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

  31. PC-Seg: Progressive Cross-View Consistency for 3D OCT Segmentation from Sparse 2D Annotations

    Jul 20, 2026Tsubasa Konno, Takahiro Ninomiya, Yukun Zhou +6Multi-View ConsistencyOptical Coherence Tomography

    Graduate School of Information Sciences, Tohoku University, Japan · Department of Ophthalmology, Graduate School of Medicine, Tohoku University · Institute of Ophthalmology, University College London, UK +3

  32. HarmoHOI: Harmonizing Appearance and 3D Motion for Multi-view Hand-Object Interaction Synthesis

    Jul 19, 2026Lingwei Dang, Juntong Li, Zonghan Li +5Multi-View ConsistencyMulti-View Video Generation

    South China University of Technology, Guangzhou, China · Beijing Normal University, Beijing, China · Tsinghua University, Beijing, China +1

  33. Hallo4D: Multi-Modal Hallucination Mitigation for Consistent Spatio-Temporal Generation

    Jul 14, 2026Hongbo Wang, Huaibo Huang, Jie Cao +3Multi-View Consistency3D Scene Generation

    MAIS&NLPR, Institute of Automation, Chinese Academy of Science, Beijing, 100190, China · University of Chinese Academy of Sciences, Beijing, 101408, China · Shanghaitech University, Shanghai, 201210, China

  34. More Than Where You Are: Learning Semantics, Structure, and Geometry from Cross-View Localization

    Jul 14, 2026Mao Chen, Xiangkai Zhang, Zhiyong Liu +2Multi-View ConsistencyMulti-View Geometry

    State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, and also with the School of Artificial Intelligence, University of Chinese Academy of Sciences · Beijing Aerospace Control Center

  35. MetaView: Monocular Novel View Synthesis with Scale-Aware Implicit Geometry Priors

    Jul 13, 2026Yufei Cai, Xuesong Niu, Hao Lu +3Multi-View ConsistencyNovel View Synthesis

    Nanyang Technological University · Kolors Team, Kuaishou Technology · The Hong Kong University of Science and Technology (Guangzhou)

  36. MAC-Splat: Multi-Attribute Consistency for High-Fidelity Sparse-View Reconstruction

    Jul 12, 2026Jinqian Yang, Yichen Wu, Wanhua Li +4Multi-View Consistency3D Gaussian Splatting

    Xidian University, China · Harvard University, USA · Nanyang Technological University, Singapore +2

  37. SPORT: Structure-Aware Prototype Disentanglement for Incomplete Multi-View Clustering

    Jul 11, 2026Yaoyuan Guo, Zhibin Gu, Songhe Feng +2Multi-View ConsistencyDisentangled Representation Learning

    College of Computer and Cyberspace Security, Hebei Normal University, Shijiazhuang 050024, China · Department of Statistics and Data Science, Southern University of Science and Technology, Shenzhen 518055, China · Key Laboratory of Tibetan Information Processing, Ministry of Education, Qinghai Normal University, Xining 810008, China +2

  38. Decoupled Illumination Priors for Spatially Controllable Multi-View Indoor Scene Relighting

    Jul 9, 2026Chenjian Gao, Linning Xu, Tianfan XueMulti-View ConsistencyImage Relighting

    Multimedia Laboratory, The Chinese University of Hong Kong · Shanghai AI Laboratory · CPII under InnoHK

  39. Mixture of Enhanced-View Experts for Multi-Query Vehicle ReID and A Large-Scale Benchmark

    Jul 9, 2026Aihua Zheng, Jie Zhen, Chenglong Li +2Multi-View ConsistencyMulti-View Learning

    Information Materials and Intelligent Sensing Laboratory of Anhui Province, Anhui Provincial Key Laboratory of Multimodal Cognitive Computation, School of Artificial Intelligence, Anhui University. Hefei, 230601, China · Anhui Provincial Key Laboratory of Multimodal Cognitive Computation, School of Artificial Intelligence, Anhui University. Hefei, 230601, China · School of Artificial Intelligence, Anhui University of Science and Technology, Hefei 232001, China +1

