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Nießner, Matthias

  1. ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes
    2017/02/14 by Angela Dai, Dai, Angela, Manolis Savva +8 · 678 citations
    Engineering · Computer Science · Earth and Planetary Sciences · #Robotics and Sensor-Based Localization #Advanced Vision and Imaging #3D Surveying and Cultural Heritage
  2. Matterport3D: Learning from RGB-D Data in Indoor Environments
    2017/09/18 by Angela Dai, Chang, Angel, Dai, Angela +14 · 338 citations
    Computer Science · Environmental Science · #Advanced Vision and Imaging #Remote Sensing and LiDAR Applications #Video Surveillance and Tracking Methods
  3. FaceForensics++: Learning to Detect Manipulated Facial Images
    2019/01/25 by Rössler, Andreas, Cozzolino, Davide, Verdoliva, Luisa +3 · 199 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  4. Deep Video Portraits
    2018/05/29 by Hyeongwoo Kim, Pablo Garrido, Kim, Hyeongwoo +17 · 2 voices · 18 citations
    Computer Science · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #cs.AI #cs.CV #cs.GR
  5. ScanNet++: A High-Fidelity Dataset of 3D Indoor Scenes
    2023/08/22 by Chandan Yeshwanth, Yeshwanth, Chandan, Yueh-Cheng Liu +5 · 216 citations
    Computer Science · Earth and Planetary Sciences · Environmental Science · #3D Surveying and Cultural Heritage #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications
  6. ScanRefer: 3D Object Localization in RGB-D Scans using Natural Language
    2019/12/18 by Chen, Dave Zhenyu, Chang, Angel X., Nießner, Matthias · 118 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  7. 3DMatch: Learning Local Geometric Descriptors from RGB-D Reconstructions
    2016/03/27 by Andy Zeng, Shuran Song, Zeng, Andy +9 · 72 citations
    Engineering · Earth and Planetary Sciences · #Robotics and Sensor-Based Localization #3D Surveying and Cultural Heritage #3D Shape Modeling and Analysis
  8. Scan2Cap: Context-aware Dense Captioning in RGB-D Scans
    2020/12/03 by Chen, Dave Zhenyu, Gholami, Ali, Nießner, Matthias +1 · 56 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  9. RIO: 3D Object Instance Re-Localization in Changing Indoor Environments
    2019/08/16 by Wald, Johanna, Avetisyan, Armen, Navab, Nassir +2 · 49 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  10. Neural RGB-D Surface Reconstruction
    2021/04/09 by Dejan Azinović, Azinović, Dejan, Ricardo Martin-Brualla +7 · 53 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  11. MeshGPT: Generating Triangle Meshes with Decoder-Only Transformers
    2023/11/27 by Yawar Siddiqui, Antonio Alliegro, Siddiqui, Yawar +13 · 81 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Machine Learning (cs.LG)
  12. Dynamic Neural Radiance Fields for Monocular 4D Facial Avatar\n Reconstruction
    2020/12/05 by Guy Gafni, Justus Thies, Gafni, Guy +5 · 45 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR)
  13. DiffuScene: Denoising Diffusion Models for Generative Indoor Scene Synthesis
    2023/03/24 by Jiapeng Tang, Yinyu Nie, Tang, Jiapeng +9 · 57 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  14. GaussianAvatars: Photorealistic Head Avatars with Rigged 3D Gaussians
    2023/12/04 by Shenhan Qian, Tobias Kirschstein, Qian, Shenhan +9 · 68 citations
    Computer Science · Engineering · #Face recognition and analysis #Advanced Vision and Imaging #Human Motion and Animation
  15. Text2Room: Extracting Textured 3D Meshes from 2D Text-to-Image Models
    2023/03/21 by Lukas Höllein, Höllein, Lukas, Ang Cao +7 · 44 citations
    Computer Science · Earth and Planetary Sciences · #Computer Graphics and Visualization Techniques #Image Processing and 3D Reconstruction #3D Surveying and Cultural Heritage
  16. Panoptic Lifting for 3D Scene Understanding with Neural Fields
    2022/12/19 by Yawar Siddiqui, Siddiqui, Yawar, Lorenzo Porzi +11 · 38 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics and Sensor-Based Localization
  17. Shape Completion using 3D-Encoder-Predictor CNNs and Shape Synthesis
