3D Diffusion Models

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14 papers in the last four weeks, up 250% on the four weeks before. 0.1% of all new papers.

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  1. DecomVoxel: Harnessing 3D-Native Priors with Guided In-situ Denoising Optimization for Decompositional Scene Reconstruction

    Oct 1, 2026Junfeng Ni, Zirui Zhou, Yixin Chen +53D Reconstruction3D Mesh Reconstruction

    Tsinghua University, State Key Laboratory of General Artificial Intelligence, BIGAI, China · Peking University, China

  2. BTC3D: Blended Tile Conditioning for Detail-Enhancing Image-to-3D Generation

    Sep 30, 2026Junyu Li, Qiuyu Chen, Pengcheng Wang +5Diffusion Model Guidance3D Diffusion Models

    City University of Hong Kong (Dongguan) · SB Intuitions Corp. · Universitat Autònoma de Barcelona

  3. 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

  4. Does Native 3D Texture Generation Necessarily Require 3D Assets for Training?

    Sep 28, 2026Jiangshan Wang, Zeqiang Lai, Jiayi Guo +63D Asset Generation3D Diffusion Models

    MMLab, CUHK · Tencent Hunyuan · Tsinghua University +3

  5. EMERGE: Resolution-Agnostic Point Cloud Generation with Equivariant Graph-Based Diffusion

    Sep 22, 2026Ilias Mitsouras, Nikolaos Chaidos, Giorgos Stamou +1Graph Neural NetworksEquivariant Neural Networks

    National Technical University of Athens Athens, Greece

  6. ZVeC: A Zero-Shot Framework for Instance-Level Vehicle Extraction and Generative Point Cloud Completion

    Sep 21, 2026Daisy Li, Kyle Gao, Quanyun Wu +3Point Cloud Completion3D Scene Completion

    University of Waterloo · Karlsruhe Institute of Technology

  7. Learning Foresight without Explicit Trajectories for 3D Diffusion Policies

    Sep 17, 2026Zhongbo Zhang, Zaibin Zhang, Yifan Wang +3Robot Policy LearningDiffusion Policy

    Dalian University of Technology

  8. GS-PI: An Optimization-Decoupled Appearance Decomposition Approach for Generating PBR Gaussian Assets

    Sep 17, 2026Jieting Xu, Rengan Xie, Zijian Huang +3Inverse Rendering3D Gaussian Splatting

    State Key Laboratory of CAD&CG, Zhejiang University, China

  9. LIFD: Anchored Diffusion for 3D-Aware Scene Memory in Robotic Manipulation

    Sep 17, 2026Wenbo Li, Yiteng Chen, Wenhao Li +1Robotic Manipulation3D Scene Representation

    School of Software Engineering, South China University of Technology

  10. 3D CT-to-PET Translation via Latent Brownian Bridge Diffusion

    Sep 14, 2026Sarita Mourya, Francesco Di Feola, Pierangelo Veltri +1PET/CT ImagingMedical Image Synthesis

    Department of Medical and Surgical Sciences, Universit`a ”Magna Græcia” di Catanzaro Catanzaro, Italy · Department of Diagnostics and Intervention, Radiation Physics, Biomedical Engineering, Ume˚a University, Sweden · Department of Computer Science, Modeling, Electronics and Systems Engineering (DIMES) University of Calabria, Italy +1

  11. ReconPlusGen: Injecting Reconstruction Prior into Multi-view 3D Generation through Noise Inversion and Modulation

    Sep 11, 2026Jiarui Liu, Heng Li, Weiyu Li +73D Shape Generation3D Diffusion Models

    HKUST · LightIllusions · BYD +1

  12. Geometry Without Coordinates: LiDAR Diffusion as a 3D Feature Bridge

    Sep 9, 2026Samed Doğan, Nico Leuze, Alfred Schöttl3D Semantic SegmentationTransfer Learning

    Department of Electrical Engineering and Information Technology Munich University of Applied Sciences Munich, Bavaria 80335

  13. PocketVE: Stable and Property-Guided Structure-Based Drug Design with Variance-Exploding Diffusion

    Sep 8, 2026Peining Zhang, Jinbo BiDiffusion Model GuidanceStructure-Based Drug Design

