Sotabase

Career

· Software Engineer / Director and Principal Engineer, Google2013–
· Senior Researcher, UC Berkeley2009–2011
· PhD Student, ETH Zurich
· Google
· VP R&D, HighlightCam
· Fellow, Max Planck Center for Visual Computing and Communication
· Visiting Assistant Professor / Researcher, Stanford University
· Various Roles, Startups (various)

Publications (40)

This Paper Is Included in the Proceedings of the 12th Usenix Symposium on Operating Systems Design and Implementation (osdi '16). Tensorflow: a System for Large-scale Machine Learning Tensorflow: a System for Large-scale Machine Learning
19,241
cited
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems
arXiv.org · 2016
11,560
cited
Unsupervised Learning of Depth and Ego-Motion from Monocular Video Using 3D Geometric Constraints
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2018
760
cited
TFX: A TensorFlow-Based Production-Scale Machine Learning Platform
Knowledge Discovery and Data Mining · 2017
435
cited
Dynamic local remeshing for elastoplastic simulation
ACM Transactions on Graphics · 2010
189
cited
Adaptive Space Deformations Based on Rigid Cells
Computer graphics forum (Print) · 2007
162
cited
Polyhedral Finite Elements Using Harmonic Basis Functions
Computer graphics forum (Print) · 2008
155
cited
A Finite Element Method on Convex Polyhedra
Computer graphics forum (Print) · 2007
136
cited
Simulating liquids and solid-liquid interactions with lagrangian meshes
TOGS · 2013
119
cited
Shape Decomposition using Modal Analysis
Computer graphics forum (Print) · 2009
93
cited
Predictive QoS routing to mobile sinks in wireless sensor networks
2009 International Conference on Information Processing in Sensor Networks · 2009
82
cited
Data stashing: energy-efficient information delivery to mobile sinks through trajectory prediction
International Symposium on Information Processing in Sensor Networks · 2010
64
cited
Localization of mobile users using trajectory matching
MELT '08 · 2008
47
cited
Geometry-based next frame prediction from monocular video
2017 IEEE Intelligent Vehicles Symposium (IV) · 2016
41
cited
Efficient Animation of Point‐Sampled Thin Shells
Computer graphics forum (Print) · 2005
40
cited
Interactive 3D Painting on Point-Sampled Objects
Symposium on Point Based Graphics · 2004
39
cited
TensorFlow Estimators: Managing Simplicity vs. Flexibility in High-Level Machine Learning Frameworks
Knowledge Discovery and Data Mining · 2017
33
cited
Meshless Approximation Methods and Applications in Physics Based Modeling and Animation
Eurographics · 2009
28
cited
Untangling Cloth With Boundaries
28
cited
CSG tree rendering for point-sampled objects
12th Pacific Conference on Computer Graphics and Applications, 2004. PG 2004. Proceedings. · 2004
27
cited
Sotabase
Martin Wicke | Researcher Profile | Sotabase | Sotabase