Matthias Nießner
116 publications
10 venues
H Index 41
Affiliation
Technical University of Munich, GermanyStanford University
Links
| Name | Venue | Year | citations |
|---|---|---|---|
GAF: Gaussian Avatar Reconstruction from Monocular Videos via Multi-view Diffusion.
|
CVPR | 2025 | 0 |
| PrEditor3D: Fast and Precise 3D Shape Editing.
|
CVPR | 2025 | 0 |
| LT3SD: Latent Trees for 3D Scene Diffusion.
|
CVPR | 2025 | 0 |
| AutoInst: Automatic Instance-Based Segmentation of LiDAR 3D Scans.
|
IROS | 2024 | 3 |
| ViewDiff: 3D-Consistent Image Generation with Text-to-Image Models.
|
CVPR | 2024 | 72 |
| Motion2VecSets: 4D Latent Vector Set Diffusion for Non-Rigid Shape Reconstruction and Tracking.
|
CVPR | 2024 | 28 |
| Coherent 3D Scene Diffusion From a Single RGB Image.
|
NIPS/NeurIPS | 2024 | 4 |
| Zero-Shot Detection of AI-Generated Images.
|
ECCV | 2024 | 48 |
| Mesh2NeRF: Direct Mesh Supervision for Neural Radiance Field Representation and Generation.
|
ECCV | 2024 | 3 |
| LightIt: Illumination Modeling and Control for Diffusion Models.
|
CVPR | 2024 | 50 |
| MultiDiff: Consistent Novel View Synthesis from a Single Image.
|
CVPR | 2024 | 57 |
| DeepMIF: Deep Monotonic Implicit Fields for Large-Scale LiDAR 3D Mapping.
|
IROS | 2024 | 0 |
| Fast Training of Diffusion Transformer with Extreme Masking for 3D Point Clouds Generation.
|
ECCV | 2024 | 0 |
| MeshGPT: Generating Triangle Meshes with Decoder-Only Transformers.
|
CVPR | 2024 | 0 |
| Intrinsic Image Diffusion for Indoor Single-view Material Estimation.
|
CVPR | 2024 | 0 |
| DiffuScene: Denoising Diffusion Models for Generative Indoor Scene Synthesis.
|
CVPR | 2024 | 0 |
| DPHMs: Diffusion Parametric Head Models for Depth-Based Tracking.
|
CVPR | 2024 | 0 |
| SceneTex: High-Quality Texture Synthesis for Indoor Scenes via Diffusion Priors.
|
CVPR | 2024 | 0 |
| DiffusionAvatars: Deferred Diffusion for High-fidelity 3D Head Avatars.
|
CVPR | 2024 | 0 |
| MonoNPHM: Dynamic Head Reconstruction from Monocular Videos.
|
CVPR | 2024 | 0 |
| FaceTalk: Audio-Driven Motion Diffusion for Neural Parametric Head Models.
|
CVPR | 2024 | 0 |
| GaussianAvatars: Photorealistic Head Avatars with Rigged 3D Gaussians.
|
CVPR | 2024 | 0 |
| SSR-2D: Semantic 3D Scene Reconstruction From 2D Images.
|
TPAMI | 2024 | 0 |
| Estimating Generic 3D Room Structures from 2D Annotations.
|
NIPS/NeurIPS | 2023 | 8 |
| CAD-Estate: Large-scale CAD Model Annotation in RGB Videos.
|
ICCV | 2023 | 12 |
| DiffComplete: Diffusion-based Generative 3D Shape Completion.
|
NIPS/NeurIPS | 2023 | 44 |
| Text2Tex: Text-driven Texture Synthesis via Diffusion Models.
|
ICCV | 2023 | 250 |
| Text2Room: Extracting Textured 3D Meshes from 2D Text-to-Image Models.
|
ICCV | 2023 | 256 |
| DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation.
|
NIPS/NeurIPS | 2023 | 121 |
| Mask3D: Pretraining 2D Vision Transformers by Learning Masked 3D Priors.
|
CVPR | 2023 | 26 |
| HyperDiffusion: Generating Implicit Neural Fields with Weight-Space Diffusion.
|
ICCV | 2023 | 169 |
| ScanNet++: A High-Fidelity Dataset of 3D Indoor Scenes.
|
ICCV | 2023 | 543 |
| COSMOS: Catching Out-of-Context Image Misuse Using Self-Supervised Learning.
|
AAAI | 2023 | 21 |
| Learning Neural Parametric Head Models.
|
CVPR | 2023 | 0 |
| ObjectMatch: Robust Registration using Canonical Object Correspondences.
|
CVPR | 2023 | 0 |
| Learning 3D Scene Priors with 2D Supervision.
|
CVPR | 2023 | 0 |
| Panoptic Lifting for 3D Scene Understanding with Neural Fields.