    2016/12/01 by Angela Dai, Charles R. Qi, Dai, Angela +3 · 26 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  18. Text2Tex: Text-driven Texture Synthesis via Diffusion Models
    2023/03/20 by Dave Zhenyu Chen, Yawar Siddiqui, Chen, Dave Zhenyu +7 · 39 citations
    Computer Science · Engineering · #Computer Graphics and Visualization Techniques #Generative Adversarial Networks and Image Synthesis #3D Shape Modeling and Analysis
  19. Raising the Bar of AI-generated Image Detection with CLIP
    2023/11/30 by Davide Cozzolino, Cozzolino, Davide, Giovanni Poggi +7 · 46 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  20. SceneFormer: Indoor Scene Generation with Transformers
    2020/12/17 by Xinpeng Wang, Wang, Xinpeng, Chandan Yeshwanth +3 · 29 citations
    Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  21. Neural Head Avatars from Monocular RGB Videos
    2021/12/02 by Philip-William Grassal, Grassal, Philip-William, Malte Prinzler +9 · 30 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR)
  22. 3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans
    2018/12/17 by Ji Hou, Hou, Ji, Angela Dai +3 · 26 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Object Detection Techniques #Robotics and Sensor-Based Localization
  23. DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation
    2023/07/04 by Shentong Mo, Mo, Shentong, Enze Xie +11 · 1 voice · 32 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Generative Adversarial Networks and Image Synthesis #cs.AI #cs.CV #cs.LG
  24. Dense Depth Priors for Neural Radiance Fields from Sparse Input Views
    2021/12/06 by Barbara Roessle, Jonathan T. Barron, Roessle, Barbara +7 · 28 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  25. DeepVoxels: Learning Persistent 3D Feature Embeddings
    2018/12/03 by Sitzmann, Vincent, Thies, Justus, Heide, Felix +3 · 21 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  26. ForensicTransfer: Weakly-supervised Domain Adaptation for Forgery Detection
    2018/12/06 by Davide Cozzolino, Cozzolino, Davide, Justus Thies +9 · 27 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences
  27. FaceForensics: A Large-scale Video Dataset for Forgery Detection in Human Faces
    2018/03/24 by Andreas Rössler, Rössler, Andreas, Davide Cozzolino +9 · 25 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
  28. State of the Art on Neural Rendering
    2020/04/08 by Tewari, Ayush, Fried, Ohad, Thies, Justus +16 · 19 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  29. DiffRF: Rendering-Guided 3D Radiance Field Diffusion
    2022/12/02 by Norman Müller, Yawar Siddiqui, Müller, Norman +9 · 25 citations
    Computer Science · Engineering · #Computer Graphics and Visualization Techniques #3D Shape Modeling and Analysis #Generative Adversarial Networks and Image Synthesis
  30. 4DComplete: Non-Rigid Motion Estimation Beyond the Observable Surface
    2021/05/05 by Yang Li, Hikari Takehara, Li, Yang +7 · 18 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Robotics and Sensor-Based Localization
  31. Deferred Neural Rendering: Image Synthesis using Neural Textures
    2019/04/28 by Justus Thies, Michael Zollhöfer, Thies, Justus +3 · 19 citations
    Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Generative Adversarial Networks and Image Synthesis
  32. HyperDiffusion: Generating Implicit Neural Fields with Weight-Space Diffusion
    2023/03/29 by Ziya Erkoç, Erkoç, Ziya, Fangchang Ma +7 · 23 citations
    Computer Science · Physics and Astronomy · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Model Reduction and Neural Networks
  33. Scan2CAD: Learning CAD Model Alignment in RGB-D Scans
    2018/11/27 by Armen Avetisyan, Avetisyan, Armen, Manuel Dahnert +8 · 17 citations
    Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #3D Shape Modeling and Analysis #Robotics and Sensor-Based Localization
  34. ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans
    2017/12/29 by Angela Dai, Dai, Angela, Daniel Ritchie +9 · 16 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  35. Local Implicit Grid Representations for 3D Scenes
