Matthias Niessner

Fast Training of Diffusion Transformer with Extreme Masking for 3D Point Clouds Generation ECCV 2024 Mesh2NeRF: Direct Mesh Supervision for Neural Radiance Field Representation and Generation ECCV 2024 Zero-Shot Detection of AI-Generated Images ECCV 2024 COSMOS: Catching Out-of-Context Image Misuse Using Self-Supervised Learning AAAI 2023 DiffComplete: Diffusion-based Generative 3D Shape Completion NeurIPS 2023 DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation NeurIPS 2023 Estimating Generic 3D Room Structures from 2D Annotations NeurIPS 2023 3DILG: Irregular Latent Grids for 3D Generative Modeling NeurIPS 2022 Neural Shape Deformation Priors NeurIPS 2022 The Unreasonable Effectiveness of Fully-Connected Layers for Low-Data Regimes NeurIPS 2022 Dynamic Neural Radiance Fields for Monocular 4D Facial Avatar Reconstruction CVPR 2021 Exploring Data-Efficient 3D Scene Understanding With Contrastive Scene Contexts CVPR 2021 Neural Deformation Graphs for Globally-Consistent Non-Rigid Reconstruction CVPR 2021 Panoptic 3D Scene Reconstruction From a Single RGB Image NeurIPS 2021 RfD-Net: Point Scene Understanding by Semantic Instance Reconstruction CVPR 2021 Scan2Cap: Context-Aware Dense Captioning in RGB-D Scans CVPR 2021 Seeing Behind Objects for 3D Multi-Object Tracking in RGB-D Sequences CVPR 2021 SPSG: Self-Supervised Photometric Scene Generation From RGB-D Scans CVPR 2021 TransformerFusion: Monocular RGB Scene Reconstruction using Transformers NeurIPS 2021 3D-MPA: Multi-Proposal Aggregation for 3D Semantic Instance Segmentation CVPR 2020 Adversarial Texture Optimization From RGB-D Scans CVPR 2020 CAD-Deform: Deformable Fitting of CAD Models to 3D Scans ECCV 2020 DeepDeform: Learning Non-Rigid RGB-D Reconstruction With Semi-Supervised Data CVPR 2020 Learning to Optimize Non-Rigid Tracking CVPR 2020 Local Implicit Grid Representations for 3D Scenes CVPR 2020 Neural Non-Rigid Tracking NeurIPS 2020 NRMVS: Non-Rigid Multi-view Stereo WACV 2020 RevealNet: Seeing Behind Objects in RGB-D Scans CVPR 2020 SG-NN: Sparse Generative Neural Networks for Self-Supervised Scene Completion of RGB-D Scans CVPR 2020 ViewAL: Active Learning With Viewpoint Entropy for Semantic Segmentation CVPR 2020 3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans CVPR 2019 Convolutional Neural Networks on Non-uniform Geometrical Signals Using Euclidean Spectral Transformation ICLR 2019 DDSL: Deep Differentiable Simplex Layer for Learning Geometric Signals ICCV 2019 DeepVoxels: Learning Persistent 3D Feature Embeddings CVPR 2019 End-to-End CAD Model Retrieval and 9DoF Alignment in 3D Scans ICCV 2019 FaceForensics++: Learning to Detect Manipulated Facial Images ICCV 2019 Inverse Path Tracing for Joint Material and Lighting Estimation CVPR 2019 Joint Embedding of 3D Scan and CAD Objects ICCV 2019 RIO: 3D Object Instance Re-Localization in Changing Indoor Environments ICCV 2019 Scan2CAD: Learning CAD Model Alignment in RGB-D Scans CVPR 2019 Scan2Mesh: From Unstructured Range Scans to 3D Meshes CVPR 2019 Spherical CNNs on Unstructured Grids ICLR 2019 TextureNet: Consistent Local Parametrizations for Learning From High-Resolution Signals on Meshes CVPR 2019 3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation ECCV 2018 PlaneMatch: Patch Coplanarity Prediction for Robust RGB-D Reconstruction ECCV 2018 3DMatch: Learning Local Geometric Descriptors From RGB-D Reconstructions CVPR 2017 A Lightweight Approach for On-The-Fly Reflectance Estimation ICCV 2017 Intrinsic3D: High-Quality 3D Reconstruction by Joint Appearance and Geometry Optimization With Spatially-Varying Lighting ICCV 2017 ScanNet: Richly-Annotated 3D Reconstructions of Indoor Scenes CVPR 2017 Shape Completion Using 3D-Encoder-Predictor CNNs and Shape Synthesis CVPR 2017 Face2Face: Real-Time Face Capture and Reenactment of RGB Videos CVPR 2016 Volumetric and Multi-View CNNs for Object Classification on 3D Data CVPR 2016 Exploiting Uncertainty in Regression Forests for Accurate Camera Relocalization CVPR 2015