Multi-View Consistency

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10 papers in the last four weeks, up 43% on the four weeks before. 0.1% of all new papers.

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  1. Every View Counts: View-Consistent Panoptic Quality for Multi-view Panoptic Segmentation

    Oct 5, 2026Youngmin Lee, Byungha Ko, Guhnoo Yun +1Multi-View ConsistencyPanoptic Segmentation

    Korea University · Korea Institute of Science and Technology

  2. HierGF: Hierarchical Gaussian Fields via Geometry-perception Message Passing for Sparse-view 3D Reconstruction

    Oct 1, 2026Bi'an Du, Zhimin Zhang, Daizong Liu +2Multi-View Consistency3D Gaussian Splatting

    Wangxuan Institute of Computer Technology, Peking University, No. 128, Zhongguancun North Street, Beijing, China · Institute for Math & AI, Wuhan University, Wuhan, 430072, China · School of Intelligence Science and Technology, Peking University, Beijing 100871, China

  3. Predicting Multi-View Rashomon Representation: Can We Learn Where Models Disagree?

    Sep 30, 2026Mingyue Ma, Zongbo Han, Changqing Zhang +1Multi-View ConsistencyLLM Reliability

    Beijing University of Posts and Telecommunications · Tianjin University

  4. GeoVerse: World-Consistent Novel View Synthesis in Geometric Latent Space

    Sep 28, 2026Kerui Ren, Tao Lu, Linning Xu +5Multi-View ConsistencyNovel View Synthesis

    Shanghai Jiao Tong University · Shanghai Artificial Intelligence Laboratory · The Chinese University of Hong Kong +3

  5. Adversarial Consistency-Guided Representation Learning for Multi-view Clustering

    Sep 28, 2026Yuchen Lin, Kunpeng Xu, Ying Fang +1Multi-View ConsistencyAdversarial Representation Learning

    School of Computer and Cyber Security, Fujian Normal University, Fuzhou 350000, China · Digital Fujian Internet-of-Things Laboratory of Environmental Monitoring, Fujian Normal University, Fuzhou 350000, China · School of Computer Science, McGill University, Montreal H3A 2A7, Quebec, Canada

  6. CoDrive: Cross-Vehicle World-Consistent Video Generation with Precise Trajectory Control for Cooperative Driving

    Sep 28, 2026Yu Meng, Baining Zhao, Junta Wu +10Multi-View ConsistencyCamera-Controlled Video Generation

    Tsinghua University · Tencent Hunyuan · Zhongguancun Academy

  7. SAM-V: Geometry-Aware Segment Anything for Multi-View Instance Segmentation

    Sep 21, 2026Jiangshan Gong, Yuqun Wu, Qiqian Fu +4Multi-View ConsistencyInstance Segmentation

    University of Illinois at Urbana-Champaign · Meta

  8. NOVA-GS: Noise-Aware View-Consistent Gaussian Splatting for Low-Light Novel View Synthesis

    Sep 14, 2026Shaurya Pavan A, Vemunuri Divya Madhuri, Yash Pradeep Gawande +1Multi-View Consistency3D Gaussian Splatting

    Indian Institute of Technology Madras

  9. SceneHI: High-Resolution 3D-Consistent Scene Texturing with Controllable Illumination

    Sep 9, 2026Athanasios Tragakis, Marco Aversa, Daniela Ivanova +4Multi-View Consistency3D Scene Generation

    University of Glasgow, Glasgow, United Kingdom · Independent Researcher, Switzerland

  10. StreetDiff: Multi-view Street Scenes Generation via Cross-view Consistent Multi-view Stable Diffusion with Structure Prompts

    Sep 9, 2026Qi Zhang, Yanyifan Wang, Weiyuan Zhang +1Multi-View Consistency3D Scene Generation

    College of Computer Science and Software Engineering, Shenzhen University, China

  11. When Semantically Consistent Encoding Meets View-Label Heterogeneity Modeling: A Unified Framework for Incomplete Multi-View Multi-Label Learning