    University of Connecticut Storrs, Connecticut 06269, USA

  14. Flow3D-OPD: Multi-Teacher On-Policy Distillation for 3D Geometry Generation with Flow-Matching Diffusion Transformer

    Sep 7, 2026Zhiwei Ning, Zhen Zhou, Puhua Jiang +73D Mesh GenerationDiffusion Model Distillation

  15. GridFlow: Structured Latent Flow for Seamless City-Scale 3D Point Cloud Generation

    Aug 30, 2026Xinyu Wang, Muhammad Ibrahim, Atif Mansoor +13D Scene GenerationPoint Cloud Generation

    The University of Western Australia, Perth, WA 6009, Australia

  16. AnaDiffusion: Anatomically CompositionalLatent Diffusion for Controllable 3D Brain MRI Generation

    Aug 24, 2026Huiwen Han, Lulin Liu, Bangya Liu +8Compositional Image GenerationMedical Image Synthesis

    Stanford University · Texas A&M University · University of Minnesota +4

  17. SCULPT: Subtractive Composition for 3D Part Generation

    Aug 13, 2026Sikuang Li, Chen Yang, Jiemin Fang +5Part-Level 3D Generation3D Asset Generation

    Shanghai Jiao Tong University · This work was done during an internship at Huawei. · Huawei

  18. TGRHuman: Text-Guided Realistic 3D Human Generation via Diffusion Renderer

    Aug 12, 2026Muxin Zhang, Chaohui Yu, Yuanwang Yang +33D Avatar GenerationText-to-3D Generation

    Tianjin University, Tianjin, 300350, China · Independent Scholar, Beijing, 100080, China

  19. SUMI: Scalable Unified Model for 3D Point Cloud Inference

    Aug 8, 2026Yanlong LI, Kanchana ThilakarathnaPoint Cloud Completion3D Shape Completion

  20. Ordered Diffusion for 3D Human Registration

    Aug 6, 2026Mattia Masiero, Ilya A. Petrov, Daniel Cremers +2Point Cloud Registration3D Diffusion Models

    University of Tübingen, Germany · Tübingen AI Center, Germany · Technical University of Munich, Germany +2

  21. EditFlow3D: Automated Local Editing of 3D Assets with Trajectory Preservation

    Aug 4, 2026Rui Nie, Chuang Wang, Haitao Zhou +43D Shape Editing3D Diffusion Models

    Beihang University · Bambu Lab · Shanghai Jiao Tong University

  22. Hunyuan3D-Buffalo 1.0: A Unified Multimodal Model for Scalable 3D Generation, Understanding, and Editing

    Aug 3, 2026Junliang Ye, Kenkun Liu, Guocun Wang +133D Foundation ModelsPart-Level 3D Generation

    Tencent Hunyuan

  23. PartMat: Material-Aware 3D Part Decomposition with a Single Global Latent

    Aug 3, 2026Guangming Fu, Jin Song, Yiyun Fei +3Part-Level 3D Generation3D Asset Generation

    1Nankai University, China · 2Alibaba Group, China

  24. ROAD: Reciprocal-Objective Alignment of Discriminative Semantics for 3D Shape Generation

    Jul 30, 2026Xiao Luo, Mingyang Du, Xin Zhou +5Diffusion Model Alignment3D Shape Generation

    Huazhong University of Science and Technology, China · 2Megvii, China · 3Zhejiang University, China +1

  25. ProgFormer: Hierarchical Voxel Diffusion Transformer for Longitudinal Brain MRI Prediction

    Jul 30, 2026Dexuan Ding, Yuankai Qi, Luping Zhou +3Diffusion TransformerLongitudinal Medical Image Analysis

    Macquarie University · University of Sydney · University of California Merced

  26. UMI3D: Robust 3D Generation on Unconstrained Multi-Image Inputs via Simultaneous Focus Cross-Attention Routing

    Jul 27, 2026Zefan Qu, Zhenwei Wang, Gerhard Petrus Hancke +13D Foundation ModelsCross-Attention

    Department of Computer Science City University of Hong Kong

  27. Physics-Guided Generative AI for Property-Targeted 3D Porous Media Design

    Jul 27, 2026Peng WangGenerative ModelingConditional Generative Modeling

    Centre for Vision, Speech and Signal Processing (CVSSP), University of Surrey, Guildford, UK

