← Authors

Matthias Nießner

66 papers · 2018–2025 · 7 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌈 Renaissance Researcher (6) 🌍 Conference Polyglot (7) 🏃 Academic Marathon (7) 🗺️ Taxonomy Completionist (63) 🏠 Conference Loyalist (21) 🔬 Deep Specialist (40) 🤝 Dynamic Duo (25) 🏆 Keyword Champion (4) 🔥 Unstoppable (6) ❓ The Questioner (2) 💎 Century Club (66) 🗃️ Keyword Collector (274) ⚡ Prolific Year (15) 📈 Trend Setter

Conferences

CVPR (30) ICCV (21) ECCV (11) AAAI (1) ICLR (1) NIPS (1) WACV (1)

Top co-authors

Angela Dai (25) Justus Thies (14) Tobias Kirschstein (7) Yawar Siddiqui (6) Norman Müller (6) Jiapeng Tang (5) Lukas Höllein (5) Simon Giebenhain (4) Lorenzo Porzi (4) Samuel Rota Bulò (4)

Keywords

3d reconstruction (15) diffusion model (13) novel view synthesis (11) neural radiance field (8) depth estimation (7) neural rendering (6) 3d vision (6) indoor scene (5) scene reconstruction (5) pose estimation (5) latent diffusion (4) gaussian splatting (4) 3d generation (4) facial animation (4) self-supervised learning (4) semantic segmentation (4) face reconstruction (4) scene understanding (3) generative model (3) differentiable rendering (3)

Papers

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