Sotabase

Career

· Distinguished Scientist, Apple2021–
· Chief Scientist for Intelligent Systems, Intel2015–2021
· Research Scientist in Visual Computing, Adobe2013–2014
· Assistant Professor, Stanford University2005–2013
· Postdoctoral Researcher, UC Berkeley2002–2005
· PhD in Computer Science, Tel Aviv University1998–2002

Publications (238)

Multi-Scale Context Aggregation by Dilated Convolutions
International Conference on Learning Representations · 2015
9,149
cited
CARLA: An Open Urban Driving Simulator
Conference on Robot Learning · 2017
6,234
cited
An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling
arXiv.org · 2018
6,006
cited
Efficient Inference in Fully Connected CRFs with Gaussian Edge Potentials
Neural Information Processing Systems · 2011
3,629
cited
Direct Sparse Odometry
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016
2,796
cited
Vision Transformers for Dense Prediction
IEEE International Conference on Computer Vision · 2021
2,390
cited
Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-Shot Cross-Dataset Transfer
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2019
2,276
cited
Playing for Data: Ground Truth from Computer Games
European Conference on Computer Vision · 2016
2,179
cited
Open3D: A Modern Library for 3D Data Processing
arXiv.org · 2018
1,953
cited
Dilated Residual Networks
Computer Vision and Pattern Recognition · 2017
1,758
cited
Habitat: A Platform for Embodied AI Research
IEEE International Conference on Computer Vision · 2019
1,699
cited
Multi-Task Learning as Multi-Objective Optimization
Neural Information Processing Systems · 2018
1,564
cited
Learning agile and dynamic motor skills for legged robots
Science Robotics · 2019
1,556
cited
Learning quadrupedal locomotion over challenging terrain
Science Robotics · 2020
1,465
cited
Learning to See in the Dark
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2018
1,387
cited
Tracking Objects as Points
European Conference on Computer Vision · 2020
1,265
cited
End-to-End Driving Via Conditional Imitation Learning
IEEE International Conference on Robotics and Automation · 2017
1,188
cited
NeRF++: Analyzing and Improving Neural Radiance Fields
arXiv.org · 2020
1,186
cited
Fast Global Registration
European Conference on Computer Vision · 2016
1,033
cited
Photographic Image Synthesis with Cascaded Refinement Networks
IEEE International Conference on Computer Vision · 2017
990
cited
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