Matthias Nießner

FlexAvatar: Learning Complete 3D Head Avatars with Partial Supervision CVPR 2026 Intrinsic Image Fusion for Multi-View 3D Material Reconstruction CVPR 2026 MeshRipple: Structured Autoregressive Generation of Artist-Meshes CVPR 2026 PercHead: Perceptual Head Model for Single-Image 3D Head Reconstruction & Editing CVPR 2026 3DGS-LM: Faster Gaussian-Splatting Optimization with Levenberg-Marquardt ICCV 2025 Avat3r: Large Animatable Gaussian Reconstruction Model for High-fidelity 3D Head Avatars ICCV 2025 GAF: Gaussian Avatar Reconstruction from Monocular Videos via Multi-view Diffusion CVPR 2025 GaussianSpeech: Audio-Driven Personalized 3D Gaussian Avatars ICCV 2025 LT3SD: Latent Trees for 3D Scene Diffusion CVPR 2025 MeshPad: Interactive Sketch-Conditioned Artist-Reminiscent Mesh Generation and Editing ICCV 2025 PrEditor3D: Fast and Precise 3D Shape Editing CVPR 2025 QuickSplat: Fast 3D Surface Reconstruction via Learned Gaussian Initialization ICCV 2025 SHeaP: Self-Supervised Head Geometry Predictor Learned via 2D Gaussians ICCV 2025 Zero-shot Inexact CAD Model Alignment from a Single Image ICCV 2025 Coherent 3D Scene Diffusion From a Single RGB Image NeurIPS 2024 DiffuScene: Denoising Diffusion Models for Generative Indoor Scene Synthesis CVPR 2024 DiffusionAvatars: Deferred Diffusion for High-fidelity 3D Head Avatars CVPR 2024 DPHMs: Diffusion Parametric Head Models for Depth-based Tracking CVPR 2024 FaceTalk: Audio-Driven Motion Diffusion for Neural Parametric Head Models CVPR 2024 GaussianAvatars: Photorealistic Head Avatars with Rigged 3D Gaussians CVPR 2024 Intrinsic Image Diffusion for Indoor Single-view Material Estimation CVPR 2024 LightIt: Illumination Modeling and Control for Diffusion Models CVPR 2024 MeshGPT: Generating Triangle Meshes with Decoder-Only Transformers CVPR 2024 MonoNPHM: Dynamic Head Reconstruction from Monocular Videos CVPR 2024 Motion2VecSets: 4D Latent Vector Set Diffusion for Non-rigid Shape Reconstruction and Tracking CVPR 2024 MultiDiff: Consistent Novel View Synthesis from a Single Image CVPR 2024 SceneTex: High-Quality Texture Synthesis for Indoor Scenes via Diffusion Priors CVPR 2024 TriPlaneNet: An Encoder for EG3D Inversion WACV 2024 ViewDiff: 3D-Consistent Image Generation with Text-to-Image Models CVPR 2024 CAD-Estate: Large-scale CAD Model Annotation in RGB Videos ICCV 2023 DiffRF: Rendering-Guided 3D Radiance Field Diffusion CVPR 2023 End2End Multi-View Feature Matching with Differentiable Pose Optimization ICCV 2023 High-Res Facial Appearance Capture From Polarized Smartphone Images CVPR 2023 How to Boost Face Recognition with StyleGAN? ICCV 2023 HyperDiffusion: Generating Implicit Neural Fields with Weight-Space Diffusion ICCV 2023 Learning 3D Scene Priors With 2D Supervision CVPR 2023 Learning Neural Parametric Head Models CVPR 2023 Mask3D: Pre-Training 2D Vision Transformers by Learning Masked 3D Priors CVPR 2023 ObjectMatch: Robust Registration Using Canonical Object Correspondences CVPR 2023 Panoptic Lifting for 3D Scene Understanding With Neural Fields CVPR 2023 ScanNet++: A High-Fidelity Dataset of 3D Indoor Scenes ICCV 2023 Text2Room: Extracting Textured 3D Meshes from 2D Text-to-Image Models ICCV 2023 Text2Tex: Text-driven Texture Synthesis via Diffusion Models ICCV 2023 UniT3D: A Unified Transformer for 3D Dense Captioning and Visual Grounding ICCV 2023 3D Equivariant Graph Implicit Functions 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 D3Net: A Unified Speaker-Listener Architecture for 3D Dense Captioning and Visual Grounding ECCV 2022 Dense Depth Priors for Neural Radiance Fields From Sparse Input Views CVPR 2022 Neural Head Avatars From Monocular RGB Videos CVPR 2022 Neural RGB-D Surface Reconstruction CVPR 2022 Pose2Room: Understanding 3D Scenes from Human Activities ECCV 2022 RC-MVSNet: Unsupervised Multi-View Stereo with Neural Rendering ECCV 2022 ROCA: Robust CAD Model Retrieval and Alignment From a Single Image CVPR 2022 StyleMesh: Style Transfer for Indoor 3D Scene Reconstructions CVPR 2022 TAFIM: Targeted Adversarial Attacks against Facial Image Manipulations ECCV 2022 Texturify: Generating Textures on 3D Shape Surfaces ECCV 2022 4DComplete: Non-Rigid Motion Estimation Beyond the Observable Surface ICCV 2021 Dynamic Surface Function Networks for Clothed Human Bodies ICCV 2021 Explicitly Modeled Attention Maps for Image Classification AAAI 2021 ID-Reveal: Identity-Aware DeepFake Video Detection ICCV 2021 NPMs: Neural Parametric Models for 3D Deformable Shapes ICCV 2021 Pri3D: Can 3D Priors Help 2D Representation Learning? ICCV 2021 RetrievalFuse: Neural 3D Scene Reconstruction With a Database ICCV 2021 Image-guided Neural Object Rendering ICLR 2020 Modeling 3D Shapes by Reinforcement Learning ECCV 2020 Neural Voice Puppetry: Audio-driven Facial Reenactment ECCV 2020 ScanRefer: 3D Object Localization in RGB-D Scans using Natural Language ECCV 2020 SceneCAD: Predicting Object Alignments and Layouts in RGB-D Scans ECCV 2020 ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans CVPR 2018