|
CVPR | 2023 | 0 |
| DiffRF: Rendering-Guided 3D Radiance Field Diffusion.
|
CVPR | 2023 | 0 |
| High-Res Facial Appearance Capture from Polarized Smartphone Images.
|
CVPR | 2023 | 0 |
| End2End Multi-View Feature Matching with Differentiable Pose Optimization.
|
ICCV | 2023 | 0 |
| UniT3D: A Unified Transformer for 3D Dense Captioning and Visual Grounding.
|
ICCV | 2023 | 0 |
| How to Boost Face Recognition with StyleGAN?
|
ICCV | 2023 | 0 |
| Vid2CAD: CAD Model Alignment Using Multi-View Constraints From Videos.
|
TPAMI | 2023 | 0 |
| 3D Equivariant Graph Implicit Functions.
|
ECCV | 2022 | 29 |
| D
|
ECCV | 2022 | 0 |
| AutoRF: Learning 3D Object Radiance Fields from Single View Observations.
|
CVPR | 2022 | 78 |
| 3DILG: Irregular Latent Grids for 3D Generative Modeling.
|
NIPS/NeurIPS | 2022 | 103 |
| Texturify: Generating Textures on 3D Shape Surfaces.
|
ECCV | 2022 | 90 |
| Neural Shape Deformation Priors.
|
NIPS/NeurIPS | 2022 | 30 |
| The Unreasonable Effectiveness of Fully-Connected Layers for Low-Data Regimes.
|
NIPS/NeurIPS | 2022 | 9 |
| RC-MVSNet: Unsupervised Multi-View Stereo with Neural Rendering.
|
ECCV | 2022 | 69 |
| Pose2Room: Understanding 3D Scenes from Human Activities.
|
ECCV | 2022 | 0 |
| 4DContrast: Contrastive Learning with Dynamic Correspondences for 3D Scene Understanding.
|
ECCV | 2022 | 0 |
| TAFIM: Targeted Adversarial Attacks Against Facial Image Manipulations.
|
ECCV | 2022 | 0 |
| ROCA: Robust CAD Model Retrieval and Alignment from a Single Image.
|
CVPR | 2022 | 0 |
| Neural Head Avatars from Monocular RGB Videos.
|
CVPR | 2022 | 0 |
| Dense Depth Priors for Neural Radiance Fields from Sparse Input Views.
|
CVPR | 2022 | 0 |
| StyleMesh: Style Transfer for Indoor 3D Scene Reconstructions.
|
CVPR | 2022 | 0 |
| Neural RGB-D Surface Reconstruction.
|
CVPR | 2022 | 0 |
| Panoptic 3D Scene Reconstruction From a Single RGB Image.
|
NIPS/NeurIPS | 2021 | 95 |
| TransformerFusion: Monocular RGB Scene Reconstruction using Transformers.
|
NIPS/NeurIPS | 2021 | 172 |
| 4DComplete: Non-Rigid Motion Estimation Beyond the Observable Surface.
|
ICCV | 2021 | 154 |
| RetrievalFuse: Neural 3D Scene Reconstruction with a Database.
|
ICCV | 2021 | 41 |
| Dynamic Surface Function Networks for Clothed Human Bodies.
|
ICCV | 2021 | 59 |
| Pri3D: Can 3D Priors Help 2D Representation Learning?
|
ICCV | 2021 | 91 |
| NPMs: Neural Parametric Models for 3D Deformable Shapes.
|
ICCV | 2021 | 129 |
| Explicitly Modeled Attention Maps for Image Classification.
|
AAAI | 2021 | 0 |
| Exploring Data-Efficient 3D Scene Understanding With Contrastive Scene Contexts.
|
CVPR | 2021 | 0 |
| RfD-Net: Point Scene Understanding by Semantic Instance Reconstruction.
|
CVPR | 2021 | 0 |
| SPSG: Self-Supervised Photometric Scene Generation From RGB-D Scans.
|
CVPR | 2021 | 0 |
| Seeing Behind Objects for 3D Multi-Object Tracking in RGB-D Sequences.
|
CVPR | 2021 | 0 |
| Dynamic Neural Radiance Fields for Monocular 4D Facial Avatar Reconstruction.
|
CVPR | 2021 | 0 |
| Neural Deformation Graphs for Globally-Consistent Non-Rigid Reconstruction.
|
CVPR | 2021 | 0 |
| Scan2Cap: Context-Aware Dense Captioning in RGB-D Scans.
|
CVPR | 2021 | 0 |
| ID-Reveal: Identity-aware DeepFake Video Detection.
|
ICCV | 2021 | 0 |
| SceneCAD: Predicting Object Alignments and Layouts in RGB-D Scans.
|
ECCV | 2020 | 73 |
| CAD-Deform: Deformable Fitting of CAD Models to 3D Scans.
