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Google Brain (Robotics
Deep Reinforcement Learning for Vision-Based…
Google Brain
Robotics
- Deep Reinforcement Learning for Vision-Based Robotic Grasping
- Time-Contrastive Networks:
Self-Supervised Learning from Multi-View Observation
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PAIR: Big Picture Visualization Group
- Facets/ Facets Dive
- Distill
- Quick, Draw!
Fernanda Viegas:
Senior Research Scientist- big picture group- data visualization
-Distributed systems and parallel computing
-Education innovation
-Human- Computer Interaction and Visualization
-Machine Intelligence
Martin Wattenberg
Research Scientist/Co-founder of big picture group
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Yonghui Wu :check:
Principal Software Engineer
ML and DL for ranking system
automatic speech translation
speech synthesis
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Ed Chi: :check:
Principal Scientist for Neural Recommender System and Social Computing Research
improvements of recommenders for YouTube, Google Play Store and Google+
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Machine Learning Algorithm and Techiques
- capsules
- sparsely-gated mixtures of experts
- hypernetworks
- new kinds of multi-modal models
-symbolic and non-symbolic learned optimization methods
- back-propagate through discrete variables
Geoffrey Hinton
Capsule Neural Network
Co- founder/ principical scientist
- Algorithm and theory-
-Machine intellengce
-NLP
-Speech processing
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Natural Language Understanding/Perception
- Sequence to Sequence Learning
with Neural Networks (2014)
- A Neural Network for Machine Translation, at Production Scale
- Zero-Shot Translation with Google’s Multilingual Neural Machine Translation System
- Tacotron 2’s model architecture
Yonghui Wu :check:
Principal Scientist
-Information Retrieval; Ranking; ML
-NLP
-Machine translation
Samy Bengio
Principal Scientist
-Statistical ML
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Healthcare and Bioscience
Ophthalmology and digital pathology
- Diagnosing Diabetic Eye Disease
- Assisting Pathologists in Detecting Cancer
- Genomics: DeepVariant Highly Accurate Genomes with DNN.
Greg Corrado
Senior research scientist/Co Founder of Google Brain
- Biological Neuroscience
-Artificial Intelligence
-Scalable ML
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Michael C. Muelly, M.D:
Research Scientist for ML for healthcare
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George Dahl
Research Scientist;
Deep Learning Approach to Linguistic and Perceptual Data,Chemical, Biological, Medical Data
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Yi Zhang :check:
Staff Software Engineer, Tech Lead of Health Research
Data injection and ETL
Data Model Infrastruture
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Linh Tran
Research Scientist
Machine Learning and Deepl Learning Algorithm for pediatric nervous system
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De Wang :check:
Senior Software Engineer
ML modeling infrastructure and Data Platform
Security and Privacy for ML system
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Music and Art Generation
Megenta project
Developing new deep learning and reinforcement learning algorithms for generating songs and other art materials
Douglas Eck
Principal Scientist
-human computer interaction and visualization
-Machine intelligence
-Machine Perception
-NLP
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Erich Elsen
Research Scientist
Tensorflow Development and Reinforcement learning research on Music and Art
Pablo Samuel Castro
Senior Research Software Engineer
Reinforcement Learning and ML applied to music and creativity
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Computer System for Machine Learning
- Tensorflow
- TPU
TPU 2.0
TPU 3.0
Rajat Monga
Principal Scientist
Tensorflow/OpenML library
Paul Barhm
Principal Scientist
TPU/Low level Tensorflow
Patrick Nguyen
Senior Staff Research Scientist
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Jamin Chen :check:
Senior Software Engineer
Distributed Systems and Parallel Computing
Machine Intelligence
Zhifeng Chen :check:
Senior Software Engineer
Distributed Systems and Parallel Computing
Machine Intelligence
Networking
Sanjay Ghemawat
Software Engineer
Data Management
Distributed Systems and Parallel Computing
Machine Intelligence
Natural Language Processing
Software Systems
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Shuyuan Zhang :check:
Senior Software Engineer
Deep Learning, speech to speech translation
Yuanzhong Xu :check:
Senior Software Engineer
System for Machine Learning,TPU
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Yanping Huang :check:
Software Engineer
AutoML,Tensorflow performance improvement and distributed multi-GPU ML system
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Xiaobing Liu :check:
Staff Software Engineer
Tensorflow
Distributed System and Parallel Computing
Machine Intelligence
Machine Translation NLP
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