    2020/03/19 by Jiang, Chiyu Max, Sud, Avneesh, Makadia, Ameesh +3 · 14 citations
    #Computational Geometry (cs.CG) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  36. LightIt: Illumination Modeling and Control for Diffusion Models
    2024/03/15 by Peter Kocsis, Kocsis, Peter, Julien Philip +7 · 1 voice · 14 citations
    Computer Science · Physics and Astronomy · #Color Science and Applications #cs.CV #cs.GR #cs.LG
  37. Intrinsic Image Diffusion for Indoor Single-view Material Estimation
    2023/12/19 by Peter Kocsis, Vincent Sitzmann, Kocsis, Peter +3 · 25 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #I.2.10 #I.4.8 #Image Enhancement Techniques
  38. Exploring Data-Efficient 3D Scene Understanding with Contrastive Scene Contexts
    2020/12/16 by Ji Hou, Hou, Ji, Benjamin Graham +5 · 14 citations
    Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
  39. 3D-MPA: Multi Proposal Aggregation for 3D Semantic Instance Segmentation
    2020/03/30 by Engelmann, Francis, Bokeloh, Martin, Fathi, Alireza +2 · 13 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  40. BundleFusion: Real-time Globally Consistent 3D Reconstruction using On-the-fly Surface Re-integration
    2016/04/05 by Angela Dai, Dai, Angela, Matthias Nießner +7 · 11 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Augmented Reality Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Robotics and Sensor-Based Localization
  41. Inverse Path Tracing for Joint Material and Lighting Estimation
    2019/03/17 by Azinović, Dejan, Li, Tzu-Mao, Kaplanyan, Anton +1 · 11 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  42. D3Net: A Unified Speaker-Listener Architecture for 3D Dense Captioning and Visual Grounding
    2021/12/02 by Dave Zhenyu Chen, Qirui Wu, Chen, Dave Zhenyu +4 · 14 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  43. Learning Neural Parametric Head Models
    2022/12/06 by Simon Giebenhain, Tobias Kirschstein, Giebenhain, Simon +9 · 18 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
  44. State of the Art on Diffusion Models for Visual Computing
    2023/10/11 by Ryan Po, Po, Ryan, Yifan, Wang +32 · 20 citations
    Mathematics · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Mathematical Biology Tumor Growth
  45. Audio-Visual Person-of-Interest DeepFake Detection
    2022/04/06 by Davide Cozzolino, Cozzolino, Davide, Matthias Nießner +4 · 14 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Face recognition and analysis #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  46. ID-Reveal: Identity-aware DeepFake Video Detection
    2020/12/04 by Cozzolino, Davide, Rössler, Andreas, Thies, Justus +2 · 11 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  47. Panoptic 3D Scene Reconstruction From a Single RGB Image
    2021/11/03 by Manuel Dahnert, Dahnert, Manuel, Ji Hou +5 · 12 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #3D Shape Modeling and Analysis
  48. TransformerFusion: Monocular RGB Scene Reconstruction using Transformers
    2021/07/05 by Aljaž Božič, Pablo Palafox, Božič, Aljaž +7 · 12 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)
  49. DeepDeform: Learning Non-rigid RGB-D Reconstruction with Semi-supervised\n Data
    2019/12/09 by Aljaž Božič, Michael Zollhöfer, Božič, Aljaž +5 · 10 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Optical measurement and interference techniques
  50. VolumeDeform: Real-time Volumetric Non-rigid Reconstruction
    2016/03/27 by Matthias Innmann, Michael Zollhöfer, Innmann, Matthias +7 · 8 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Optical measurement and interference techniques #Robotics and Sensor-Based Localization
  51. MultiDiff: Consistent Novel View Synthesis from a Single Image
    2024/06/26 by Norman Müller, Müller, Norman, K Schwarz +11 · 22 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Satellite Image Processing and Photogrammetry
  52. LinPrim: Linear Primitives for Differentiable Volumetric Rendering
