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ORCIDMatthias Nießner
Person information
- affiliation: Technical University of Munich, Germany
- affiliation (former): Stanford University
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2020 – today
- 2023
[j39]Kevis-Kokitsi Maninis
, Stefan Popov, Matthias Nießner, Vittorio Ferrari:
Vid2CAD: CAD Model Alignment Using Multi-View Constraints From Videos. IEEE Trans. Pattern Anal. Mach. Intell. 45(1): 1320-1327 (2023)- [i126]Biao Zhang, Jiapeng Tang, Matthias Nießner, Peter Wonka:
3DShape2VecSet: A 3D Shape Representation for Neural Fields and Generative Diffusion Models. CoRR abs/2301.11445 (2023) - [i125]Junwen Huang, Alexey Artemov, Yujin Chen, Shuaifeng Zhi, Kai Xu, Matthias Nießner:
S4R: Self-Supervised Semantic Scene Reconstruction from RGB-D Scans. CoRR abs/2302.03640 (2023) - [i124]Ji Hou, Xiaoliang Dai, Zijian He, Angela Dai, Matthias Nießner:
Mask3D: Pre-training 2D Vision Transformers by Learning Masked 3D Priors. CoRR abs/2302.14746 (2023) - [i123]Dave Zhenyu Chen, Yawar Siddiqui, Hsin-Ying Lee, Sergey Tulyakov, Matthias Nießner:
Text2Tex: Text-driven Texture Synthesis via Diffusion Models. CoRR abs/2303.11396 (2023) - [i122]Lukas Höllein, Ang Cao, Andrew Owens, Justin Johnson, Matthias Nießner:
Text2Room: Extracting Textured 3D Meshes from 2D Text-to-Image Models. CoRR abs/2303.11989 (2023) - [i121]Ananta R. Bhattarai, Matthias Nießner, Artem Sevastopolsky:
TriPlaneNet: An Encoder for EG3D Inversion. CoRR abs/2303.13497 (2023) - [i120]Jiapeng Tang, Yinyu Nie, Lev Markhasin, Angela Dai, Justus Thies, Matthias Nießner:
DiffuScene: Scene Graph Denoising Diffusion Probabilistic Model for Generative Indoor Scene Synthesis. CoRR abs/2303.14207 (2023) - [i119]Ziya Erkoç, Fangchang Ma, Qi Shan, Matthias Nießner, Angela Dai:
HyperDiffusion: Generating Implicit Neural Fields with Weight-Space Diffusion. CoRR abs/2303.17015 (2023) - [i118]Tobias Kirschstein, Shenhan Qian, Simon Giebenhain, Tim Walter, Matthias Nießner:
NeRSemble: Multi-view Radiance Field Reconstruction of Human Heads. CoRR abs/2305.03027 (2023) - [i117]Mustafa Isik, Martin Rünz, Markos Georgopoulos, Taras Khakhulin, Jonathan Starck, Lourdes Agapito, Matthias Nießner:
HumanRF: High-Fidelity Neural Radiance Fields for Humans in Motion. CoRR abs/2305.06356 (2023) - 2022
- [j38]Ayush Tewari, Justus Thies, Ben Mildenhall, Pratul P. Srinivasan, Edgar Tretschk, Yifan Wang, Christoph Lassner, Vincent Sitzmann, Ricardo Martin-Brualla, Stephen Lombardi, Tomas Simon, Christian Theobalt, Matthias Nießner, Jonathan T. Barron, Gordon Wetzstein, Michael Zollhöfer, Vladislav Golyanik:
Advances in Neural Rendering. Comput. Graph. Forum 41(2): 703-735 (2022) - [c102]Luca Guarnera, Oliver Giudice, Matthias Nießner, Sebastiano Battiato:
On the Exploitation of Deepfake Model Recognition. CVPR Workshops 2022: 61-70 - [c101]Norman Müller, Andrea Simonelli, Lorenzo Porzi, Samuel Rota Bulò, Matthias Nießner, Peter Kontschieder:
AutoRF: Learning 3D Object Radiance Fields from Single View Observations. CVPR 2022: 3961-3970 - [c100]Can Gümeli, Angela Dai, Matthias Nießner:
ROCA: Robust CAD Model Retrieval and Alignment from a Single Image. CVPR 2022: 4012-4021 - [c99]Lukas Höllein, Justin Johnson, Matthias Nießner:
StyleMesh: Style Transfer for Indoor 3D Scene Reconstructions. CVPR 2022: 6188-6198 - [c98]Dejan Azinovic, Ricardo Martin-Brualla, Dan B. Goldman, Matthias Nießner, Justus Thies:
Neural RGB-D Surface Reconstruction. CVPR 2022: 6280-6291 - [c97]Barbara Roessle, Jonathan T. Barron, Ben Mildenhall, Pratul P. Srinivasan, Matthias Nießner:
Dense Depth Priors for Neural Radiance Fields from Sparse Input Views. CVPR 2022: 12882-12891 - [c96]Philip-William Grassal, Malte Prinzler, Titus Leistner, Carsten Rother, Matthias Nießner, Justus Thies:
Neural Head Avatars from Monocular RGB Videos. CVPR 2022: 18632-18643 - [c95]Shivangi Aneja, Lev Markhasin, Matthias Nießner:
TAFIM: Targeted Adversarial Attacks Against Facial Image Manipulations. ECCV (14) 2022: 58-75 - [c94]Yawar Siddiqui, Justus Thies, Fangchang Ma, Qi Shan, Matthias Nießner, Angela Dai:
Texturify: Generating Textures on 3D Shape Surfaces. ECCV (3) 2022: 72-88 - [c93]Yinyu Nie, Angela Dai, Xiaoguang Han, Matthias Nießner:
Pose2Room: Understanding 3D Scenes from Human Activities. ECCV (27) 2022: 425-443 - [c92]Yunlu Chen, Basura Fernando, Hakan Bilen, Matthias Nießner, Efstratios Gavves:
3D Equivariant Graph Implicit Functions. ECCV (3) 2022: 485-502 - [c91]Dave Zhenyu Chen, Qirui Wu, Matthias Nießner, Angel X. Chang:
D3Net: A Unified Speaker-Listener Architecture for 3D Dense Captioning and Visual Grounding. ECCV (32) 2022: 487-505 - [c90]Yujin Chen, Matthias Nießner, Angela Dai:
4DContrast: Contrastive Learning with Dynamic Correspondences for 3D Scene Understanding. ECCV (32) 2022: 543-560 - [c89]Di Chang, Aljaz Bozic, Tong Zhang, Qingsong Yan, Yingcong Chen, Sabine Süsstrunk, Matthias Nießner:
RC-MVSNet: Unsupervised Multi-View Stereo with Neural Rendering. ECCV (31) 2022: 665-680 - [c88]Peter Kocsis, Peter Súkeník, Guillem Brasó, Matthias Nießner, Laura Leal-Taixé, Ismail Elezi:
The Unreasonable Effectiveness of Fully-Connected Layers for Low-Data Regimes. NeurIPS 2022 - [c87]Biao Zhang, Matthias Nießner, Peter Wonka:
3DILG: Irregular Latent Grids for 3D Generative Modeling. NeurIPS 2022 - [c86]Jiapeng Tang, Lev Markhasin, Bi Wang, Justus Thies, Matthias Nießner:
Neural Shape Deformation Priors. NeurIPS 2022 - [c85]Jiemin Fang, Taoran Yi, Xinggang Wang, Lingxi Xie, Xiaopeng Zhang, Wenyu Liu, Matthias Nießner, Qi Tian:
Fast Dynamic Radiance Fields with Time-Aware Neural Voxels. SIGGRAPH Asia 2022: 11:1-11:9 - [i116]Di Chang, Aljaz Bozic, Tong Zhang, Qingsong Yan, Yingcong Chen, Sabine Süsstrunk, Matthias Nießner:
RC-MVSNet: Unsupervised Multi-View Stereo with Neural Rendering. CoRR abs/2203.03949 (2022) - [i115]Yunlu Chen, Basura Fernando, Hakan Bilen, Matthias Nießner, Efstratios Gavves:
3D Equivariant Graph Implicit Functions. CoRR abs/2203.17178 (2022) - [i114]Yawar Siddiqui, Justus Thies, Fangchang Ma, Qi Shan, Matthias Nießner, Angela Dai:
Texturify: Generating Textures on 3D Shape Surfaces. CoRR abs/2204.02411 (2022) - [i113]Davide Cozzolino, Matthias Nießner, Luisa Verdoliva:
Audio-Visual Person-of-Interest DeepFake Detection. CoRR abs/2204.03083 (2022) - [i112]Norman Müller, Andrea Simonelli, Lorenzo Porzi, Samuel Rota Bulò, Matthias Nießner, Peter Kontschieder:
AutoRF: Learning 3D Object Radiance Fields from Single View Observations. CoRR abs/2204.03593 (2022) - [i111]Luca Guarnera, Oliver Giudice, Matthias Nießner, Sebastiano Battiato:
On the Exploitation of Deepfake Model Recognition. CoRR abs/2204.04513 (2022) - [i110]Barbara Roessle, Matthias Nießner:
End2End Multi-View Feature Matching using Differentiable Pose Optimization. CoRR abs/2205.01694 (2022) - [i109]Biao Zhang, Matthias Nießner, Peter Wonka:
3DILG: Irregular Latent Grids for 3D Generative Modeling. CoRR abs/2205.13914 (2022) - [i108]Jiemin Fang, Taoran Yi, Xinggang Wang, Lingxi Xie, Xiaopeng Zhang, Wenyu Liu, Matthias Nießner, Qi Tian:
Fast Dynamic Radiance Fields with Time-Aware Neural Voxels. CoRR abs/2205.15285 (2022) - [i107]Dominik Schmauser, Zeju Qiu, Norman Müller, Matthias Nießner:
3D Multi-Object Tracking with Differentiable Pose Estimation. CoRR abs/2206.13785 (2022) - [i106]Jiapeng Tang, Lev Markhasin, Bi Wang, Justus Thies, Matthias Nießner:
Neural Shape Deformation Priors. CoRR abs/2210.05616 (2022) - [i105]Peter Kocsis, Peter Súkeník, Guillem Brasó, Matthias Nießner, Laura Leal-Taixé, Ismail Elezi:
The Unreasonable Effectiveness of Fully-Connected Layers for Low-Data Regimes. CoRR abs/2210.05657 (2022) - [i104]Artem Sevastopolsky, Yury Malkov, Nikita Durasov, Luisa Verdoliva, Matthias Nießner:
How to Boost Face Recognition with StyleGAN? CoRR abs/2210.10090 (2022) - [i103]Yinyu Nie, Angela Dai, Xiaoguang Han, Matthias Nießner:
Learning 3D Scene Priors with 2D Supervision. CoRR abs/2211.14157 (2022) - [i102]Angela Dai, Matthias Nießner:
Neural Poisson: Indicator Functions for Neural Fields. CoRR abs/2211.14249 (2022) - [i101]Dave Zhenyu Chen, Ronghang Hu, Xinlei Chen, Matthias Nießner, Angel X. Chang:
UniT3D: A Unified Transformer for 3D Dense Captioning and Visual Grounding. CoRR abs/2212.00836 (2022) - [i100]Dejan Azinovic, Olivier Maury, Christophe Hery, Matthias Nießner, Justus Thies:
High-Res Facial Appearance Capture from Polarized Smartphone Images. CoRR abs/2212.01160 (2022) - [i99]Norman Müller, Yawar Siddiqui, Lorenzo Porzi, Samuel Rota Bulò, Peter Kontschieder, Matthias Nießner:
DiffRF: Rendering-Guided 3D Radiance Field Diffusion. CoRR abs/2212.01206 (2022) - [i98]Shivangi Aneja, Justus Thies, Angela Dai, Matthias Nießner:
ClipFace: Text-guided Editing of Textured 3D Morphable Models. CoRR abs/2212.01406 (2022) - [i97]Can Gümeli, Angela Dai, Matthias Nießner:
ObjectMatch: Robust Registration using Canonical Object Correspondences. CoRR abs/2212.01985 (2022) - [i96]Simon Giebenhain, Tobias Kirschstein, Markos Georgopoulos, Martin Rünz, Lourdes Agapito, Matthias Nießner:
Learning Neural Parametric Head Models. CoRR abs/2212.02761 (2022) - [i95]Abdullah Hamdi, Bernard Ghanem, Matthias Nießner:
SPARF: Large-Scale Learning of 3D Sparse Radiance Fields from Few Input Images. CoRR abs/2212.09100 (2022) - [i94]Yawar Siddiqui, Lorenzo Porzi, Samuel Rota Bulò, Norman Müller, Matthias Nießner, Angela Dai, Peter Kontschieder:
Panoptic Lifting for 3D Scene Understanding with Neural Fields. CoRR abs/2212.09802 (2022) - 2021
- [j37]Yu-Shiang Wong, Changjian Li, Matthias Nießner, Niloy J. Mitra:
RigidFusion: RGB-D Scene Reconstruction with Rigidly-moving Objects. Comput. Graph. Forum 40(2): 511-522 (2021) - [j36]Michael Mara, Felix Heide, Michael Zollhöfer, Matthias Nießner, Pat Hanrahan:
Thallo - Scheduling for High-Performance Large-Scale Non-Linear Least-Squares Solvers. ACM Trans. Graph. 40(5): 184:1-184:14 (2021) - [c84]Xinpeng Wang, Chandan Yeshwanth, Matthias Nießner:
SceneFormer: Indoor Scene Generation with Transformers. 3DV 2021: 106-115 - [c83]Andong Tan, Duc Tam Nguyen, Maximilian Dax, Matthias Nießner, Thomas Brox:
Explicitly Modeled Attention Maps for Image Classification. AAAI 2021: 9799-9807 - [c82]Davide Cozzolino, Justus Thies, Andreas Rössler, Matthias Nießner, Luisa Verdoliva:
SpoC: Spoofing Camera Fingerprints. CVPR Workshops 2021: 990-1000 - [c81]Aljaz Bozic, Pablo R. Palafox, Michael Zollhöfer, Justus Thies, Angela Dai, Matthias Nießner:
Neural Deformation Graphs for Globally-Consistent Non-Rigid Reconstruction. CVPR 2021: 1450-1459 - [c80]Angela Dai, Yawar Siddiqui, Justus Thies, Julien Valentin, Matthias Nießner:
SPSG: Self-Supervised Photometric Scene Generation From RGB-D Scans. CVPR 2021: 1747-1756 - [c79]Dave Zhenyu Chen, Ali Gholami, Matthias Nießner, Angel X. Chang:
Scan2Cap: Context-Aware Dense Captioning in RGB-D Scans. CVPR 2021: 3193-3203 - [c78]Yinyu Nie, Ji Hou, Xiaoguang Han, Matthias Nießner:
RfD-Net: Point Scene Understanding by Semantic Instance Reconstruction. CVPR 2021: 4608-4618 - [c77]Norman Müller, Yu-Shiang Wong, Niloy J. Mitra, Angela Dai, Matthias Nießner:
Seeing Behind Objects for 3D Multi-Object Tracking in RGB-D Sequences. CVPR 2021: 6071-6080 - [c76]Guy Gafni, Justus Thies, Michael Zollhöfer, Matthias Nießner:
Dynamic Neural Radiance Fields for Monocular 4D Facial Avatar Reconstruction. CVPR 2021: 8649-8658 - [c75]Ji Hou, Benjamin Graham, Matthias Nießner, Saining Xie:
Exploring Data-Efficient 3D Scene Understanding With Contrastive Scene Contexts. CVPR 2021: 15587-15597 - [c74]Ji Hou, Saining Xie, Benjamin Graham, Angela Dai, Matthias Nießner:
Pri3D: Can 3D Priors Help 2D Representation Learning? ICCV 2021: 5673-5682 - [c73]Andrei Burov, Matthias Nießner, Justus Thies:
Dynamic Surface Function Networks for Clothed Human Bodies. ICCV 2021: 10734-10744 - [c72]Yawar Siddiqui, Justus Thies, Fangchang Ma, Qi Shan, Matthias Nießner, Angela Dai:
RetrievalFuse: Neural 3D Scene Reconstruction with a Database. ICCV 2021: 12548-12557 - [c71]Pablo R. Palafox, Aljaz Bozic, Justus Thies, Matthias Nießner, Angela Dai:
NPMs: Neural Parametric Models for 3D Deformable Shapes. ICCV 2021: 12675-12685 - [c70]Yang Li, Hikari Takehara, Takafumi Taketomi, Bo Zheng, Matthias Nießner:
4DComplete: Non-Rigid Motion Estimation Beyond the Observable Surface. ICCV 2021: 12686-12696 - [c69]Davide Cozzolino, Andreas Rössler, Justus Thies, Matthias Nießner, Luisa Verdoliva:
ID-Reveal: Identity-aware DeepFake Video Detection. ICCV 2021: 15088-15097 - [c68]Matthias Nießner:
Why Neural Rendering Amazing. IMPROVE 2021: 5 - [c67]Aljaz Bozic, Pablo R. Palafox, Justus Thies, Angela Dai, Matthias Nießner:
TransformerFusion: Monocular RGB Scene Reconstruction using Transformers. NeurIPS 2021: 1403-1414 - [c66]Manuel Dahnert, Ji Hou, Matthias Nießner, Angela Dai:
Panoptic 3D Scene Reconstruction From a Single RGB Image. NeurIPS 2021: 8282-8293 - [c65]Ayush Tewari, Ohad Fried, Justus Thies, Vincent Sitzmann, Stephen Lombardi, Zexiang Xu, Tomas Simon, Matthias Nießner, Edgar Tretschk, Lingjie Liu, Ben Mildenhall, Pratul P. Srinivasan, Rohit Pandey, Sergio Orts-Escolano, Sean Ryan Fanello, Michelle Guo, Gordon Wetzstein, Jun-Yan Zhu, Christian Theobalt, Maneesh Agrawala, Daniel B. Goldman, Michael Zollhöfer:
Advances in neural rendering. SIGGRAPH Courses 2021: 1:1-1:320 - [i93]Shivangi Aneja, Christoph Bregler, Matthias Nießner:
Catching Out-of-Context Misinformation with Self-supervised Learning. CoRR abs/2101.06278 (2021) - [i92]Yawar Siddiqui, Justus Thies, Fangchang Ma, Qi Shan, Matthias Nießner, Angela Dai:
RetrievalFuse: Neural 3D Scene Reconstruction with a Database. CoRR abs/2104.00024 (2021) - [i91]Pablo R. Palafox, Aljaz Bozic, Justus Thies, Matthias Nießner, Angela Dai:
NPMs: Neural Parametric Models for 3D Deformable Shapes. CoRR abs/2104.00702 (2021) - [i90]Andrei Burov, Matthias Nießner, Justus Thies:
Dynamic Surface Function Networks for Clothed Human Bodies. CoRR abs/2104.03978 (2021) - [i89]Dejan Azinovic, Ricardo Martin-Brualla, Dan B. Goldman, Matthias Nießner, Justus Thies:
Neural RGB-D Surface Reconstruction. CoRR abs/2104.04532 (2021) - [i88]Ji Hou, Saining Xie, Benjamin Graham, Angela Dai, Matthias Nießner:
Pri3D: Can 3D Priors Help 2D Representation Learning? CoRR abs/2104.11225 (2021) - [i87]Yang Li, Hikari Takehara, Takafumi Taketomi, Bo Zheng, Matthias Nießner:
4DComplete: Non-Rigid Motion Estimation Beyond the Observable Surface. CoRR abs/2105.01905 (2021) - [i86]Aljaz Bozic, Pablo R. Palafox, Justus Thies, Angela Dai, Matthias Nießner:
TransformerFusion: Monocular RGB Scene Reconstruction using Transformers. CoRR abs/2107.02191 (2021) - [i85]Mohamed Elgharib, Mohit Mendiratta, Justus Thies, Matthias Nießner, Hans-Peter Seidel, Ayush Tewari, Vladislav Golyanik, Christian Theobalt:
Egocentric Videoconferencing. CoRR abs/2107.03109 (2021) - [i84]Shivangi Aneja, Cise Midoglu, Duc-Tien Dang-Nguyen, Michael Alexander Riegler, Pål Halvorsen, Matthias Nießner, Balu Adsumilli, Chris Bregler:
MMSys'21 Grand Challenge on Detecting Cheapfakes. CoRR abs/2107.05297 (2021) - [i83]Manuel Dahnert, Ji Hou, Matthias Nießner, Angela Dai:
Panoptic 3D Scene Reconstruction From a Single RGB Image. CoRR abs/2111.02444 (2021) - [i82]Ayush Tewari, Justus Thies, Ben Mildenhall, Pratul P. Srinivasan, Edgar Tretschk, Yifan Wang, Christoph Lassner, Vincent Sitzmann, Ricardo Martin-Brualla, Stephen Lombardi, Tomas Simon, Christian Theobalt, Matthias Nießner, Jonathan T. Barron, Gordon Wetzstein, Michael Zollhöfer, Vladislav Golyanik:
Advances in Neural Rendering. CoRR abs/2111.05849 (2021) - [i81]Lukas Höllein, Justin Johnson, Matthias Nießner:
StyleMesh: Style Transfer for Indoor 3D Scene Reconstructions. CoRR abs/2112.01530 (2021) - [i80]Dave Zhenyu Chen, Qirui Wu, Matthias Nießner, Angel X. Chang:
D3Net: A Speaker-Listener Architecture for Semi-supervised Dense Captioning and Visual Grounding in RGB-D Scans. CoRR abs/2112.01551 (2021) - [i79]Philip-William Grassal, Malte Prinzler, Titus Leistner, Carsten Rother, Matthias Nießner, Justus Thies:
Neural Head Avatars from Monocular RGB Videos. CoRR abs/2112.01554 (2021) - [i78]Can Gümeli, Angela Dai, Matthias Nießner:
ROCA: Robust CAD Model Retrieval and Alignment from a Single Image. CoRR abs/2112.01988 (2021) - [i77]Yujin Chen, Matthias Nießner, Angela Dai:
4DContrast: Contrastive Learning with Dynamic Correspondences for 3D Scene Understanding. CoRR abs/2112.02990 (2021) - [i76]Yinyu Nie, Angela Dai, Xiaoguang Han, Matthias Nießner:
Pose2Room: Understanding 3D Scenes from Human Activities. CoRR abs/2112.03030 (2021) - [i75]Barbara Roessle, Jonathan T. Barron, Ben Mildenhall, Pratul P. Srinivasan, Matthias Nießner:
Dense Depth Priors for Neural Radiance Fields from Sparse Input Views. CoRR abs/2112.03288 (2021) - [i74]Shivangi Aneja, Lev Markhasin, Matthias Nießner:
TAFIM: Targeted Adversarial Attacks against Facial Image Manipulations. CoRR abs/2112.09151 (2021) - 2020
- [j35]Ayush Tewari, Ohad Fried, Justus Thies, Vincent Sitzmann, Stephen Lombardi, Kalyan Sunkavalli, Ricardo Martin-Brualla, Tomas Simon, Jason M. Saragih, Matthias Nießner, Rohit Pandey, Sean Ryan Fanello, Gordon Wetzstein, Jun-Yan Zhu, Christian Theobalt, Maneesh Agrawala, Eli Shechtman, Dan B. Goldman, Michael Zollhöfer:
State of the Art on Neural Rendering. Comput. Graph. Forum 39(2): 701-727 (2020) - [j34]Mohamed Elgharib, Mohit Mendiratta, Justus Thies, Matthias Nießner, Hans-Peter Seidel, Ayush Tewari, Vladislav Golyanik, Christian Theobalt:
Egocentric videoconferencing. ACM Trans. Graph. 39(6): 268:1-268:16 (2020) - [j33]Nazim Haouchine, Frédérick Roy, Hadrien Courtecuisse, Matthias Nießner, Stephane Cotin:
Calipso: physics-based image and video editing through CAD model proxies. Vis. Comput. 36(1): 211-226 (2020) - [c64]Hassan Abu Alhaija, Siva Karthik Mustikovela, Justus Thies, Varun Jampani, Matthias Nießner, Andreas Geiger, Carsten Rother:
Intrinsic Autoencoders for Joint Deferred Neural Rendering and Intrinsic Image Decomposition. 3DV 2020: 1176-1185 - [c63]Angela Dai, Christian Diller, Matthias Nießner:
SG-NN: Sparse Generative Neural Networks for Self-Supervised Scene Completion of RGB-D Scans. CVPR 2020: 846-855 - [c62]Jingwei Huang, Justus Thies, Angela Dai, Abhijit Kundu, Chiyu "Max" Jiang, Leonidas J. Guibas, Matthias Nießner, Thomas A. Funkhouser:
Adversarial Texture Optimization From RGB-D Scans. CVPR 2020: 1556-1565 - [c61]Ji Hou, Angela Dai, Matthias Nießner:
RevealNet: Seeing Behind Objects in RGB-D Scans. CVPR 2020: 2095-2104 - [c60]Thomas Frerix, Matthias Nießner, Daniel Cremers:
Homogeneous Linear Inequality Constraints for Neural Network Activations. CVPR Workshops 2020: 3229-3234 - [c59]Yang Li, Aljaz Bozic, Tianwei Zhang, Yanli Ji, Tatsuya Harada, Matthias Nießner:
Learning to Optimize Non-Rigid Tracking. CVPR 2020: 4909-4917 - [c58]Chiyu "Max" Jiang, Avneesh Sud, Ameesh Makadia, Jingwei Huang, Matthias Nießner, Thomas A. Funkhouser:
Local Implicit Grid Representations for 3D Scenes. CVPR 2020: 6000-6009 - [c57]Aljaz Bozic, Michael Zollhöfer, Christian Theobalt, Matthias Nießner:
DeepDeform: Learning Non-Rigid RGB-D Reconstruction With Semi-Supervised Data. CVPR 2020: 7000-7010 - [c56]Francis Engelmann, Martin Bokeloh, Alireza Fathi, Bastian Leibe, Matthias Nießner:
3D-MPA: Multi-Proposal Aggregation for 3D Semantic Instance Segmentation. CVPR 2020: 9028-9037 - [c55]Yawar Siddiqui, Julien Valentin, Matthias Nießner:
ViewAL: Active Learning With Viewpoint Entropy for Semantic Segmentation. CVPR 2020: 9430-9440 - [c54]Dave Zhenyu Chen, Angel X. Chang, Matthias Nießner:
ScanRefer: 3D Object Localization in RGB-D Scans Using Natural Language. ECCV (20) 2020: 202-221 - [c53]Cheng Lin, Tingxiang Fan, Wenping Wang, Matthias Nießner:
Modeling 3D Shapes by Reinforcement Learning. ECCV (10) 2020: 545-561 - [c52]Armen Avetisyan, Tatiana Khanova, Christopher B. Choy, Denver Dash, Angela Dai, Matthias Nießner:
SceneCAD: Predicting Object Alignments and Layouts in RGB-D Scans. ECCV (22) 2020: 596-612 - [c51]Vladislav Ishimtsev, Alexey Bokhovkin, Alexey Artemov, Savva Ignatyev, Matthias Nießner, Denis Zorin, Evgeny Burnaev:
CAD-Deform: Deformable Fitting of CAD Models to 3D Scans. ECCV (13) 2020: 599-628 - [c50]Justus Thies, Mohamed Elgharib, Ayush Tewari, Christian Theobalt, Matthias Nießner:
Neural Voice Puppetry: Audio-Driven Facial Reenactment. ECCV (16) 2020: 716-731 - [c49]Matthias Nießner:
Semantic 3D Scene Understanding in RGB-D Scans. VISIGRAPP 2020: 5 - [c48]Justus Thies, Michael Zollhöfer, Christian Theobalt, Marc Stamminger, Matthias Nießner:
Image-guided Neural Object Rendering. ICLR 2020 - [c47]Aljaz Bozic, Pablo R. Palafox, Michael Zollhöfer, Angela Dai, Justus Thies, Matthias Nießner:
Neural Non-Rigid Tracking. NeurIPS 2020 - [c46]Matthias Innmann, Kihwan Kim, Jinwei Gu, Matthias Nießner, Charles T. Loop, Marc Stamminger, Jan Kautz:
NRMVS: Non-Rigid Multi-View Stereo. WACV 2020: 2743-2752 - [e1]Jens H. Krüger, Matthias Nießner, Jörg Stückler:
25th International Symposium on Vision, Modeling and Visualization, VMV 2020, Tübingen, Germany, September 28 - October 1, 2020. Eurographics Association 2020, ISBN 978-3-03868-123-6 [contents] - [i73]Jingwei Huang, Justus Thies, Angela Dai, Abhijit Kundu, Chiyu "Max" Jiang, Leonidas J. Guibas, Matthias Nießner, Thomas A. Funkhouser:
Adversarial Texture Optimization from RGB-D Scans. CoRR abs/2003.08400 (2020) - [i72]Chiyu "Max" Jiang, Avneesh Sud, Ameesh Makadia, Jingwei Huang, Matthias Nießner, Thomas A. Funkhouser:
Local Implicit Grid Representations for 3D Scenes. CoRR abs/2003.08981 (2020) - [i71]