|
ECCV | 2020 | 28 |
| Adversarial Texture Optimization From RGB-D Scans.
|
CVPR | 2020 | 57 |
| Neural Non-Rigid Tracking.
|
NIPS/NeurIPS | 2020 | 69 |
| Learning to Optimize Non-Rigid Tracking.
|
CVPR | 2020 | 24 |
| Image-guided Neural Object Rendering.
|
ICLR | 2020 | 33 |
| Local Implicit Grid Representations for 3D Scenes.
|
CVPR | 2020 | 612 |
| 3D-MPA: Multi-Proposal Aggregation for 3D Semantic Instance Segmentation.
|
CVPR | 2020 | 250 |
| Modeling 3D Shapes by Reinforcement Learning.
|
ECCV | 2020 | 46 |
| Neural Voice Puppetry: Audio-Driven Facial Reenactment.
|
ECCV | 2020 | 0 |
| ScanRefer: 3D Object Localization in RGB-D Scans Using Natural Language.
|
ECCV | 2020 | 0 |
| SG-NN: Sparse Generative Neural Networks for Self-Supervised Scene Completion of RGB-D Scans.
|
CVPR | 2020 | 0 |
| RevealNet: Seeing Behind Objects in RGB-D Scans.
|
CVPR | 2020 | 0 |
| DeepDeform: Learning Non-Rigid RGB-D Reconstruction With Semi-Supervised Data.
|
CVPR | 2020 | 0 |
| ViewAL: Active Learning With Viewpoint Entropy for Semantic Segmentation.
|
CVPR | 2020 | 0 |
| End-to-End CAD Model Retrieval and 9DoF Alignment in 3D Scans.
|
ICCV | 2019 | 86 |
| RIO: 3D Object Instance Re-Localization in Changing Indoor Environments.
|
ICCV | 2019 | 214 |
| FaceForensics++: Learning to Detect Manipulated Facial Images.
|
ICCV | 2019 | 2788 |
| Joint Embedding of 3D Scan and CAD Objects.
|
ICCV | 2019 | 36 |
| Inverse Path Tracing for Joint Material and Lighting Estimation.
|
CVPR | 2019 | 142 |
| DDSL: Deep Differentiable Simplex Layer for Learning Geometric Signals.
|
ICCV | 2019 | 12 |
| Scan2CAD: Learning CAD Model Alignment in RGB-D Scans.
|
CVPR | 2019 | 0 |
| TextureNet: Consistent Local Parametrizations for Learning From High-Resolution Signals on Meshes.
|
CVPR | 2019 | 0 |
| 3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans.
|
CVPR | 2019 | 0 |
| DeepVoxels: Learning Persistent 3D Feature Embeddings.
|
CVPR | 2019 | 0 |
| Scan2Mesh: From Unstructured Range Scans to 3D Meshes.
|
CVPR | 2019 | 0 |
| 3DMV: Joint 3D-Multi-view Prediction for 3D Semantic Scene Segmentation.
|
ECCV | 2018 | 346 |
| PlaneMatch: Patch Coplanarity Prediction for Robust RGB-D Reconstruction.
|
ECCV | 2018 | 40 |
| ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans.
|
CVPR | 2018 | 0 |
| Intrinsic3D: High-Quality 3D Reconstruction by Joint Appearance and Geometry Optimization with Spatially-Varying Lighting.
|
ICCV | 2017 | 111 |
| ScanNet: Richly-Annotated 3D Reconstructions of Indoor Scenes.
|
CVPR | 2017 | 5101 |
| A Lightweight Approach for On-the-Fly Reflectance Estimation.
|
ICCV | 2017 | 50 |
| Shape Completion Using 3D-Encoder-Predictor CNNs and Shape Synthesis.
|
CVPR | 2017 | 0 |
| 3DMatch: Learning Local Geometric Descriptors from RGB-D Reconstructions.
|
CVPR | 2017 | 0 |
| VolumeDeform: Real-Time Volumetric Non-rigid Reconstruction.
|
ECCV | 2016 | 340 |
| Volumetric and Multi-view CNNs for Object Classification on 3D Data.
|
CVPR | 2016 | 1629 |
| Face2Face: Real-Time Face Capture and Reenactment of RGB Videos.
|
CVPR | 2016 | 2179 |
| The Semantic Paintbrush: Interactive 3D Mapping and Recognition in Large Outdoor Spaces.
|
CHI | 2015 | 65 |
| Incremental dense semantic stereo fusion for large-scale semantic scene reconstruction.
|
ICRA | 2015 | 214 |
| Exploiting uncertainty in regression forests for accurate camera relocalization.
|
CVPR | 2015 | 161 |
| RetroDepth: 3D silhouette sensing for high-precision input on and above physical surfaces.
|
CHI | 2014 | 39 |