    2025/01/27 by Nicolas von Lützow, Matthias Nießner, von Lützow, Nicolas +1 · 1 voice · 9 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computational Geometry and Mesh Generation #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
  53. PolyDiff: Generating 3D Polygonal Meshes with Diffusion Models
    2023/12/18 by Antonio Alliegro, Yawar Siddiqui, Alliegro, Antonio +5 · 15 citations
    Computer Science · Engineering · Medicine · #3D Shape Modeling and Analysis #Advanced Neuroimaging Techniques and Applications #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  54. 3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation
    2018/03/28 by Angela Dai, Matthias Nießner, Dai, Angela +1 · 7 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  55. ViewDiff: 3D-Consistent Image Generation with Text-to-Image Models
    2024/03/04 by Lukas Höllein, Aljaž Božič, Höllein, Lukas +13 · 16 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction
  56. UniT3D: A Unified Transformer for 3D Dense Captioning and Visual Grounding
    2022/12/01 by Dave Zhenyu Chen, Chen, Dave Zhenyu, Ronghang Hu +6 · 11 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  57. Texturify: Generating Textures on 3D Shape Surfaces
    2022/04/05 by Yawar Siddiqui, Justus Thies, Siddiqui, Yawar +9 · 10 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR)
  58. Scan2Mesh: From Unstructured Range Scans to 3D Meshes
    2018/11/26 by Dai, Angela, Nießner, Matthias · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  59. Learning to Navigate the Energy Landscape
    2016/03/18 by Julien Valentin, Angela Dai, Valentin, Julien +11 · 6 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
  60. ViewAL: Active Learning with Viewpoint Entropy for Semantic Segmentation
    2019/11/26 by Siddiqui, Yawar, Valentin, Julien, Nießner, Matthias · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  61. MonoNPHM: Dynamic Head Reconstruction from Monocular Videos
    2023/12/11 by Simon Giebenhain, Tobias Kirschstein, Giebenhain, Simon +9 · 14 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
  62. When LLMs step into the 3D World: A Survey and Meta-Analysis of 3D Tasks via Multi-modal Large Language Models
    2024/05/16 by Xianzheng Ma, Ma, Xianzheng, Brandon Smart +30 · 15 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Semantic Web and Ontologies
  63. NPMs: Neural Parametric Models for 3D Deformable Shapes
    2021/04/01 by Palafox, Pablo, Božič, Aljaž, Thies, Justus +2 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  64. 3DILG: Irregular Latent Grids for 3D Generative Modeling
    2022/05/27 by Zhang, Biao, Nießner, Matthias, Wonka, Peter · 8 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  65. LT3SD: Latent Trees for 3D Scene Diffusion
    2024/09/12 by Quan Meng, Meng, Quan, Lei Li +5 · 16 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction
  66. SceneCAD: Predicting Object Alignments and Layouts in RGB-D Scans
    2020/03/27 by Avetisyan, Armen, Khanova, Tatiana, Choy, Christopher +3 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  67. Zero-Shot Detection of AI-Generated Images
    2024/09/24 by Davide Cozzolino, Giovanni Poggi, Cozzolino, Davide +5 · 15 citations
    Engineering · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging Techniques and Applications #Medical Imaging and Analysis
  68. StyleMesh: Style Transfer for Indoor 3D Scene Reconstructions
    2021/12/02 by Höllein, Lukas, Johnson, Justin, Nießner, Matthias · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  69. SG-NN: Sparse Generative Neural Networks for Self-Supervised Scene Completion of RGB-D Scans
    2019/11/29 by Angela Dai, Christian Diller, Dai, Angela +3 · 6 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  70. Neural Deformation Graphs for Globally-consistent Non-rigid\n Reconstruction
    2020/12/02 by Aljaž Božič, Pablo Palafox, Božič, Aljaž +9 · 6 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Human Pose and Action Recognition #Machine Learning (cs.LG)