  40. Straight-Path Flow Matching for Incomplete Multi-View Clustering

    Jul 7, 2026Yiteng Yuan, Junyan Wang, Zheyuan Liu +4Missing-Modality LearningMulti-View Consistency

    School of Software Engineering, Huazhong University of Science and Technology, Wuhan, China · Australian Institute for Machine Learning, Adelaide University, Adelaide, Australia · University of Auckland, Auckland, New Zealand +2

  41. MAC-XA: Multi-view Anatomy-Correspondence Fusion for Coronary Stenosis Reporting from X-ray Angiography

    Jul 7, 2026Chen Jia, Baochang Zhang, Fatia Kusuma Dewi +4Radiology Report GenerationMulti-View Consistency

    Computer Aided Medical Procedures, Technical University of Munich, Munich, Germany · relAI – Konrad Zuse School of Excellence in Reliable AI, Munich, Germany · German Heart Center Munich, Munich, Germany +3

  42. MV-Forcing: Long Multi-View Video Generation via 4D-Grounded Spatio-Temporal Self-Forcing

    Jul 6, 2026Gal Fiebelman, Hadar Averbuch-Elor, Sagie BenaimMulti-View ConsistencyVideo Diffusion Models

    The Hebrew University of Jerusalem · Cornell University

  43. UniSpine-GS: An Efficient Physics-Aware Gaussian Framework for Cross-Modality Multi-view Spine Image Synthesis

    Jul 6, 2026Qiuhua Chen, Changning Yu, Na Huang +2Multi-View Consistency3D Gaussian Splatting

    School of Computer Science, Wuhan University, Wuhan, China · The Department of Ultrasound of Renmin Hospital East Branch of Wuhan University, Wuhan, China · Institute of Artificial Intelligence, Wuhan University, Wuhan, China +2

  44. NeoMap: Training-free Novel-View Synthesis from Single Images and Videos

    Jul 2, 2026Jinxi Li, Tianyi Zhang, Yafei Yang +4Multi-View ConsistencyVideo Diffusion Models

    Shenzhen Research Institute, The Hong Kong Polytechnic University · vLAR Group, The Hong Kong Polytechnic University

  45. Consistent Scene Understanding in 3D Gaussian Splatting via Multi-Cue Mask Refinement

    Jul 2, 2026Hyunjoon Park, Donghyeon ChoMulti-View Consistency3D Gaussian Splatting

    Department of Computer Science, Hanyang University, Seoul, South Korea

  46. Pano2World: End-to-End 3D Generation via Unified Multi-View Sequences

    Jul 1, 2026Zhenjia Li, Jinrang Jia, Yifeng ShiMulti-View Consistency3D Gaussian Splatting

    Ke Holdings Inc. Beijing, China

  47. GADA: Geometry-Aware Deformable Aggregation for Image-Based Gaussian Splatting

    Jul 1, 2026Siwoo Lim, Sunjae Yoon, Gwanhyeong Koo +1Multi-View Consistency3D Gaussian Splatting

    Korea Advanced Institute of Science and Technology (KAIST), Republic of Korea · Chung-Ang University, Republic of Korea

  48. Learning Structurally Consistent Representations for Multi-View Radar Semantic Segmentation

    Jun 30, 2026Ali Zia, Muhammad Umer Ramzan, Abdelwahed Khamis +2Multi-View ConsistencyMulti-View Learning

    School of Computing, Engineering and Mathematical Sciences, La Trobe University, Melbourne, Australia · La Trobe Institute for Sustainable Agriculture & Food (LISAF), Australia · School of Engineering and Applied Sciences, GIFT University, Pakistan +1

  49. Seeing Through Multiple Views: Parameter-Efficient Fine-Tuning via Selective Neurons for Consistent Radiology Report Generation

