Transformer-XL: Unleashing the Potential of Attention Models

Posted by Zhilin Yang and Quoc Le, Google AI To correctly understand an article, sometimes one will need to refer to a word or a sentence ... | Continue reading


@ai.googleblog.com | 5 years ago

The Soft Actor-Critic Algorithm: Deep Reinforcement Learning for Robotics

Posted by Tuomas Haarnoja, Student Researcher and Sergey Levine, Faculty Advisor, Robotics at Google Deep reinforcement learning (RL) prov... | Continue reading


@ai.googleblog.com | 5 years ago

Natural Questions: A New Corpus and Challenge for Question Answering Research

Posted by Tom Kwiatkowski and Michael Collins, Research Scientists, Google AI Language Open-domain question answering (QA) is a benchmark... | Continue reading


@ai.googleblog.com | 5 years ago

Google's summary of its AI work in 2018

Posted by Jeff Dean, Senior Fellow and Google AI Lead, on behalf of the entire Google Research Community 2018 was an exciting year for Go... | Continue reading


@ai.googleblog.com | 5 years ago

Looking Back at Google’s Research Efforts in 2018

Posted by Jeff Dean, Senior Fellow and Google AI Lead, on behalf of the entire Google Research Community 2018 was an exciting year for Go... | Continue reading


@ai.googleblog.com | 5 years ago

Top Shot on Pixel 3

Posted by Li Zhang and Wei (Alex) Hong, Software Engineers Life is full of meaningful moments — from a child’s first step to an impromptu ... | Continue reading


@ai.googleblog.com | 5 years ago

Google AI Blog: Google AI Princeton: Current and Future Research

Posted by Elad Hazan and Yoram Singer, Research Scientists, Google AI and Princeton University Google has long partnered with academia to... | Continue reading


@ai.googleblog.com | 5 years ago

Grasp2Vec: Learning Object Representations from Self-Supervised Grasping

Posted by Eric Jang, Software Engineer, Robotics at Google and Coline Devin, Berkeley PhD Student and former Research Intern From a remark... | Continue reading


@ai.googleblog.com | 5 years ago

Providing Gender-Specific Translations in Google Translate

Posted by Melvin Johnson, Senior Software Engineer, Google Translate Over the past few years, Google Translate has made significant impr... | Continue reading


@ai.googleblog.com | 5 years ago

Learning to Predict Depth on the Pixel 3 Phones

Posted by Rahul Garg, Research Scientist and Neal Wadhwa, Software Engineer Portrait Mode on the Pixel smartphones lets you take professio... | Continue reading


@ai.googleblog.com | 5 years ago

A Structured Approach to Unsupervised Depth Learning from Monocular Videos

Posted by Anelia Angelova, Research Scientist, Robotics at Google Perceiving the depth of a scene is an important task for an autonomous r... | Continue reading


@ai.googleblog.com | 5 years ago

Improved Grading of Prostate Cancer Using Deep Learning

Posted by Martin Stumpe, Technical Lead and Craig Mermel, Product Manager, Healthcare, Google AI Approximately 1 in 9 men in the United... | Continue reading


@ai.googleblog.com | 5 years ago

Night Sight: Seeing in the Dark on Pixel Phones

Posted by Marc Levoy, Distinguished Engineer and Yael Pritch, Staff Software Engineer Night Sight is a new feature of the Pixel Camera app... | Continue reading


@ai.googleblog.com | 5 years ago

Accurate Online Speaker Diarization with Supervised Learning

Posted by Chong Wang, Research Scientist, Google AI Speaker diarization , the process of partitioning an audio stream with multiple people... | Continue reading


@ai.googleblog.com | 5 years ago

Google AI – Open Sourcing BERT: State-Of-the-Art Pre-Training for NLP

Posted by Jacob Devlin and Ming-Wei Chang, Research Scientists, Google AI Language One of the biggest challenges in natural language proce... | Continue reading


@ai.googleblog.com | 5 years ago

Acoustic Detection of Humpback Whales Using a Convolutional Neural Network

Posted by Matt Harvey, Software Engineer, Google AI Perception Over the last several years, Google AI Perception teams have developed tec... | Continue reading


@ai.googleblog.com | 5 years ago

Introducing AdaNet: Fast and Flexible AutoML with Learning Guarantees

Posted by Charles Weill, Software Engineer, Google AI, NYC Ensemble learning , the art of combining different machine learning (ML) model ... | Continue reading


@ai.googleblog.com | 5 years ago

Fluid Annotation: Faster Image Annotation

Posted by Jasper Uijlings and Vittorio Ferrari, Research Scientists, Machine Perception The performance of modern deep learning–based comp... | Continue reading


@ai.googleblog.com | 5 years ago

Curiosity and Procrastination in Reinforcement Learning [Google AI Blog]

Posted by Nikolay Savinov, Research Intern, Google Brain Team and Timothy Lillicrap, Research Scientist, DeepMind Reinforcement learning ... | Continue reading


@ai.googleblog.com | 5 years ago

Curiosity and Procrastination in Reinforcement Learning

Posted by Nikolay Savinov, Research Intern, Google Brain Team and Timothy Lillicrap, Research Scientist, DeepMind Reinforcement learning ... | Continue reading


@ai.googleblog.com | 5 years ago

Fluid Annotation

Posted by Jasper Uijlings and Vittorio Ferrari, Senior Research Scientists, Machine Perception The performance of modern deep learning-bas... | Continue reading