  28. Scene-SAM3D: Multi-View Scene Asset Generation Without Fine-Tuning

    Jul 18, 2026Yuqi Zhang, Yadan Luo, Xiangyu Sun +33D Asset Generation3D Scene Generation

    The University of Queensland · Shanghai AI Laboratory · East China Normal University

  29. TCAM-Diff: Triplane-Aware Cross-Attention Medical Diffusion Model

    Jul 15, 2026Zhenkai Zhang, Krista A. Ehinger, Tom Drummond3D Medical ImagingMedical Image Synthesis

    School of Computing and Information Systems, The University of Melbourne · The University of Melbourne

  30. Nexus: Native Mesh Generation with Diffusion

    Jul 15, 2026Hanxiao Wang, Ying-Tian Liu, Yuan-Chen Guo +53D Mesh Generation3D Shape Generation

    MAIS, Institute of Automation, Chinese Academy of Sciences; School of Artificial Intelligence, University of Chinese Academy of Sciences, China · VAST, China · Tsinghua University, China +1

  31. DiffGI: Differentiable Geometry Images for High-Fidelity Thin-Shell 3D Generation

    Jul 15, 2026Eungjune Shim, Hansol Lee, Eunjung Ju3D Mesh Generation3D Shape Generation

    CLO Virtual Fashion Inc., South Korea

  32. EquiFusion: Kinematics-Agnostic Human Motion Prediction via Equivariant Latent Diffusion

    Jul 13, 2026Cecilia Curreli, Florian Hofherr, Dominik Muhle +3Equivariant Neural NetworksHuman Motion Prediction

    Technical University of Munich, Munich, Germany · Munich Center for Machine Learning, Munich, Germany

  33. 3D Scene Graph Prediction: Generating Hierarchical Models from Partially Observed Environments

    Jul 12, 2026Siyi H, Jared Strade, Hyungtae Lim +13D SGG3D Scene Layout Generation

    Laboratory for Information & Decision Systems (LIDS), Massachusetts Institute of Technology, Cambridge, MA 02139, USA. · Department of Electrical and Computer Engineering, Oakland University, Rochester, MI 48309, USA.

  34. SynCity 3000: Bootstrapping Scene-Scale 3D Diffusion

    Jul 6, 2026Paul Engstler, Iro Laina, Christian Rupprecht +13D Scene Generation3D Scene Layout Generation

    Visual Geometry Group, University of Oxford

  35. PixWorld: Unifying 3D Scene Generation and Reconstruction in Pixel Space

    Jul 6, 2026Sensen Gao, Zhaoqing Wang, Qihang Cao +33D ReconstructionPixel-Space Diffusion Models

    Nanyang Technological University · AISphere

  36. PointDiT: Pixel-Space Diffusion for Monocular Geometry Estimation

    Jul 2, 2026Haofei Xu, Rundi Wu, Philipp Henzler +7Diffusion TransformerMonocular 3D Reconstruction

    Google · ETH Zurich · University of Tübingen, Tübingen AI Center +3

  37. Rethinking 3D Shape Generation: Diffusion over Superquadrics

    Jun 8, 2026Zhiyang Liu, Wanze Li, Yuwei Wu +43D Shape Generation3D Diffusion Models

    Advanced Robotics Centre, National University of Singapore · College of Design and Engineering, National University of Singapore · Engineering Systems and Design, Singapore University of Technology and Design

  38. PatchScene: Patch-based Voxel Diffusion for Large-Scale Scene Completion

    Jun 2, 2026Qingdong Xu, Jiajun Zhu, Shilin Zhu +43D ReconstructionAutonomous Driving Perception

    1MEGVII Technology · 2Qianli Technology · 4Northeastern University, China +2

  39. Uncertainty-Calibrated Diffusion for Reliable 3D Molecular Graph Generation

    Jun 1, 2026Fang Wan, Jingxiang Qu, Yi LiuDiffusion SamplingMolecular Graph Generation

    State University of New York at Stony Brook

  40. Structural Energy Guidance for View-Consistent Text-to-3D Generation

    May 19, 2026Qing Zhang, Jinguang Tong, Jing Zhang +2Multi-View ConsistencyDiffusion Model Guidance

    Australian National University, Canberra, 2601, ACT, Australia. · CSIRO, Canberra, 2601, ACT, Australia. · The University of Hong Kong, Hong Kong SAR.

