Sparse-View 3D Reconstruction

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17 papers in the last four weeks, up 42% on the four weeks before. 0.2% of all new papers.

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  1. DualDiff3D: Dual Structure-Appearance Diffusion Priors for Reliability-Enhanced 3D Gaussian Splatting

    Sep 1, 2026Qian Wang, Yu Wang, Weiqi Li +43D Gaussian SplattingNovel View Synthesis

    School of Electronic and Computer Engineering, Peking University, Shenzhen, China · Pengcheng Laboratory, Shenzhen, China · Guangdong Provincial Key Laboratory of Ultra High Definition Immersive Media2026 Technology, Shenzhen, China

  2. Surfsvr: 2D Surface Priors as 3D Geometric Regularizers for Sparse Voxel Reconstruction

    Aug 12, 2026Yan Di, Chengxi Li, Yaoxing Wang +73D ReconstructionSparse-View 3D Reconstruction

    HIT (Shenzhen) · Tsinghua University · NWPU +2

  3. Compact Feed-Forward 3D Gaussians via Saliency-Guided Primitive Merging

    Aug 11, 2026Tim-Felix Faasch, Jochen Kall, Cyrill Stachniss3DGS Compression3D Gaussian Splatting

    Bosch Research Hildesheim, Germany · University of Bonn Bonn, Germany · Lamarr Institute for Machine Learning and Artificial Intelligence Bonn, Germany

  4. Visual Geometry Foundation-Aware Gaussians for Single-Frame Surround-View Driving Reconstruction

    Aug 11, 2026Junhong Lin, Jinlong Wang, Xianda Guo +63D Gaussian SplattingMulti-View Geometry

    Guangdong Provincial Key Laboratory of Ultra High Definition Immersive Media Technology, School of Electronic and Computer Engineering, Peking University, Shenzhen 518055, China · Wuhan University, Wuhan, China · Great Wall Motor, China +4

  5. Gaussian Sculpting: End-to-End Controllable Surface Reconstruction via Field Optimization

    Aug 11, 2026Ke Jiaxin, Juncheng Liu, Yi Wang +43D Gaussian Splatting3D Reconstruction

    Dalian University of Technology, China · Massey University, New Zealand · Peking University, China +1

  6. 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

  7. TRACE-GS: On-Policy Trajectory Distillation with Privileged Geometric Conditioning for Sparse-View 3DGS Restoration

    Aug 10, 2026Linlian Jiang, Yuchen Xi, Sadman Rakib Pinon +33D Gaussian SplattingSparse-View 3D Reconstruction

    1Concordia University · 2Mila – Quebec AI Institute · 3Shanghai Jiao Tong University

  8. Scenix: Sparse-View 3D Scene Reconstruction via Executable Scene Programs

    Aug 7, 2026Kai Li, Lutao Jiang, Zhenyang Li +103D ReconstructionSparse-View 3D Reconstruction

    City University of Hong Kong, Hong Kong SAR, China · The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China · The University of Hong Kong, Shenzhen, China +2

  9. BendTwin: Robust Dense-to-Sparse Physical Reconstruction with Bending-Aware Differentiable Spring-Mass Models

    Aug 6, 2026Yixiong Jing, Qi Wang, Lin Chen +6Structural MechanicsSparse-View 3D Reconstruction

    University of Cambridge · Institute of Automation, Chinese Academy of Sciences · Northwestern Polytechnical University +1

  10. CLEAR: Conflict-aware Learning via Evidence-guided Adaptive Routing for Unified Sparse-View 3D Gaussian Super-Resolution

    Aug 3, 2026Hantang Li, Qiang Zhu, Xiandong Meng +23D Gaussian SplattingAdaptive Gaussian Densification

    Harbin Institute of Technology, Shenzhen, China · Pengcheng Laboratory, Shenzhen, China · Harbin Institute of Technology, Harbin, China

  11. DerainSplat: Feed-Forward Clean 3D Gaussian Splatting from Sparse Rainy Views

    Aug 3, 2026Fuzhen Jiang, Changyue Shi, Chuxiao Yang +33D Gaussian SplattingImage Enhancement

    Hangzhou Dianzi University · School of AI for Science, Peking University

  12. Spline-Based Boundary Representations for Sparse View Reconstruction and Simulation Using Isogeometric Analysis

    Jul 28, 2026Davor Dobrota, Vsevolod Skorokhodov, Chenghao Xu +23D ReconstructionParametric CAD Modeling

    Schindler Lab EPFL, Schindler AG, EPFL Innovation Park, Lausanne, 1015, Vaud, Switzerland. · Chair of Numerical Modelling and Simulation, ´Ecole polytechnique f´ed´erale de Lausanne, Station 8, Lausanne, 1015, Vaud, Switzerland. · Intelligent Maintenance and Operating Systems Lab, ´Ecole polytechnique f´ed´erale de Lausanne, Station 18, Lausanne, 1015, Vaud, Switzerland.

