Sotabase

Career

· Lead of the Scene Representation Group, MIT CSAIL2025–
· Assistant Professor and Group Lead, MIT CSAIL Scene Representation Group2022–
· Assistant Professor, Scene Representation Group Lead, MIT EECS2022–
· Postdoctoral Researcher, MIT2020–
· Research Intern, Google AI
· Assistant Professor, Massachusetts Institute of Technology
· Postdoctoral Researcher, MIT CSAIL
· Ph.D. Student in Electrical Engineering, Stanford University
· Bachelor of Science in Electrical Engineering, Technical University of Munich
· Co-Founder and Chief Scientist, Yellow Technologies

Publications (18)

Implicit Neural Representations with Periodic Activation Functions
Neural Information Processing Systems · 2020
3,204
cited
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations
Neural Information Processing Systems · 2019
1,358
cited
DeepVoxels: Learning Persistent 3D Feature Embeddings
Computer Vision and Pattern Recognition · 2018
715
cited
Advances in Neural Rendering
SIGGRAPH Courses · 2021
515
cited
State of the Art on Neural Rendering
Computer graphics forum (Print) · 2020
514
cited
Hybrid optical-electronic convolutional neural networks with optimized diffractive optics for image classification
Scientific Reports · 2018
472
cited
Saliency in VR: How Do People Explore Virtual Environments?
IEEE Transactions on Visualization and Computer Graphics · 2016
449
cited
End-to-end optimization of optics and image processing for achromatic extended depth of field and super-resolution imaging
ACM Transactions on Graphics · 2018
402
cited
MetaSDF: Meta-learning Signed Distance Functions
Neural Information Processing Systems · 2020
273
cited
Unrolled Optimization with Deep Priors
arXiv.org · 2017
191
cited
Movie editing and cognitive event segmentation in virtual reality video
ACM Transactions on Graphics · 2017
108
cited
Dirty Pixels: Optimizing Image Classification Architectures for Raw Sensor Data
arXiv.org · 2017
95
cited
Towards a Machine-Learning Approach for Sickness Prediction in 360° Stereoscopic Videos
IEEE Transactions on Visualization and Computer Graphics · 2018
95
cited
Dirty Pixels: Towards End-to-end Image Processing and Perception
ACM Transactions on Graphics · 2017
66
cited
Semantic Implicit Neural Scene Representations With Semi-Supervised Training
International Conference on 3D Vision · 2020
49
cited
How do people explore virtual environments
2016
39
cited
Inferring Semantic Information with 3D Neural Scene Representations
arXiv.org · 2020
14
cited
Optical Convolutional Neural Networks with Optimized Phase Masks for Image Classification
2018
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Vincent Sitzmann | Researcher Profile | Sotabase | Sotabase