  71. Pri3D: Can 3D Priors Help 2D Representation Learning?
    2021/04/22 by Ji Hou, Hou, Ji, Saining Xie +7 · 7 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition
  72. Avat3r: Large Animatable Gaussian Reconstruction Model for High-fidelity 3D Head Avatars
    2025/02/27 by Kirschstein, Tobias, Romero, Javier, Sevastopolsky, Artem +2 · 21 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  73. End2End Multi-View Feature Matching with Differentiable Pose Optimization
    2022/05/03 by Barbara Roessle, Matthias Nießner, Roessle, Barbara +1 · 6 citations
    Computer Science · Engineering · #Human Pose and Action Recognition #Robotics and Sensor-Based Localization #Advanced Neural Network Applications
  74. DiffusionAvatars: Deferred Diffusion for High-fidelity 3D Head Avatars
    2023/11/30 by Tobias Kirschstein, Kirschstein, Tobias, Simon Giebenhain +3 · 10 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
  75. COSMOS: Catching Out-of-Context Misinformation with Self-Supervised Learning
    2021/01/15 by Aneja, Shivangi, Bregler, Chris, Nießner, Matthias · 5 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  76. SceneTex: High-Quality Texture Synthesis for Indoor Scenes via Diffusion Priors
    2023/11/28 by Dave Zhenyu Chen, Chen, Dave Zhenyu, Haoxuan Li +7 · 8 citations
    Computer Science · Engineering · #Generative Adversarial Networks and Image Synthesis #Computer Graphics and Visualization Techniques #3D Shape Modeling and Analysis
  77. PrEditor3D: Fast and Precise 3D Shape Editing
    2024/12/09 by Ziya Erkoç, Erkoç, Ziya, Can Gümeli +13 · 13 citations
    Engineering · Computer Science · Earth and Planetary Sciences · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #3D Surveying and Cultural Heritage
  78. TriPlaneNet: An Encoder for EG3D Inversion
    2023/03/23 by Ananta R. Bhattarai, Bhattarai, Ananta R., Matthias Nießner +3 · 7 citations
    Computer Science · Engineering · #Generative Adversarial Networks and Image Synthesis #Face recognition and analysis #3D Shape Modeling and Analysis
  79. Motion2VecSets: 4D Latent Vector Set Diffusion for Non-rigid Shape Reconstruction and Tracking
    2024/01/12 by Wei Cao, Cao, Wei, Chang Luo +7 · 8 citations
    Engineering · Computer Science · #3D Shape Modeling and Analysis #Human Pose and Action Recognition #Human Motion and Animation
  80. 3DGS-LM: Faster Gaussian-Splatting Optimization with Levenberg-Marquardt
    2024/09/19 by Höllein, Lukas, Božič, Aljaž, Zollhöfer, Michael +1 · 11 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  81. RevealNet: Seeing Behind Objects in RGB-D Scans
    2019/04/26 by Ji Hou, Hou, Ji, Angela Dai +3 · 5 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition
  82. DiffComplete: Diffusion-based Generative 3D Shape Completion
    2023/06/28 by Ruihang Chu, Chu, Ruihang, Enze Xie +11 · 6 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition
  83. FaceVR: Real-Time Facial Reenactment and Eye Gaze Control in Virtual Reality
    2016/10/11 by Justus Thies, Thies, Justus, Michael Zollhöfer +7 · 6 citations
    Computer Science · Neuroscience · #Face recognition and analysis #Virtual Reality Applications and Impacts #Face Recognition and Perception
  84. Intrinsic3D: High-Quality 3D Reconstruction by Joint Appearance and\n Geometry Optimization with Spatially-Varying Lighting
    2017/08/04 by Robert J. Maier, Kihwan Kim, Maier, Robert +7 · 3 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  85. Vid2CAD: CAD Model Alignment using Multi-View Constraints from Videos
    2020/12/08 by Maninis, Kevis-Kokitsi, Popov, Stefan, Nießner, Matthias +1 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  86. RC-MVSNet: Unsupervised Multi-View Stereo with Neural Rendering