    Jun 30, 2026Yucheng Chen, Jinjing Zhu, Yang Yu +7Radiology Report GenerationMulti-View Consistency

    MedVisAI Lab · Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore · Centre of AI in Medicine, Singapore +3

  50. StereoGS: Sparse-View 3D Gaussian Splatting via Stereo Priors

    Jun 29, 2026Wenhao Yuan, Yiyuan Ge, Deli CaiMulti-View Consistency3D Gaussian Splatting

    South China University of Technology, China

  51. Variance Reduction on the Camera Axis: Multi-View Score Distillation for 3D

    Jun 29, 2026Marian Lupascu, Mihai Sorin Stupariu, Ionut MironicaMulti-View ConsistencyGenerative Modeling

    Department of Computer Science, University of Bucharest, Romania · Adobe Research

  52. Consistency as Inductive Bias: Learning Cross-View Invariance for Robust Multimodal Reasoning

    Jun 29, 2026Xin Zou, Haolin Deng, Yibo Yan +6Multi-View ConsistencyMultimodal Robustness

    HKUST (GZ) · HKUST · UIC +1

  53. Ground4D: Consistency-Aware 4D Reconstruction from Monocular Video

    Jun 27, 2026Qing Zhao, Weijian Deng, Pengxu Wei +1Multi-View Consistency3D Gaussian Splatting

    School of Computer Science and Engineering, Sun Yat-sen University, China · Tsinghua Shenzhen International Graduate School, Tsinghua University, China

  54. MammoFlow: Multiview Mammogram Synthesis with Anatomically Consistent Flow Matching

    Jun 26, 2026Yuexi Du, Leya Barrientos, Laura Sheiman +3Multi-View ConsistencyMammography

    Department of Biomedical Engineering, Yale University · Department of Radiology & Biomedical Imaging, Yale University

  55. AirGroundBench: Probing Spatial Intelligence in Multimodal Large Models under Heterogeneous Multi-View Embodied Collaboration

    Jun 26, 2026Haotian Li, Yida Wang, Leyuan Wang +7Multi-View ConsistencyMultimodal Reasoning

    Beijing University of Posts and Telecommunications · University of Electronic Science and Technology of China · Tsinghua University +1

  56. GeoFace: Consistent Multi-View Face Generation with Geometry-Constrained Diffusion

    Jun 26, 2026Yeji Choi, Jinhyeok Choi, Jaewon Min +3Multi-View Consistency3D Face Reconstruction

    KAIST AI

  57. PanoImager: Geometry-Guided Novel View Synthesis and Reconstruction from Sparse Panoramic Views

    Jun 25, 2026Zhisong Xu, Takeshi OishiMulti-View Consistency3D Gaussian Splatting

    Institute of Industrial Science, The University of Tokyo, Tokyo, Japan

  58. Capacity-Controlled Multi-View Stylization of 3D Gaussian Splatting

    Jun 25, 2026Zhihao Wen, Yixin Yang, Bojian Wu +4Multi-View Consistency3D Gaussian Splatting

    Guangdong Provincial Key Laboratory of Visual Media and Multidimensional Intelligence, CSSE, Shenzhen University, China · Tencent Games, China · The Hebrew University of Jerusalem, Israel +1

  59. MVTrack4Gen: Multi-View Point Tracking as Geometric Supervision for 4D Video Generation

    Jun 24, 2026JoungBin Lee, Jaewoo Jung, Jongmin Lee +8Multi-View ConsistencyCamera-Conditioned Video Generation

    1KAIST AI · 2Sony AI · 3Sony Group Corporation

  60. From Sparse and Imperfect 2D Anchors to Consistent 3D Gaussian Street Scenes: Support-Aware Appearance

    Jun 24, 2026Long Cao, Zhongquan Wang, Jie Li +4Multi-View Consistency3D Gaussian Splatting

    College of Mechanical and Vehicle Engineering, Chongqing University, Chongqing 400044, China