2

  4. AVIO: Learning to Add and Remove Sounding Objects in Audiovisual Scenes

    Sep 29, 2026Weihan Xu, Kan Jen Cheng, Koichi Saito +8Audio-Video GenerationAudio Editing

    University of Washington · Massachusetts Institute of Technology · University of Maryland, College Park +3

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

    Sep 23, 2026Arman Taghizadeh, Ulf Krumnack, Kai-Uwe KühnbergerLatent Diffusion ModelsImage Inpainting

    Institute of Cognitive Science, Osnabrück University, Osnabrück, Germany

  6. TV-AudioRemover: Joint Text-Visual Guided Sound Removal with Multi-Task Hard-Mixture Curriculum

    Sep 22, 2026Xinyue Guo, Jianxuan Yang, Daiguo Zhou +4Audio-Visual UnderstandingAudio Source Separation

    MiLM Plus, Xiaomi Inc.

  7. PredErase: Training-Free Object-and-Effect Removal with Predictive Latent Guidance

    Sep 1, 2026Waikit Xiu, Qiang Lu, Junbiao Chen +1Image InpaintingObject Removal

    1The University of Hong Kong · 2Sun Yat-sen University

  8. BeyondMasks: Evaluating Causal and Physical Consistency in Video Object Removal

    Aug 20, 2026Yigit Ekin, Enes Sanli, Aykut Erdem +2Object RemovalVideo Editing

    Bilkent University, Department of Computer Engineering, Ankara, Türkiye · Koç University, Department of Computer Engineering, Istanbul, Türkiye · KUIS AI Center, Istanbul, Türkiye +1

  9. EffectLearner: World-Aware Object-Effect Reasoning for Real-World Video Object Removal

    Aug 6, 2026Feier Wu, Wanke Xia, Xu He +8Video Diffusion ModelsVideo Editing

    Tsinghua University · China Agricultural University · Jiangnan University +1

  10. TurboClear: One-Step Object-Effect Removal via Region-Calibrated Distribution Matching and Fusion

    Aug 2, 2026Jiawei Guo, Junxian Li, Yixin Tang +4Diffusion Model DistillationDiffusion-Based Image Editing

    1Shanghai Jiao Tong University · 2Honor Device Co., Ltd · 3Imperial College London

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

    Jul 18, 2026Haitong Tang, Haipeng Liu, Yang WangDiffusion Models for Image RestorationAttention Control in Diffusion Models

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

  12. From Draft to Draft-Free: One-Step Video Object Removal via Privileged Distillation and Fast Planting

    Jul 16, 2026Zizhao Chen, Ping Wei, Guang Dai +2Video Diffusion ModelsDiffusion Model Distillation

    State Key Laboratory of Human-Machine Hybrid Augmented Intelligence, Institute of Artificial Intelligence and Robotics, Xi’an Jiaotong University · SGIT AI Lab, State Grid Corporation of China · Baidu +1

  13. OSOR: One-Step Diffusion Inpainting for Effect-Aware Object Removal

    Jun 26, 2026Qinming Zhou, Chenxi Sun, Deyang Kong +6Image InpaintingDiffusion Model Acceleration

    Shanghai Jiao Tong University · Tsinghua University · University of Electronic Science and Technology of China +3

  14. GenEraser: Generalizable Video Object Removal via Balanced Text-Mask Guidance and Decoupled Locator-Preserver

    May 28, 2026Yuqing Chen, Lin Liu, Haisu Wu +4Diffusion Model GuidanceVideo Diffusion Models

    Tsinghua University, China · Huawei, China · Southeast University, China +2

  15. AdaEraser: Training-Free Object Removal via Adaptive Attention Suppression

    May 15, 2026Dingming LiuImage InpaintingAttention Mechanisms

    School of Computer Science, Peking University.

  16. PROVE: A Perceptual RemOVal cohErence Benchmark for Visual Media

    May 14, 2026Fuhao Li, Shaofeng You, Jiagao Hu +6Image Editing EvaluationVideo Editing

    MiLM Plus, Xiaomi Inc.

  17. ClickRemoval: An Interactive Open-Source Tool for Object Removal in Diffusion Models

    May 14, 2026Ledun Zhang, Yatu Ji, Xufei Zhuang +1Attention Control in Diffusion ModelsImage Inpainting

    Inner Mongolia University of Technology Hohhot, Inner Mongolia, China

  18. SceneForge: Structured World Supervision from 3D Interventions

    May 14, 2026Jizhizi Li, Jiayang Ao, Danny Wicks +1Multi-View ConsistencySynthetic Data Generation

    1Canva Research

  19. FlashClear: Ultra-Fast Image Content Removal via Efficient Step Distillation and Feature Caching

    May 9, 2026Yixin Tang, Jiawei Guo, Junxian Li +6Diffusion Model DistillationFew-Step Diffusion Sampling

    Shanghai Jiao Tong University · Nanyang Technological University · Honor Device Co., Ltd

  20. VOID: Video Object and Interaction Deletion

    Apr 2, 2026Saman Motamed, William Harvey, Benjamin Klein +3Object RemovalVideo Editing

    Netflix · INSAIT, Sofia University “St. Kliment Ohridski”

  21. From Understanding to Erasing: Towards Complete and Stable Video Object Removal

    Apr 2, 2026Dingming Liu, Wenjing Wang, Chen Li +2Object RemovalVideo Editing

    Peking University · WeChat Vision, Tencent Inc.

  22. You Only Erase Once: Erasing Anything without Bringing Unexpected Content

    Mar 29, 2026Yixing Zhu, Qing Zhang, Wenju Xu +1Object RemovalDiffusion-Based Image Editing

    School of Computer Science and Engineering, Sun Yat-sen University, China · Key Laboratory of Machine Intelligence and Advanced Computing, Ministry of Education, China · Amazon

  23. PANDORA: Pixel-wise Attention Dissolution and Latent Guidance for Zero-Shot Object Removal

    Mar 29, 2026Dinh-Khoi Vo, Van-Loc Nguyen, Tam V. Nguyen +2Object RemovalDiffusion-Based Image Editing

    University of Science, Ho Chi Minh City, Vietnam · Vietnam National University, Ho Chi Minh City, Vietnam · University of Dayton, Ohio, United States

  24. EffectErase: Joint Video Object Removal and Insertion for High-Quality Effect Erasing

    Mar 19, 2026Yang Fu, Yike Zheng, Ziyun Dai +1Object RemovalVideo Editing

    Institute of Big Data, College of Computer Science and Artificial Intelligence, Fudan University, China

  25. Semantic-Guided 3D Gaussian Splatting for Transient Object Removal

    Feb 17, 2026Aditi Prabakaran, Priyesh ShuklaObject Removal3D Reconstruction

    Department of Computer Science SRM University Chennai, India · Computer Systems Group International Institute of Information Technology Hyderabad, India

  26. Learning Stochastic Bridges for Video Object Removal via Video-to-Video Translation

    Jan 17, 2026Zijie Lou, Xiangwei Feng, Jiaxin Wang +7Video EditingObject Removal

    MT Lab, Meitu Inc., Beijing 100083, China · Beijing Jiaotong University, Beijing 100044, China

  27. EraseLoRA: MLLM-Driven Foreground Exclusion and Background Subtype Aggregation for Dataset-Free Object Removal

    Dec 25, 2025Sanghyun Jo, Donghwan Lee, Eunji Jung +2Object RemovalDiffusion-Based Image Editing

    OGQ, Seoul, Korea · Seoul National University, Seoul, Korea