Matthias Nießner

GAF: Gaussian Avatar Reconstruction from Monocular Videos via Multi-view Diffusion CVPR 2025 GaussianSpeech: Audio-Driven Personalized 3D Gaussian Avatars ICCV 2025 QuickSplat: Fast 3D Surface Reconstruction via Learned Gaussian Initialization ICCV 2025 Avat3r: Large Animatable Gaussian Reconstruction Model for High-fidelity 3D Head Avatars ICCV 2025 Zero-shot Inexact CAD Model Alignment from a Single Image ICCV 2025 MeshPad: Interactive Sketch-Conditioned Artist-Reminiscent Mesh Generation and Editing ICCV 2025 SHeaP: Self-Supervised Head Geometry Predictor Learned via 2D Gaussians ICCV 2025 3DGS-LM: Faster Gaussian-Splatting Optimization with Levenberg-Marquardt ICCV 2025 PrEditor3D: Fast and Precise 3D Shape Editing CVPR 2025 LT3SD: Latent Trees for 3D Scene Diffusion CVPR 2025 Coherent 3D Scene Diffusion From a Single RGB Image NIPS 2024 DiffusionAvatars: Deferred Diffusion for High-fidelity 3D Head Avatars CVPR 2024 MultiDiff: Consistent Novel View Synthesis from a Single Image CVPR 2024 ViewDiff: 3D-Consistent Image Generation with Text-to-Image Models CVPR 2024 MeshGPT: Generating Triangle Meshes with Decoder-Only Transformers CVPR 2024 FaceTalk: Audio-Driven Motion Diffusion for Neural Parametric Head Models CVPR 2024 Motion2VecSets: 4D Latent Vector Set Diffusion for Non-rigid Shape Reconstruction and Tracking CVPR 2024 GaussianAvatars: Photorealistic Head Avatars with Rigged 3D Gaussians CVPR 2024 DPHMs: Diffusion Parametric Head Models for Depth-based Tracking CVPR 2024 DiffuScene: Denoising Diffusion Models for Generative Indoor Scene Synthesis CVPR 2024 SceneTex: High-Quality Texture Synthesis for Indoor Scenes via Diffusion Priors CVPR 2024 LightIt: Illumination Modeling and Control for Diffusion Models CVPR 2024 Intrinsic Image Diffusion for Indoor Single-view Material Estimation CVPR 2024 MonoNPHM: Dynamic Head Reconstruction from Monocular Videos CVPR 2024 TriPlaneNet: An Encoder for EG3D Inversion WACV 2024 UniT3D: A Unified Transformer for 3D Dense Captioning and Visual Grounding ICCV 2023 CAD-Estate: Large-scale CAD Model Annotation in RGB Videos ICCV 2023 Text2Tex: Text-driven Texture Synthesis via Diffusion Models ICCV 2023 ObjectMatch: Robust Registration Using Canonical Object Correspondences CVPR 2023 High-Res Facial Appearance Capture From Polarized Smartphone Images CVPR 2023 Learning Neural Parametric Head Models CVPR 2023 How to Boost Face Recognition with StyleGAN? ICCV 2023 End2End Multi-View Feature Matching with Differentiable Pose Optimization ICCV 2023 ScanNet++: A High-Fidelity Dataset of 3D Indoor Scenes ICCV 2023 DiffRF: Rendering-Guided 3D Radiance Field Diffusion CVPR 2023 Learning 3D Scene Priors With 2D Supervision CVPR 2023 HyperDiffusion: Generating Implicit Neural Fields with Weight-Space Diffusion ICCV 2023 Text2Room: Extracting Textured 3D Meshes from 2D Text-to-Image Models ICCV 2023 Mask3D: Pre-Training 2D Vision Transformers by Learning Masked 3D Priors CVPR 2023 Panoptic Lifting for 3D Scene Understanding With Neural Fields CVPR 2023 RC-MVSNet: Unsupervised Multi-View Stereo with Neural Rendering ECCV 2022 Neural RGB-D Surface Reconstruction CVPR 2022 Texturify: Generating Textures on 3D Shape Surfaces ECCV 2022 3D Equivariant Graph Implicit Functions ECCV 2022 TAFIM: Targeted Adversarial Attacks against Facial Image Manipulations ECCV 2022 Pose2Room: Understanding 3D Scenes from Human Activities ECCV 2022 StyleMesh: Style Transfer for Indoor 3D Scene Reconstructions CVPR 2022 D3Net: A Unified Speaker-Listener Architecture for 3D Dense Captioning and Visual Grounding ECCV 2022 4DContrast: Contrastive Learning with Dynamic Correspondences for 3D Scene Understanding ECCV 2022 AutoRF: Learning 3D Object Radiance Fields From Single View Observations CVPR 2022 Dense Depth Priors for Neural Radiance Fields From Sparse Input Views CVPR 2022 ROCA: Robust CAD Model Retrieval and Alignment From a Single Image CVPR 2022 Neural Head Avatars From Monocular RGB Videos CVPR 2022 Pri3D: Can 3D Priors Help 2D Representation Learning? ICCV 2021 ID-Reveal: Identity-Aware DeepFake Video Detection ICCV 2021 Explicitly Modeled Attention Maps for Image Classification AAAI 2021 NPMs: Neural Parametric Models for 3D Deformable Shapes ICCV 2021 Dynamic Surface Function Networks for Clothed Human Bodies ICCV 2021 RetrievalFuse: Neural 3D Scene Reconstruction With a Database ICCV 2021 4DComplete: Non-Rigid Motion Estimation Beyond the Observable Surface ICCV 2021 SceneCAD: Predicting Object Alignments and Layouts in RGB-D Scans ECCV 2020 ScanRefer: 3D Object Localization in RGB-D Scans using Natural Language ECCV 2020 Neural Voice Puppetry: Audio-driven Facial Reenactment ECCV 2020 Modeling 3D Shapes by Reinforcement Learning ECCV 2020 Image-guided Neural Object Rendering ICLR 2020 ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans CVPR 2018