    2022/03/08 by Aljaž Božič, Chang, Di, Božič, Aljaž +8 · 4 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  87. RfD-Net: Point Scene Understanding by Semantic Instance Reconstruction
    2020/11/30 by Yinyu Nie, Nie, Yinyu, Ji Hou +5 · 4 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  88. Neural Non-Rigid Tracking
    2020/06/23 by Aljaž Božič, Pablo Palafox, Božič, Aljaž +9 · 3 citations
    Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Graphics (cs.GR) #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Optical measurement and interference techniques #electronic engineering #information engineering
  89. Dynamic Surface Function Networks for Clothed Human Bodies
    2021/04/08 by Burov, Andrei, Nießner, Matthias, Thies, Justus · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  90. TextureNet: Consistent Local Parametrizations for Learning from High-Resolution Signals on Meshes
    2018/11/30 by Jingwei Huang, Haotian Zhang, Huang, Jingwei +9 · 5 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  91. Modeling 3D Shapes by Reinforcement Learning
    2020/03/27 by Lin, Cheng, Fan, Tingxiang, Wang, Wenping +1 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  92. Generalized Zero and Few-Shot Transfer for Facial Forgery Detection
    2020/06/21 by Shivangi Aneja, Aneja, Shivangi, Matthias Nießner +1 · 4 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Digital Media Forensic Detection #Generative Adversarial Networks and Image Synthesis
  93. Pose2Room: Understanding 3D Scenes from Human Activities
    2021/12/01 by Yinyu Nie, Nie, Yinyu, Angela Dai +5 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Robotics (cs.RO) #Video Surveillance and Tracking Methods
  94. CAD-Estate: Large-scale CAD Model Annotation in RGB Videos
    2023/06/15 by Kevis-Kokitsi Maninis, Maninis, Kevis-Kokitsi, Stefan Popov +5 · 3 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition
  95. SPSG: Self-Supervised Photometric Scene Generation from RGB-D Scans
    2020/06/25 by Angela Dai, Yawar Siddiqui, Dai, Angela +7 · 2 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  96. End-to-End CAD Model Retrieval and 9DoF Alignment in 3D Scans
    2019/06/10 by Avetisyan, Armen, Dai, Angela, Nießner, Matthias · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  97. RetrievalFuse: Neural 3D Scene Reconstruction with a Database
    2021/03/31 by Yawar Siddiqui, Siddiqui, Yawar, Justus Thies +9 · 2 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  98. Fast Training of Diffusion Transformer with Extreme Masking for 3D Point Clouds Generation
    2023/12/12 by Shentong Mo, Mo, Shentong, Enze Xie +9 · 3 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  99. IntrinsiX: High-Quality PBR Generation using Image Priors
    2025/04/01 by Peter Kocsis, Kocsis, Peter, Lukas Höllein +3 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #I.2.10 #I.4.8 #I.4.9 #Multimodal Machine Learning Applications
  100. MTGS: Multi-Traversal Gaussian Splatting
    2025/03/16 by Tianyu Li, Li, Tianyu, Yihang Qiu +11 · 1 voice · 6 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #cs.CV #cs.GR
  101. AutoRF: Learning 3D Object Radiance Fields from Single View Observations
    2022/04/07 by Norman Müller, Müller, Norman, Simonelli, Andrea +8 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  102. 3D Equivariant Graph Implicit Functions
    2022/03/31 by Yunlu Chen, Basura Fernando, Chen, Yunlu +7 · 2 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
  103. Adversarial Texture Optimization from RGB-D Scans
    2020/03/18 by Jingwei Huang, Huang, Jingwei, Justus Thies +13 · 3 citations
    Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  104. How to Boost Face Recognition with StyleGAN?
