Nießner, Matthias

79 publications

ICCV 2025 3DGS-LM: Faster Gaussian-Splatting Optimization with Levenberg-Marquardt Lukas Höllein, Aljaž Božič, Michael Zollhöfer, Matthias Nießner

ICCV 2025 Avat3r: Large Animatable Gaussian Reconstruction Model for High-Fidelity 3D Head Avatars Tobias Kirschstein, Javier Romero, Artem Sevastopolsky, Matthias Nießner, Shunsuke Saito

NeurIPS 2025 BecomingLit: Relightable Gaussian Avatars with Hybrid Neural Shading Jonathan Schmidt, Simon Giebenhain, Matthias Nießner

CVPR 2025 GAF: Gaussian Avatar Reconstruction from Monocular Videos via Multi-View Diffusion Jiapeng Tang, Davide Davoli, Tobias Kirschstein, Liam Schoneveld, Matthias Nießner

ICCV 2025 GaussianSpeech: Audio-Driven Personalized 3D Gaussian Avatars Shivangi Aneja, Artem Sevastopolsky, Tobias Kirschstein, Justus Thies, Angela Dai, Matthias Nießner

NeurIPS 2025 IntrinsiX: High-Quality PBR Generation Using Image Priors Peter Kocsis, Lukas Höllein, Matthias Nießner

CVPR 2025 LT3SD: Latent Trees for 3D Scene Diffusion Quan Meng, Lei Li, Matthias Nießner, Angela Dai

NeurIPS 2025 LinPrim: Linear Primitives for Differentiable Volumetric Rendering Nicolas von Lützow, Matthias Nießner

NeurIPS 2025 LiteReality: Graphics-Ready 3D Scene Reconstruction from RGB-D Scans Zhening Huang, Xiaoyang Wu, Fangcheng Zhong, Hengshuang Zhao, Matthias Nießner, Joan Lasenby

ICCV 2025 MeshPad: Interactive Sketch-Conditioned Artist-Reminiscent Mesh Generation and Editing Haoxuan Li, Ziya Erkoç, Lei Li, Daniele Sirigatti, Vladislav Rosov, Angela Dai, Matthias Nießner

NeurIPS 2025 PBR-SR: Mesh PBR Texture Super Resolution from 2D Image Priors Yujin Chen, Yinyu Nie, Benjamin Ummenhofer, Reiner Birkl, Michael Paulitsch, Matthias Nießner

CVPR 2025 PrEditor3D: Fast and Precise 3D Shape Editing Ziya Erkoç, Can Gümeli, Chaoyang Wang, Matthias Nießner, Angela Dai, Peter Wonka, Hsin-Ying Lee, Peiye Zhuang

ICCV 2025 QuickSplat: Fast 3D Surface Reconstruction via Learned Gaussian Initialization Yueh-Cheng Liu, Lukas Höllein, Matthias Nießner, Angela Dai

NeurIPS 2025 ROGR: Relightable 3D Objects Using Generative Relighting Jiapeng Tang, Matthew Jacob Levine, Dor Verbin, Stephan J. Garbin, Matthias Nießner, Ricardo Martin Brualla, Pratul P. Srinivasan, Philipp Henzler

ICCV 2025 SHeaP: Self-Supervised Head Geometry Predictor Learned via 2D Gaussians Liam Schoneveld, Zhe Chen, Davide Davoli, Jiapeng Tang, Saimon Terazawa, Ko Nishino, Matthias Nießner

ICCV 2025 Zero-Shot Inexact CAD Model Alignment from a Single Image Pattaramanee Arsomngern, Sasikarn Khwanmuang, Matthias Nießner, Supasorn Suwajanakorn

NeurIPS 2024 Coherent 3D Scene Diffusion from a Single RGB Image Manuel Dahnert, Angela Dai, Norman Müller, Matthias Nießner

CVPR 2024 DPHMs: Diffusion Parametric Head Models for Depth-Based Tracking Jiapeng Tang, Angela Dai, Yinyu Nie, Lev Markhasin, Justus Thies, Matthias Nießner

