Video Object Removal

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8 papers in the last four weeks, against 2 the four weeks before. 0.1% of all new papers.

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  1. Shadow Feature Refinement Network: Progressive Feature Refinement based on Knowledge Distillation for Effective Shadow Removal

    Oct 4, 2026Donghyun Han, Byoung-Dai LeeVideo Object Removal

    Kyonggi University, Korea

  2. ODDR: One-Step Deshadow Diffusion via Reward Guidance

    Oct 1, 2026Junseong Shin, Kijun Kim, Minseong Kim +2Video Object RemovalDiverse Occlusion-And-Revelation Scenarios

    Department of Artificial Intelligence, Hanyang University · AX Future Technology Institute, KT · Department of Computer Science, Hanyang University

  3. Lens Flare Removal and Reconstruction

    Sep 30, 2026Tarun Yenamandra, Jonathon Luiten, Daniel Cremers +13D ReconstructionGaussian Deblurring

    Meta Reality Labs Research, Redmond, USA · Meta Reality Labs, New York, USA · TU Munich, MCML, Munich, Germany

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

    Sep 30, 2026Songhe Wang, Lifu Wei, Shuolin Xu +2Video Object RemovalObjects

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

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

    Sep 29, 2026Weihan Xu, Kan Jen Cheng, Koichi Saito +8Audio-Visual ConsistencyVideo Object Removal

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

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

    Sep 22, 2026Xinyue Guo, Jianxuan Yang, Daiguo Zhou +4Audio-Visual ConsistencyVideo Object Removal

    MiLM Plus, Xiaomi Inc.

  8. VOR-Bench: A Human Perception-Driven Benchmark for Video Object Removal

    Sep 15, 2026Haonan Huang, Tianrui Qiu, Xianghao Zang +10Video Object RemovalGenerative Video Models

    Beijing University of Posts and Telecommunications · China Telecom Artificial Intelligence Technology Co. Ltd · State Key Laboratory of Human-Machine Hybrid Augmented Intelligence, and Institute of Artificial Intelligence and Robotics, Xi’an Jiaotong University

  9. Consistency as Regularization for Unsupervised Shadow Removal

    Sep 1, 2026Anh-Kiet Duong, Petra Gomez-Krämer, Jean-Michel CarozzaVideo Object RemovalUnsupervised

    L3i Laboratory, La Rochelle University, 17042 La Rochelle Cedex 1, France · LIENSs Laboratory, La Rochelle University, 17042 La Rochelle Cedex 1, France

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

    Sep 1, 2026Waikit Xiu, Qiang Lu, Junbiao Chen +1Video Object RemovalConcept Erasure

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

  11. EvReflection: Event-Driven Micro-Dynamics for Reflection Removal

    Aug 6, 2026Jiaxiao Wang, Dachun Kai, Huyue Zhu +3ReflectanceVideo Object Removal

    University of Science and Technology of China · Institute of Artificial Intelligence, Hefei Comprehensive National Science Center

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

    Aug 6, 2026Feier Wu, Wanke Xia, Xu He +8Video Object RemovalObject-Centric Representations

    Tsinghua University · China Agricultural University · Jiangnan University +1

  13. Fast Object Removal Attacks on Safety-Critical Video-based Perception Systems

    Aug 3, 2026Mohammad Imtiaz Hasan, M Sabbir Salek, Nathan Jones +2Video Object RemovalObjects

    Glenn Department of Civil Engineering, Clemson University, Clemson, SC 29634 · National Center for Transportation Cybersecurity and Resiliency, Greenville, SC 29607 · School of Computing, Clemson University, Clemson, SC 29634 +1

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

    Aug 2, 2026Jiawei Guo, Junxian Li, Yixin Tang +4Video Object RemovalDataset Distillation

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

  15. 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

  16. 3D-GIMP: When 3D Gaussian Inpainting Meets PatchMatch

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

    University of Stuttgart Stuttgart, Germany

  17. 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

  18. 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 Object RemovalDrafts

    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

  19. Semantic-Guided Progressive Object Removal with Gaussian Splatting

    Jul 5, 2026Xianliang Huang, Chen Xiao, Yuanxiang Ni +5Video Object RemovalScene Reconstruction

    PICO, ByteDance Inc. · Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences · Fudan University

  20. Interpretation-Oriented Cloud Removal via Observation-Anchored Residual Flow with Geo-Contextual Alignment

    Jul 2, 2026Ziyao Wang, Maonan Wang, Yucheng He +5Remote SensingVideo Object Removal

    School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen, Shenzhen, China · Shanghai Ai Lab, Shanghai, China · Faculty of Geosciences and Engineering, Southwest Jiaotong University, Chengdu,2026 China

  21. MTD-Map: Single-Stage Long-Term LiDAR Map Maintenance Framework via Mixture Transition Distribution

    Jun 28, 2026TaeYoung Kim, Gilhwan Kang, Tae Ihn Kim +2Change DetectionVideo Object Removal

    Robotics Lab, Advanced Vehicle Platform Division, Hyundai Motor Company, Uiwang-si, Gyeonggi-do, Republic of Korea

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

    Jun 26, 2026Qinming Zhou, Chenxi Sun, Deyang Kong +6Video Object RemovalDiverse Occlusion-And-Revelation Scenarios

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

  23. IDAG-Edit: Multi-Object Video Editing via Instance-Decoupled Attention and Guidance

    Jun 20, 2026Yuan-Zhih Lin, Huu-Thang Nguyen, Huu-Phu Do +2Video EditingDiffusion-Based Image Editing

    Department of Computer Science, National Yang Ming Chiao Tung University, Taiwan

  24. IB-HFN: Information Bottleneck-Driven SAR-Optical Fusion Network for High-Fidelity Cloud Removal

    Jun 8, 2026Haojun Guo, Fan Feng, Ziquan Wang +2Synthetic Aperture RadarMultimodal Fusion

    Institute of Geospatial Information, Information Engineering University, Zhengzhou 450001, China

  25. ATT-CR: Adaptive Triangular Transformer for Cloud Removal

    Jun 4, 2026Yang Wu, Ye Deng, Pengna Li +4Video Object RemovalTransformer Attention

    Xi’an Jiaotong University, Xi’an, Shaanxi 710049, China · School of Computing and Artificial Intelligence, Southwestern University of Finance and Economics, Chengdu, Sichuan 611130, China · Ningbo University of Technology, Ningbo, Zhejiang 315211, China

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

    May 28, 2026Yuqing Chen, Lin Liu, Haisu Wu +4Video Object RemovalText-To-Video Diffusion Models

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

  27. Semi-LAR: Semi-supervised Contrastive Learning with Linear Attention for Removal of Nighttime Flares

    May 18, 2026Xiyu Zhu, Wei Wang, Kui Jiang +1Contrastive LossVideo Object Removal

    School of Computer Science and Technology, Wuhan University of Science and Technology, Wuhan, China · Faculty of Computing, Harbin Institute of Technology, Harbin 150001, China · SRO department, Institute for Infocomm Research, A*STAR, Singapore.

  28. Deep learning-based compression of giga-resolution whole slide images

    May 17, 2026Maren Høibø, Etienne Gaucher, Ingerid Reinertsen +2Whole-Slide ImagesLearned Image Compression

    Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology (NTNU), NO-7491 Trondheim, Norway · Department of Health Research, SINTEF Digital, NO-7465 Trondheim, Norway · Department of Circulation and Medical Imaging, Norwegian University of Science and Technology (NTNU), NO-7491 Trondheim, Norway +1

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

    May 15, 2026Dingming LiuVideo Object RemovalRemoval

    School of Computer Science, Peking University.

  30. SEDiT: Mask-Free Video Subtitle Erasure via One-step Diffusion Transformer

    May 14, 2026Zheng Hui, Yunlong BaiVideo Diffusion ModelsDiffusion-Based Image Editing

    Baidu Inc., Beijing, China.

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

    May 14, 2026Ledun Zhang, Yatu Ji, Xufei Zhuang +1Video Object RemovalRemoval

    Inner Mongolia University of Technology Hohhot, Inner Mongolia, China

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

    May 9, 2026Yixin Tang, Jiawei Guo, Junxian Li +6Video Object RemovalRemoval

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

  33. Raymoval: Raycasting-based Dynamic Object Removal for Static 3D Mapping

    May 9, 2026Daebeom Kim, Seungjae Lee, Seoyeon Jang +23D MappingRobot Navigation

    School of Electrical Engineering, KAIST (Korea Advanced Institute of Science and Technology), Daejeon 34141, Republic of Korea

  34. Object Hallucination-Free Reinforcement Unlearning for Vision-Language Models

    May 8, 2026Kaidi Jia, Yujie Lin, Chengyi Yang +2Recent Vision-Language ModelsLarge Language Model Hallucination

    1Xiamen University

  35. YOSE: You Only Select Essential Tokens for Efficient DiT-based Video Object Removal

    Apr 30, 2026Chenyang Wu, Lina Lei, Fan Li +6Video Object RemovalVideo Object Segmentation

    1VCIP, CS, Nankai University · 3NKIARI, Shenzhen Futian · 2Huawei Noah’s Ark Lab

  36. AD-Relight: Training-Free Banner Relighting via Illumination Translation with Diffusion Priors

    Apr 27, 2026Rameshwar Mishra, Bishshoy Das, A V Subramanyam +1Image RelightingAds

    Dolby Labs, Bangalore

  37. Winner of CVPR2026 NTIRE Challenge on Image Shadow Removal: Semantic and Geometric Guidance for Shadow Removal via Cascaded Refinement

    Apr 17, 2026Lorenzo Beltrame, Jules Salzinger, Filip Svoboda +4Video Object RemovalCvpr

    1Austrian Institute of Technology · 2Technical University of Munich · University of Cambridge +1

  38. Class Unlearning via Depth-Aware Removal of Forget-Specific Directions

    Apr 16, 2026Arman Hatami, Romina Aalishah, Ilya E. MonosovExact UnlearningUnlearning Method

    Johns Hopkins University

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

    Jan 17, 2026Zijie Lou, Xiangwei Feng, Jiaxin Wang +7Video Object RemovalVideo Object Segmentation

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

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

    Dec 25, 2025Sanghyun Jo, Donghwan Lee, Eunji Jung +2Video Object RemovalDiverse Occlusion-And-Revelation Scenarios

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