    Sep 7, 2026Chengliang Liu, Bo Li, Bob Zhang +3Multi-View ConsistencyMulti-Label Classification

    PAMI Research Group, Department of Artificial Intelligence, University of Macau, Macau · PAMI Research Group, Department of Artificial Intelligence, and Centre for Artificial General Intelligence, Institute of Artificial Intelligence and Brain Sciences, University of Macau, Macau · School of Computer Science and Technology, Beijing Institute of Technology, Beijing 100811, China +2

  12. Multi-View Reflective Surface Inspection via Semantic-Saliency Cross-Verification

    Aug 31, 2026Van-Giang Nguyen, Thanh-Tuan Tran, Xuan-Hieu Phan +1Multi-View ConsistencyIndustrial Anomaly Detection

    University of Engineering and Technology, Vietnam National University, Hanoi 10000, Vietnam.

  13. DReSG: Diffusion Residuals for Stylized Gaussian Splatting

    Aug 29, 2026Zhongliang Liu, Wenjie Liu, Yang LiMulti-View Consistency3D Gaussian Splatting

    School of Software Engineering, East China Normal University, Shanghai, China · School of Computer Science and Technology, East China Normal University, Shanghai, China · School of Intelligent Interaction, East China Normal University, Shanghai, China

  14. DDMS: Discriminative Distillation of Multi-view Foundational Features into Single-view Models

    Aug 24, 2026Jeong-gi Kwak, Sho Kagami, Yuki Ono +1Multi-View ConsistencyVisual Representation Learning

    University of British Columbia · Sony Semiconductor Solutions Corporation · Sony Corporation

  15. GeoCache: Training-Free Acceleration of Multi-View Texture Diffusion via Geometric Delta Transport

    Aug 13, 2026Haotang Li, Zhenyu Qi, Shaohan Henry Wang +6Multi-View ConsistencyGenerative Modeling

    Department of Eletrical and Computer Engineering, University of Arizona, Tucson, AZ · Department of Computer Science, East Carolina University, Greenville, NC · Department of Computer Engineering and Computer Science,California State University, Long Beach, CA +1

  16. Self-Geometry: GT-Free and Plug-and-Play Test-Time Adaptation for Geometrically Consistent 3D Vision Foundation Models

    Aug 11, 2026Seokhyun Youn, Dahyeon Kye, Sung-Ho Bae +1Multi-View ConsistencyMulti-View Geometry

    1CMLab, Chung-Ang University · 2Kyung Hee University

  17. CasDeblurGS: Cascaded 2D-to-3D Multi-View Consistency for 3D Gaussian Splatting from Two Blurry Images

    Aug 11, 2026Haeyun Choi, Minhyuk Jang, I-Gil KimMulti-View Consistency3D Gaussian Splatting

    University of Virginia, Charlottesville, VA, USA · KT R&D Center · KT R&D Center, Seoul, Republic of Korea

  18. Warp-free Cross-view Geo-localization via Feature-space Consensus Mining

    Aug 10, 2026Zhuo Song, Lian Xu, Runqing Jiang +4Multi-View ConsistencyCross-View Geo-Localization

    Sun Yat-sen University, Shenzhen, China · The University of Western Australia, Perth, Australia

  19. Cross-View Action Consistency for Camera-Robust Vision-Language-Action Policies

    Aug 7, 2026Bingqi Huang, Bingchuan Wei, Xuan Wang +2Multi-View ConsistencyVision-Based Robot Control

    Tsinghua University · Informatics Institute, University of Amsterdam & Faculty of Science, Vrije Universiteit Amsterdam

  20. MASS: Multiplayer World Models with Authoritative Shared State

    Aug 6, 2026Ziqi Cai, Siqi Yang, Yimu Wang +6Multi-View ConsistencyWorld Model Learning