CVPR 2024 DiffuScene: Denoising Diffusion Models for Generative Indoor Scene Synthesis Jiapeng Tang, Yinyu Nie, Lev Markhasin, Angela Dai, Justus Thies, Matthias Nießner

CVPR 2024 DiffusionAvatars: Deferred Diffusion for High-Fidelity 3D Head Avatars Tobias Kirschstein, Simon Giebenhain, Matthias Nießner

CVPR 2024 FaceTalk: Audio-Driven Motion Diffusion for Neural Parametric Head Models Shivangi Aneja, Justus Thies, Angela Dai, Matthias Nießner

CVPR 2024 GaussianAvatars: Photorealistic Head Avatars with Rigged 3D Gaussians Shenhan Qian, Tobias Kirschstein, Liam Schoneveld, Davide Davoli, Simon Giebenhain, Matthias Nießner

CVPR 2024 Intrinsic Image Diffusion for Indoor Single-View Material Estimation Peter Kocsis, Vincent Sitzmann, Matthias Nießner

CVPR 2024 LightIt: Illumination Modeling and Control for Diffusion Models Peter Kocsis, Julien Philip, Kalyan Sunkavalli, Matthias Nießner, Yannick Hold-Geoffroy

CVPR 2024 MeshGPT: Generating Triangle Meshes with Decoder-Only Transformers Yawar Siddiqui, Antonio Alliegro, Alexey Artemov, Tatiana Tommasi, Daniele Sirigatti, Vladislav Rosov, Angela Dai, Matthias Nießner

CVPR 2024 MonoNPHM: Dynamic Head Reconstruction from Monocular Videos Simon Giebenhain, Tobias Kirschstein, Markos Georgopoulos, Martin Rünz, Lourdes Agapito, Matthias Nießner

CVPR 2024 Motion2VecSets: 4D Latent Vector Set Diffusion for Non-Rigid Shape Reconstruction and Tracking Wei Cao, Chang Luo, Biao Zhang, Matthias Nießner, Jiapeng Tang

CVPR 2024 MultiDiff: Consistent Novel View Synthesis from a Single Image Norman Müller, Katja Schwarz, Barbara Rössle, Lorenzo Porzi, Samuel Rota Bulò, Matthias Nießner, Peter Kontschieder

CVPRW 2024 Raising the Bar of AI-Generated Image Detection with CLIP Davide Cozzolino, Giovanni Poggi, Riccardo Corvi, Matthias Nießner, Luisa Verdoliva

CVPR 2024 SceneTex: High-Quality Texture Synthesis for Indoor Scenes via Diffusion Priors Dave Zhenyu Chen, Haoxuan Li, Hsin-Ying Lee, Sergey Tulyakov, Matthias Nießner

WACV 2024 TriPlaneNet: An Encoder for EG3D Inversion Ananta R. Bhattarai, Matthias Nießner, Artem Sevastopolsky

CVPR 2024 ViewDiff: 3D-Consistent Image Generation with Text-to-Image Models Lukas Höllein, Aljaž Boži?, Norman Müller, David Novotny, Hung-Yu Tseng, Christian Richardt, Michael Zollhöfer, Matthias Nießner

CVPRW 2023 Audio-Visual Person-of-Interest DeepFake Detection Davide Cozzolino, Alessandro Pianese, Matthias Nießner, Luisa Verdoliva

ICCV 2023 CAD-Estate: Large-Scale CAD Model Annotation in RGB Videos Kevis-Kokitsi Maninis, Stefan Popov, Matthias Nießner, Vittorio Ferrari

AAAI 2023 COSMOS: Catching Out-of-Context Image Misuse Using Self-Supervised Learning Shivangi Aneja, Chris Bregler, Matthias Nießner

CVPR 2023 DiffRF: Rendering-Guided 3D Radiance Field Diffusion Norman Müller, Yawar Siddiqui, Lorenzo Porzi, Samuel Rota Bulò, Peter Kontschieder, Matthias Nießner

ICCV 2023 End2End Multi-View Feature Matching with Differentiable Pose Optimization Barbara Roessle, Matthias Nießner

CVPR 2023 High-Res Facial Appearance Capture from Polarized Smartphone Images Dejan Azinović, Olivier Maury, Christophe Hery, Matthias Nießner, Justus Thies

ICCV 2023 How to Boost Face Recognition with StyleGAN? Artem Sevastopolskiy, Yury Malkov, Nikita Durasov, Luisa Verdoliva, Matthias Nießner

ICCV 2023 HyperDiffusion: Generating Implicit Neural Fields with Weight-Space Diffusion Ziya Erkoç, Fangchang Ma, Qi Shan, Matthias Nießner, Angela Dai

CVPR 2023 Learning 3D Scene Priors with 2D Supervision Yinyu Nie, Angela Dai, Xiaoguang Han, Matthias Nießner

CVPR 2023 Learning Neural Parametric Head Models Simon Giebenhain, Tobias Kirschstein, Markos Georgopoulos, Martin Rünz, Lourdes Agapito, Matthias Nießner

CVPR 2023 Mask3D: Pre-Training 2D Vision Transformers by Learning Masked 3D Priors Ji Hou, Xiaoliang Dai, Zijian He, Angela Dai, Matthias Nießner

CVPR 2023 ObjectMatch: Robust Registration Using Canonical Object Correspondences Can Gümeli, Angela Dai, Matthias Nießner

CVPR 2023 Panoptic Lifting for 3D Scene Understanding with Neural Fields Yawar Siddiqui, Lorenzo Porzi, Samuel Rota Bulò, Norman Müller, Matthias Nießner, Angela Dai, Peter Kontschieder

ICCVW 2023 SPARF: Large-Scale Learning of 3D Sparse Radiance Fields from Few Input Images Abdullah Hamdi, Bernard Ghanem, Matthias Nießner

ICCV 2023 ScanNet++: A High-Fidelity Dataset of 3D Indoor Scenes Chandan Yeshwanth, Yueh-Cheng Liu, Matthias Nießner, Angela Dai

ICCV 2023 Text2Room: Extracting Textured 3D Meshes from 2D Text-to-Image Models Lukas Höllein, Ang Cao, Andrew Owens, Justin Johnson, Matthias Nießner

ICCV 2023 Text2Tex: Text-Driven Texture Synthesis via Diffusion Models Dave Zhenyu Chen, Yawar Siddiqui, Hsin-Ying Lee, Sergey Tulyakov, Matthias Nießner

ICCV 2023 UniT3D: A Unified Transformer for 3D Dense Captioning and Visual Grounding Zhenyu Chen, Ronghang Hu, Xinlei Chen, Matthias Nießner, Angel X. Chang

ECCV 2022 3D Equivariant Graph Implicit Functions Yunlu Chen, Basura Fernando, Hakan Bilen, Matthias Nießner, Efstratios Gavves

ECCV 2022 4DContrast: Contrastive Learning with Dynamic Correspondences for 3D Scene Understanding Yujin Chen, Matthias Nießner, Angela Dai

CVPR 2022 AutoRF: Learning 3D Object Radiance Fields from Single View Observations Norman Müller, Andrea Simonelli, Lorenzo Porzi, Samuel Rota Bulò, Matthias Nießner, Peter Kontschieder

ECCV 2022 D3Net: A Unified Speaker-Listener Architecture for 3D Dense Captioning and Visual Grounding Zhenyu Chen, Qirui Wu, Matthias Nießner, Angel X. Chang

CVPR 2022 Dense Depth Priors for Neural Radiance Fields from Sparse Input Views Barbara Roessle, Jonathan T. Barron, Ben Mildenhall, Pratul P. Srinivasan, Matthias Nießner

CVPR 2022 Neural Head Avatars from Monocular RGB Videos Philip-William Grassal, Malte Prinzler, Titus Leistner, Carsten Rother, Matthias Nießner, Justus Thies

CVPR 2022 Neural RGB-D Surface Reconstruction Dejan Azinović, Ricardo Martin-Brualla, Dan B Goldman, Matthias Nießner, Justus Thies

CVPRW 2022 On the Exploitation of Deepfake Model Recognition Luca Guarnera, Oliver Giudice, Matthias Nießner, Sebastiano Battiato

ECCV 2022 Pose2Room: Understanding 3D Scenes from Human Activities Yinyu Nie, Angela Dai, Xiaoguang Han, Matthias Nießner

ECCV 2022 RC-MVSNet: Unsupervised Multi-View Stereo with Neural Rendering Di Chang, Aljaž Božič, Tong Zhang, Qingsong Yan, Yingcong Chen, Sabine Süsstrunk, Matthias Nießner

CVPR 2022 ROCA: Robust CAD Model Retrieval and Alignment from a Single Image Can Gümeli, Angela Dai, Matthias Nießner

CVPR 2022 StyleMesh: Style Transfer for Indoor 3D Scene Reconstructions Lukas Höllein, Justin Johnson, Matthias Nießner

ECCV 2022 TAFIM: Targeted Adversarial Attacks Against Facial Image Manipulations Shivangi Aneja, Lev Markhasin, Matthias Nießner

ECCV 2022 Texturify: Generating Textures on 3D Shape Surfaces Yawar Siddiqui, Justus Thies, Fangchang Ma, Qi Shan, Matthias Nießner, Angela Dai

ICCV 2021 4DComplete: Non-Rigid Motion Estimation Beyond the Observable Surface Yang Li, Hikari Takehara, Takafumi Taketomi, Bo Zheng, Matthias Nießner

ICCV 2021 Dynamic Surface Function Networks for Clothed Human Bodies Andrei Burov, Matthias Nießner, Justus Thies

AAAI 2021 Explicitly Modeled Attention Maps for Image Classification Andong Tan, Duc Tam Nguyen, Maximilian Dax, Matthias Nießner, Thomas Brox

ICCV 2021 ID-Reveal: Identity-Aware DeepFake Video Detection Davide Cozzolino, Andreas Rössler, Justus Thies, Matthias Nießner, Luisa Verdoliva

ICCV 2021 NPMs: Neural Parametric Models for 3D Deformable Shapes Pablo Palafox, Aljaž Božič, Justus Thies, Matthias Nießner, Angela Dai

ICCV 2021 Pri3D: Can 3D Priors Help 2D Representation Learning? Ji Hou, Saining Xie, Benjamin Graham, Angela Dai, Matthias Nießner

ICCV 2021 RetrievalFuse: Neural 3D Scene Reconstruction with a Database Yawar Siddiqui, Justus Thies, Fangchang Ma, Qi Shan, Matthias Nießner, Angela Dai

CVPRW 2021 SpoC: Spoofing Camera Fingerprints Davide Cozzolino, Justus Thies, Andreas Rössler, Matthias Nießner, Luisa Verdoliva

CVPRW 2020 Homogeneous Linear Inequality Constraints for Neural Network Activations Thomas Frerix, Matthias Nießner, Daniel Cremers

ICLR 2020 Image-Guided Neural Object Rendering Justus Thies, Michael Zollhöfer, Christian Theobalt, Marc Stamminger, Matthias Nießner

ECCV 2020 Modeling 3D Shapes by Reinforcement Learning Cheng Lin, Tingxiang Fan, Wenping Wang, Matthias Nießner

ECCV 2020 Neural Voice Puppetry: Audio-Driven Facial Reenactment Justus Thies, Mohamed Elgharib, Ayush Tewari, Christian Theobalt, Matthias Nießner

ECCV 2020 ScanRefer: 3D Object Localization in RGB-D Scans Using Natural Language Dave Zhenyu Chen, Angel X. Chang, Matthias Nießner

ECCV 2020 SceneCAD: Predicting Object Alignments and Layouts in RGB-D Scans Armen Avetisyan, Tatiana Khanova, Christopher Choy, Denver Dash, Angela Dai, Matthias Nießner

ECCV 2016 VolumeDeform: Real-Time Volumetric Non-Rigid Reconstruction Matthias Innmann, Michael Zollhöfer, Matthias Nießner, Christian Theobalt, Marc Stamminger