    2022/10/18 by Artem Sevastopolsky, Yury Malkov, Sevastopolsky, Artem +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Biometric Identification and Security #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
  105. ObjectMatch: Robust Registration using Canonical Object Correspondences
    2022/12/05 by Can Gümeli, Angela Dai, Gümeli, Can +3 · 2 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics and Sensor-Based Localization
  106. Learning 3D Scene Priors with 2D Supervision
    2022/11/25 by Yinyu Nie, Nie, Yinyu, Angela Dai +5 · 2 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
  107. WorldExplorer: Towards Generating Fully Navigable 3D Scenes
    2025/06/02 by Schneider, Manuel-Andreas, Höllein, Lukas, Nießner, Matthias · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  108. Mask3D: Pre-training 2D Vision Transformers by Learning Masked 3D Priors
    2023/02/28 by Ji Hou, Xiaoliang Dai, Hou, Ji +7 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  109. GaussianSpeech: Audio-Driven Gaussian Avatars
    2024/11/27 by Shivangi Aneja, Aneja, Shivangi, Artem Sevastopolsky +9 · 1 voice · 3 citations
    Computer Science · Engineering · #Music Technology and Sound Studies #cs.AI #cs.CV #cs.GR #cs.SD #eess.AS
  110. Plan3D: Viewpoint and Trajectory Optimization for Aerial Multi-View Stereo Reconstruction
    2017/05/25 by Hepp, Benjamin, Nießner, Matthias, Hilliges, Otmar · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  111. Robust 3D Gaussian Splatting for Novel View Synthesis in Presence of Distractors
    2024/08/21 by Paul Ungermann, Ungermann, Paul, Armin Ettenhofer +5 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
  112. Coherent 3D Scene Diffusion From a Single RGB Image
    2024/12/13 by Manuel Dahnert, Angela Dai, Dahnert, Manuel +5 · 3 citations
    Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Optical measurement and interference techniques
  113. QuickSplat: Fast 3D Surface Reconstruction via Learned Gaussian Initialization
    2025/05/08 by Liu, Yueh-Cheng, Höllein, Lukas, Nießner, Matthias +1 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  114. Homogeneous Linear Inequality Constraints for Neural Network Activations
    2019/02/05 by Frerix, Thomas, Nießner, Matthias, Cremers, Daniel · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  115. SpoC: Spoofing Camera Fingerprints
    2019/11/27 by Cozzolino, Davide, Thies, Justus, Rössler, Andreas +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  116. TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset
    2025/05/12 by Wysocki, Olaf, Schwab, Benedikt, Biswanath, Manoj Kumar +31 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  117. RegNet: Learning the Optimization of Direct Image-to-Image Pose Registration
    2018/12/26 by Lei Han, Mengqi Ji, Han, Lei +5 · 2 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
  118. Pixel3DMM: Versatile Screen-Space Priors for Single-Image 3D Face Reconstruction
    2025/05/01 by Giebenhain, Simon, Kirschstein, Tobias, Rünz, Martin +2 · 5 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  119. SHeaP: Self-Supervised Head Geometry Predictor Learned via 2D Gaussians
    2025/04/16 by Schoneveld, Liam, Chen, Zhe, Davoli, Davide +4 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  120. 4DContrast: Contrastive Learning with Dynamic Correspondences for 3D Scene Understanding
    2021/12/06 by Yujin Chen, Chen, Yujin, Matthias Nießner +3 · 1 citation
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Robotics and Sensor-Based Localization
  121. Estimating Generic 3D Room Structures from 2D Annotations
    2023/06/15 by Denys Rozumnyi, Rozumnyi, Denys, Stefan Popov +7 · 1 citation
    Computer Science · Earth and Planetary Sciences · #Advanced Vision and Imaging #Video Surveillance and Tracking Methods #3D Surveying and Cultural Heritage
  122. ScaffoldAvatar: High-Fidelity Gaussian Avatars with Patch Expressions
    2025/07/14 by Aneja, Shivangi, Weiss, Sebastian, Baeza, Irene +4 · 4 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  123. LiteReality: Graphics-Ready 3D Scene Reconstruction from RGB-D Scans
    2025/07/03 by Huang, Zhening, Wu, Xiaoyang, Zhong, Fangcheng +3 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  124. Animating the Uncaptured: Humanoid Mesh Animation with Video Diffusion Models
    2025/03/20 by Marc Benedí San Millán, Angela Dai, Millán, Marc Benedí San +3 · 3 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Human Motion and Animation
  125. AutoInst: Automatic Instance-Based Segmentation of LiDAR 3D Scans
    2024/03/24 by Cedric Perauer, Laurenz Adrian Heidrich, Perauer, Cedric +9 · 1 citation
    Earth and Planetary Sciences · Engineering · Environmental Science · #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.9 #I.4.6 #Industrial Vision Systems and Defect Detection #Remote Sensing and LiDAR Applications
  126. FlexAvatar: Learning Complete 3D Head Avatars with Partial Supervision
    2025/12/17 by Kirschstein, Tobias, Giebenhain, Simon, Nießner, Matthias · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences