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Vincent Sitzmann
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Implicit neural representations with periodic activation functions
V Sitzmann, J Martel, A Bergman, D Lindell, G Wetzstein
Advances in neural information processing systems 33, 7462-7473, 2020
14722020
Scene representation networks: Continuous 3d-structure-aware neural scene representations
V Sitzmann, M Zollhöfer, G Wetzstein
Advances in Neural Information Processing Systems 32, 2019
9302019
Deepvoxels: Learning persistent 3d feature embeddings
V Sitzmann, J Thies, F Heide, M Nießner, G Wetzstein, M Zollhofer
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
4742019
Saliency in VR: How do people explore virtual environments?
V Sitzmann, A Serrano, A Pavel, M Agrawala, D Gutierrez, B Masia, ...
IEEE transactions on visualization and computer graphics 24 (4), 1633-1642, 2018
4152018
Hybrid optical-electronic convolutional neural networks with optimized diffractive optics for image classification
J Chang, V Sitzmann, X Dun, W Heidrich, G Wetzstein
Scientific reports 8 (1), 12324, 2018
4112018
State of the art on neural rendering
A Tewari, O Fried, J Thies, V Sitzmann, S Lombardi, K Sunkavalli, ...
Computer Graphics Forum 39 (2), 701-727, 2020
3572020
Neural fields in visual computing and beyond
Y Xie, T Takikawa, S Saito, O Litany, S Yan, N Khan, F Tombari, ...
Computer Graphics Forum 41 (2), 641-676, 2022
287*2022
End-to-end optimization of optics and image processing for achromatic extended depth of field and super-resolution imaging
V Sitzmann, S Diamond, Y Peng, X Dun, S Boyd, W Heidrich, F Heide, ...
ACM Transactions on Graphics (TOG) 37 (4), 1-13, 2018
2852018
Advances in neural rendering
A Tewari, J Thies, B Mildenhall, P Srinivasan, E Tretschk, W Yifan, ...
Computer Graphics Forum 41 (2), 703-735, 2022
2322022
Unrolled optimization with deep priors
S Diamond, V Sitzmann, F Heide, G Wetzstein
arXiv preprint arXiv:1705.08041, 2017
1972017
Metasdf: Meta-learning signed distance functions
V Sitzmann, E Chan, R Tucker, N Snavely, G Wetzstein
Advances in Neural Information Processing Systems 33, 10136-10147, 2020
1722020
Dirty pixels: Towards end-to-end image processing and perception
S Diamond, V Sitzmann, F Julca-Aguilar, S Boyd, G Wetzstein, F Heide
ACM Transactions on Graphics (TOG) 40 (3), 1-15, 2021
151*2021
Light field networks: Neural scene representations with single-evaluation rendering
V Sitzmann, S Rezchikov, B Freeman, J Tenenbaum, F Durand
Advances in Neural Information Processing Systems 34, 19313-19325, 2021
1352021
Movie editing and cognitive event segmentation in virtual reality video
A Serrano, V Sitzmann, J Ruiz-Borau, G Wetzstein, D Gutierrez, B Masia
ACM Transactions on Graphics (TOG) 36 (4), 1-12, 2017
1162017
Neural descriptor fields: Se (3)-equivariant object representations for manipulation
A Simeonov, Y Du, A Tagliasacchi, JB Tenenbaum, A Rodriguez, ...
2022 International Conference on Robotics and Automation (ICRA), 6394-6400, 2022
98*2022
Towards a machine-learning approach for sickness prediction in 360 stereoscopic videos
N Padmanaban, T Ruban, V Sitzmann, AM Norcia, G Wetzstein
IEEE transactions on visualization and computer graphics 24 (4), 1594-1603, 2018
872018
Decomposing nerf for editing via feature field distillation
S Kobayashi, E Matsumoto, V Sitzmann
Advances in Neural Information Processing Systems 35, 23311-23330, 2022
852022
3d neural scene representations for visuomotor control
Y Li, S Li, V Sitzmann, P Agrawal, A Torralba
Conference on Robot Learning, 112-123, 2022
722022
Kubric: A scalable dataset generator
K Greff, F Belletti, L Beyer, C Doersch, Y Du, D Duckworth, DJ Fleet, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
572022
Semantic implicit neural scene representations with semi-supervised training
APS Kohli, V Sitzmann, G Wetzstein
2020 International Conference on 3D Vision (3DV), 423-433, 2020
46*2020
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