    1Alaya Lab 2Peking University 3Institute of Science Tokyo

  21. SEAM: Global consistency beyond local accuracy in scientific machine learning

    Aug 6, 2026Gnankan Landry Regis N'guessan, Bum Jun KimMulti-View ConsistencyExplainable Artificial Intelligence

    Axiom Research Group · Department of Applied Mathematics and Computational Science, The Nelson Mandela African Institution of Science and Technology, 404 Nganana, Kikwe, Arumeru, P.O. Box 447, Arusha, 23311, Tanzania · African Institute for Mathematical Sciences, Research and Innovation Centre, KN 3 Road, Gasharu Cell, Kicukiro Sector, Kicukiro District, Kigali, Rwanda +1

  22. Consistency-Driven Co-Evolution for Self-Supervised Cross-Representation Learning

    Aug 5, 2026Xuehang Guo, Pengyuan Li, Tom Hope +3Multi-View ConsistencyRepresentation Learning

    William & Mary · IBM · Allen Institute for AI +2

  23. Multi-View Unified Camera Fields: Geometry-Shaped Action-Facing Representations for RGB-Only Multi-Camera VLA Policies

    Aug 3, 2026Jiarui Yang, Yehao Lu, Yuning Su +9Multi-View ConsistencyRobotic Manipulation

    1The Hong Kong University of Science and Technology (Guangzhou) · 2Zhejiang University · 3Simon Fraser University +2

  24. OC-VLA++: Monocular Geometry-Guided Cross-View Consistency for Viewpoint-Robust Robotic Manipulation

    Aug 2, 2026Tianyi Zhang, Ziyang Gong, Zhenjie Yang +2Multi-View ConsistencyGeneralization in Robotic Manipulation

    Zhejiang University · Shanghai Jiao Tong University · The University of Hong Kong +2

  25. CrossProjection: Geometric Grounding Beyond Viewpoint Change in Architectural Drawings

    Aug 1, 2026Kaho Li, Pengyu Zeng, Yuqin Dai +3Multi-View ConsistencyVision-Language Grounding

    Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, China · UCL Institute for Environmental Design and Engineering, The Bartlett School of Environment, Energy and Resources, University College London, London, UK

  26. DAS-PMVC: A Framework for Partial Multi-View Clustering via Dual Alignment and Structure Enhancement

    Jul 30, 2026Shubin Ma, Liang Zhao, Chuanye He +4Multi-View ConsistencyMulti-View Learning

    Dalian University of Technology Dalian, Liaoning, China · Inspur Group Co., Ltd. Jinan, Shandong, China · China University of Mining and Technology Xuzhou, Jiangsu, China +1

  27. Detecting Knowledge Inconsistencies Across Text, Tables, and Knowledge Graphs

    Jul 28, 2026Fanfu Wei, Thibault Ehrhart, Raphaël TroncyMulti-View ConsistencyFactual Consistency Evaluation

    EURECOM, France

  28. XGRVFL-MV: Residual-Coupled Graph-Embedded Multi-View Random Vector Functional Link Network with FleXi Guardian Loss

    Jul 25, 2026Yogesh Kumar, Mudasir GanaieMulti-View ConsistencyMulti-View Learning

    Department of Computer Science and Engineering, Indian Institute of Technology Ropar, Rupnagar, 140001, Punjab, India

  29. 3D-GIMP: When 3D Gaussian Inpainting Meets PatchMatch

    Jul 22, 2026Xuening Tian, Dieter Schmalstieg, Shohei MoriMulti-View Consistency3D Gaussian Splatting

    University of Stuttgart Stuttgart, Germany

  30. Look Before You Edit: Attention-Guided Camera Placement and Multi-View Alignment for 3D Gaussian Splatting Editing

    Jul 22, 2026Jaeyeon Park, Taeho Kang, Youngki LeeMulti-View Consistency3D Gaussian Splatting

    Seoul National University, South Korea