  41. Img2CADSeq: Image-to-CAD Generation via Sequence-Based Diffusion

    May 13, 2026Shiyu Tan, Zixuan Zhao, Hao Gao +33D Asset GenerationParametric CAD Modeling

    School of Software, Tsinghua University, China

  42. Probability-Flow Distillation: Exact Wasserstein Gradient Flow for High-Fidelity 3D Generation

    May 9, 2026Rohith Ramanan, A. N. RajagopalanDiffusion Model DistillationWasserstein Gradient Flows

    Department of Physics Indian Institute of Technology Madras · Department of Electrical Engineering Indian Institute of Technology Madras

  43. DVD: Discrete Voxel Diffusion for 3D Generation and Editing

    May 8, 2026Zhengrui Xiang, Jiaqi Wu, Fupeng Sun +23D Shape Editing3D Shape Generation

    Imperial College London · Math Magic, Hitem3D · Math Magic

  44. Hyper-DP3: Frequency-Aware Right-Sizing of 3D Diffusion Policies for Visuomotor Control

    May 2, 2026Jinhao Zhang, Zhexuan Zhou, Huizhe Li +5Visuomotor Policy LearningDiffusion Policy

    Harbin Institute of Technology, Shenzhen · Shanghai Jiao Tong University

  45. InpaintSLat: Inpainting Structured 3D Latents via Initial Noise Optimization

    May 1, 2026Jaeyoung Chung, Suyoung Lee, Kyoung Mu LeeLatent Diffusion ModelsImage Inpainting

    Seoul National University, Seoul, South Korea.

  46. Pose-Aware Diffusion for 3D Generation

    May 1, 2026Zihan Zhou, Luxi Chen, Jingzhi Zhou +43D Asset Generation3D Scene Generation

    Gaoling School of AI, Renmin University of China · VCIP, School of Computer Science, Nankai University · THU-Bosch MLCenter, Tsinghua University +1

  47. REVIVE 3D: Refinement via Encoded Voluminous Inflated prior for Volume Enhancement

    Apr 30, 2026Hankyeol Lee, Wooyeol Baek, Seongdo Kim +13D Asset Generation3D Diffusion Models

    Yonsei University

  48. GenAssets: Generating in-the-wild 3D Assets in Latent Space

    Apr 24, 2026Ze Yang, Jingkang Wang, Haowei Zhang +33D Asset GenerationLatent Diffusion Models

    Waabi · University of Toronto

  49. VS-DDPM: Efficient Low-Cost Diffusion Model for Medical Modality Translation

    Apr 24, 2026Nikoo Moradi, Gijs Luijten, Behrus Hinrichs-Puladi +4Image-to-Image Translation3D Medical Imaging

    Institute for Artificial Intelligence in Medicine (IKIM), Essen University Hospital (AöR), University of Duisburg-Essen, Essen, Germany · Institute of Computer Graphics and Vision, Graz University of Technology, Inffeldgasse 16, Graz, 8010, Austria · Center for Virtual and Extended Reality in Medicine (ZvRM), University Hospital Essen (AöR), Essen, Germany +7

  50. Dream-Cubed: Controllable Generative Modeling in Minecraft by Training on Billions of Cubes

    Apr 22, 2026Tim Merino, Sam Earle, Ryunosuke Iwai +23D Scene Generation3D Shape Generation

    New York University · Sakana AI

  51. VecSet-Edit: Unleashing Pre-trained LRM for Mesh Editing from Single Image

    Feb 4, 2026Teng-Fang Hsiao, Bo-Kai Ruan, Yu-Lun Liu +13D Shape Editing3D Diffusion Models

    National Yang Ming Chiao Tung University, Taiwan

  52. MedForj: An open, large-scale foundational generative prior for high-resolution 3D brain MRI

    Oct 29, 2025Samuel W. Remedios, Aaron Carass, Jerry L. Prince +1Flow MatchingHealthcare

    Image Analysis and Communications Laboratory, Johns Hopkins University · Department of Neurology, Johns Hopkins Hospital