  13. FF-ProCams: Feed-Forward Gaussian Splatting for Projector-Camera System

    Jul 20, 2026Ziyao Wang, Yuqi Li, Wenxing Zheng +2Inverse RenderingSparse-View 3D Reconstruction

  14. G2^2SR: Geometric Methods for Fast and Memory-Efficient Gaussian-based Surface Reconstruction

    Jul 16, 2026Dasong Gao, Vivienne Sze, Sertac Karaman3D Gaussian Splatting3D Reconstruction

    Massachusetts Institute of Technology, Cambridge, MA 02139, USA

  15. 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

  16. 4D Human-Scene Reconstruction from Low-Overlap Captures

    Jul 10, 2026Minhyuk Hwang, Sangmin Kim, Seunguk Do +24D ReconstructionDynamic Scene Reconstruction

    Seoul National University, Republic of Korea

  17. Bi-PT: Bidirectional Cross-Attention Point Transformers for Four-Chamber Heart Reconstruction from Sparse Cardiac MRI Data

    Jul 8, 2026Chenchuhui Hu, Shaoming Pan, Leon Axel +1Transformer3D Medical Imaging

    Department of Computer Science and Engineering, University of Texas at Arlington, Arlington, USA · School of Medicine, New York University, New York, NY, USA

  18. Rendering-Aware Bayesian 3D Gaussian Splatting with Native Uncertainty and Adaptive Complexity Control

    Jul 6, 2026Gaoxiang Jia, Vikram Appia, Junzhou Huang +13D Gaussian SplattingActive Perception

    Advanced Micro Devices, Inc. · Dept. of Computer Science and Engineering University of Texas at Arlington · Dept. of Mathematics & Division of Data Science University of Texas at Arlington

  19. WildSplat: Feedforward Gaussian Splatting from Unposed In-the-Wild Images

    Jul 6, 2026Xiyu Zhang, Jingyu Zhuang, Hongjia Zhai +43D Gaussian Splatting3D Reconstruction

    State Key Lab of CAD&CG, Zhejiang University, China · vivo BlueImage Lab, China

  20. 3DMPE: 3D Multi-Perspective Embedding

    Jul 6, 2026Vahan Huroyan, Md Rahat-uz-Zaman, Stephen KobourovMulti-View 3D ReconstructionSparse-View 3D Reconstruction

    Saint Louis University, St. Louis MO 63103, USA · University of Utah · Technical University of Munich

  21. Targeted Structure Completion for Sparse-View 3D Reconstruction in Autonomous Driving

    Jul 6, 2026Guoqing Wang, Pin Tang, Xiangxuan Ren +23D Gaussian Splatting3D Reconstruction

    MoE Key Lab of Artificial Intelligence, Institute of AI, Shanghai Jiao Tong University, Shanghai, China · Central Research Institute, Huawei, Beijing, China

  22. Sparse-View Surface Reconstruction using Gaussian Splatting through High-Confidence Depth Propagation with Normal Priors

    Jul 4, 2026Liang Han, Bangcai Wei, Junsheng Zhou +23D Gaussian SplattingSparse-View 3D Reconstruction

    School of Software, Tsinghua University, Beijing, China · China Telecom · Department of Computer Science, Wayne State University, Detroit, USA

  23. Fast 3D Foundation Model Initialized Gaussian Splatting

    Jul 3, 2026Anurag Dalal, Daniel Hagen, Kjell G. Robbersmyr +13D Gaussian Splatting3DGS Acceleration

    Dep. of Eng. Sciences University of Agder Grimstad, Norway · Top Research Centre Mechatronics University of Agder Grimstad, Norway

  24. The Turning Point of 3D Plant Phenotyping: 3D Foundation Models Enable Minute-to-Second Cross-Crop Reconstruction and Beyond

    Jul 2, 2026Hanyue Jia, Wei Zhou, Wenbo Zhou +33D Foundation ModelsPlant Phenotyping

    Northwest A&F University, Yangling, 712100, China · Huazhong University of Science and Technology, Wuhan, 430074, China · Wuhan Institute of Technology, Wuhan, 430205, China

  25. Bridging 3D Gaussians and Semantic Occupancy for Comprehensive Open-Vocabulary Scene Understanding from Unposed Images

    Jul 2, 2026Hu Zhu, Bohan Li, Xianda Guo +53D Gaussian SplattingOpen-Vocabulary 3D Segmentation

    Department of Computing, The Hong Kong Polytechnic University, Hong Kong, SAR, China · Eastern Institute of Technology, Ningbo, China · Shanghai Jiao Tong University, Shanghai, China +4

  26. Improving Sparse-View 3DGS Generalization via Flat Minima Optimization

    Jul 1, 2026Kangmin Seo, Sangeek Hyun, MinKyu Lee +13D Gaussian SplattingNovel View Synthesis

    Sungkyunkwan University, South Korea

  27. AugSplat: Radiance Field-Informed Gaussian Splatting for Sparse-View Settings

    Jun 30, 2026Lorenzo Lazzaroni, Riccardo Bollati, Daniel Barath +23D Gaussian SplattingSynthetic Data Augmentation

    ETH Zurich · 1Google · 2ETH Zurich

  28. CasaMaestro: Multi-View Panoramas for House-Scale 3D Reconstruction

    Jun 30, 2026Yuzhou Ji, Xiaotian Yang, Zhipeng ZhangPanoramic 3D Reconstruction3D Reconstruction

    AutoLab, School of Artificial Intelligence, Shanghai Jiao Tong University, China

  29. 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

  30. FFAvatar: Feed-Forward 4D Head Avatar Reconstruction from Sparse Portrait Images

    Jun 29, 2026Jianjiang Yao, Ke Xian, Renxiang Dai +13D Gaussian Splatting4D Reconstruction

    School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan 430074, China