Vincent Sitzmann

发表

End-to-end optimization of optics and image processing for achromatic extended depth of field and super-resolution imaging

Stephen P. Boyd, Yifan Peng, Gordon Wetzstein, 2018, ACM Trans. Graph..

Hybrid optical-electronic convolutional neural networks with optimized diffractive optics for image classification

Gordon Wetzstein, Vincent Sitzmann, Xiong Dun, 2018, Scientific Reports.

Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations

Gordon Wetzstein, Vincent Sitzmann, Michael Zollhoefer, 2019, NeurIPS.

DeepVoxels: Learning Persistent 3D Feature Embeddings

Gordon Wetzstein, Justus Thies, Matthias Nießner, 2018, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

State of the Art on Neural Rendering

Gordon Wetzstein, Justus Thies, Vincent Sitzmann, 2020, Comput. Graph. Forum.

A Qualitative Assessment of Applications, Recent Trends and the Technology's Future Potential

Vincent Sitzmann, Laura Bechthold, Veronika Fischer, 2015 .

Dirty Pixels: Optimizing Image Classification Architectures for Raw Sensor Data pdf

Stephen P. Boyd, Gordon Wetzstein, Vincent Sitzmann, 2017, ArXiv.

Implicit Neural Representations with Periodic Activation Functions pdf

Gordon Wetzstein, Vincent Sitzmann, David B. Lindell, 2020, NeurIPS.

Movie editing and cognitive event segmentation in virtual reality video

Gordon Wetzstein, Vincent Sitzmann, Belén Masiá, 2017, ACM Trans. Graph..

Towards a Machine-Learning Approach for Sickness Prediction in 360° Stereoscopic Videos

Gordon Wetzstein, Vincent Sitzmann, Nitish Padmanaban, 2018, IEEE Transactions on Visualization and Computer Graphics.

Inferring Semantic Information with 3D Neural Scene Representations pdf

Gordon Wetzstein, Vincent Sitzmann, Amit Kohli, 2020, ArXiv.

Unrolled Optimization with Deep Priors pdf

Gordon Wetzstein, Vincent Sitzmann, Steven Diamond, 2017, ArXiv.

MetaSDF: Meta-learning Signed Distance Functions pdf

Gordon Wetzstein, Vincent Sitzmann, Noah Snavely, 2020, NeurIPS.

How do people explore virtual environments

Gordon Wetzstein, Diego Gutierrez, Vincent Sitzmann, 2016, 1612.04335.

Semantic Implicit Neural Scene Representations With Semi-Supervised Training

Gordon Wetzstein, Vincent Sitzmann, Amit Kohli, 2020, 2020 International Conference on 3D Vision (3DV).

Optical Convolutional Neural Networks with Optimized Phase Masks for Image Classification

Gordon Wetzstein, Vincent Sitzmann, Julie Chang, 2018 .

Saliency in VR: How Do People Explore Virtual Environments?

Gordon Wetzstein, Diego Gutierrez, Vincent Sitzmann, 2016, IEEE Transactions on Visualization and Computer Graphics.

Learning Signal-Agnostic Manifolds of Neural Fields pdf

Vincent Sitzmann, Joshua B. Tenenbaum, Yilun Du, 2021, NeurIPS.

Single-Shot Scene Reconstruction

Frédo Durand, Vincent Sitzmann, Joshua B. Tenenbaum, 2021, CoRL.

3D Neural Scene Representations for Visuomotor Control pdf

Vincent Sitzmann, Antonio Torralba, Pulkit Agrawal, 2021, CoRL.

Light Field Networks: Neural Scene Representations with Single-Evaluation Rendering pdf

Vincent Sitzmann, Joshua B. Tenenbaum, William T. Freeman, 2021, NeurIPS.

Neural Descriptor Fields: SE(3)-Equivariant Object Representations for Manipulation pdf

Vincent Sitzmann, Joshua B. Tenenbaum, Andrea Tagliasacchi, 2021, 2022 International Conference on Robotics and Automation (ICRA).

Dirty Pixels: Towards End-to-end Image Processing and Perception

Stephen P. Boyd, Gordon Wetzstein, Stephen Boyd, 2017, ACM Trans. Graph..

Deep Medial Fields pdf

Vincent Sitzmann, Andrea Tagliasacchi, Kwang Moo Yi, 2021, ArXiv.

Neural Fields in Visual Computing and Beyond pdf

Vincent Sitzmann, Federico Tombari, James Tompkin, 2021, Computer graphics forum (Print).

Semantic Implicit Neural Scene Representations With Semi-Supervised Training

Gordon Wetzstein, Vincent Sitzmann, Amit Kohli, 2020, 2020 International Conference on 3D Vision (3DV).