@ai.googleblog.com | 5 years ago

See Better and Further with Super Res Zoom on the Pixel 3

Posted by Bartlomiej Wronski, Software Engineer and Peyman Milanfar, Lead Scientist, Computational Imaging Digital zoom using algorithms (... | Continue reading


@ai.googleblog.com | 5 years ago

Google AI Blog: Applying Deep Learning to Metastatic Breast Cancer Detection

Posted by Martin Stumpe, Technical Lead and Craig Mermel, Product Manager, Healthcare, Google AI A pathologist’s microscopic examination o... | Continue reading


@ai.googleblog.com | 5 years ago

Google: Open Sourcing Active Question Reformulation with Reinforcement Learning

Posted by Michelle Chen Huebscher, Software Engineer and Rodrigo Nogueira, New York University PhD Student and Software Engineering Intern, ... | Continue reading


@ai.googleblog.com | 5 years ago

Open Sourcing Active Question Reformulation with Reinforcement Learning

Posted by Michelle Chen Huebscher, Software Engineer and Rodrigo Nogueira, New York University PhD Student and Software Engineering Intern, ... | Continue reading


@ai.googleblog.com | 5 years ago

Transformer: A Novel Neural Network Architecture for Language Understanding

Posted by Jakob Uszkoreit, Software Engineer, Natural Language Understanding Neural networks, in particular recurrent neural networks (RN... | Continue reading


@ai.googleblog.com | 5 years ago

Building Google Dataset Search and Fostering an Open Data Ecosystem

Posted by Matthew Burgess and Natasha Noy, Google AI Earlier this month we launched Google Dataset Search , a tool designed to make it eas... | Continue reading


@ai.googleblog.com | 5 years ago

Introducing the Unrestricted Adversarial Examples Challenge

Posted by Tom B. Brown and Catherine Olsson, Research Engineers, Google Brain Team Machine learning is being deployed in more and more rea... | Continue reading


@ai.googleblog.com | 5 years ago

Google’s Next Generation Music Recognition

Posted by James Lyon, Google AI, Zürich In 2017 we launched Now Playing on the Pixel 2, using deep neural networks to bring low-power, ... | Continue reading


@ai.googleblog.com | 5 years ago

Google AI: Introducing the Unrestricted Adversarial Examples Challenge

Posted by Tom B. Brown and Catherine Olsson, Research Engineers, Google Brain Team Machine learning is being deployed in more and more rea... | Continue reading


@ai.googleblog.com | 5 years ago

The What-If Tool: Code-Free Probing of Machine Learning Models

Posted by James Wexler, Software Engineer, Google AI Building effective machine learning (ML) systems means asking a lot of questions. It'... | Continue reading


@ai.googleblog.com | 5 years ago

The What-If Tool: Code-Free Probing of Machine Learning Models

Posted by James Wexler, Software Engineer, Google AI Building effective machine learning (ML) systems means asking a lot of questions. It'... | Continue reading


@ai.googleblog.com | 5 years ago

Text-To-Speech for Low-Resource Languages (Episode 4): One Down, 299 to Go

Posted by Alexander Gutkin, Software Engineer, Google AI This is the fourth episode in the series of posts reporting on the work we are do... | Continue reading


@ai.googleblog.com | 5 years ago

Conceptual Captions: A New Dataset and Challenge for Image Captioning

Posted by Piyush Sharma, Software Engineer and Radu Soricut, Research Scientist, Google AI The web is filled with billions of images, help... | Continue reading


@ai.googleblog.com | 5 years ago

Understanding Performance Fluctuations in Quantum Processors

Posted by Paul V. Klimov, Research Scientist, Google AI Quantum Team One area of research the Google AI Quantum team pursues is building ... | Continue reading


@ai.googleblog.com | 5 years ago

Teaching the Google Assistant to Be Multilingual

Posted by Johan Schalkwyk, VP and Ignacio Lopez Moreno, Engineer, Google Speech Multilingual households are becoming increasingly common, ... | Continue reading


@ai.googleblog.com | 5 years ago

Teaching the Google Assistant to Be Multilingual

Posted by Johan Schalkwyk, VP and Ignacio Lopez Moreno, Engineer, Google Speech Multilingual households are becoming increasingly common, ... | Continue reading


@ai.googleblog.com | 5 years ago

A Framework for Flexible and Reproducable Reinforcement Learning Research

Posted by Pablo Samuel Castro, Research Software Developer and Marc G. Bellemare, Research Scientist, Google Brain Team Reinforcement lear... | Continue reading


@ai.googleblog.com | 5 years ago

Introducing a New Framework for Reproducible Reinforcement Learning Research

Posted by Pablo Samuel Castro, Research Software Developer and Marc G. Bellemare, Research Scientist, Google Brain Team Reinforcement lear... | Continue reading


@ai.googleblog.com | 5 years ago

Moving Beyond Translation with the Universal Transformer

Posted by Stephan Gouws, Research Scientist, Google Brain Team and Mostafa Dehghani, University of Amsterdam PhD student and Google Research... | Continue reading


@ai.googleblog.com | 5 years ago

The Machine Learning Behind Android Smart Linkify

Posted by Lukas Zilka, Software Engineer, Google AI, Zürich Earlier this week we launched Android 9 Pie , the latest release of Android th... | Continue reading


@ai.googleblog.com | 5 years ago

MnasNet: Towards Automating the Design of Mobile Machine Learning Models

Posted by Mingxing Tan, Software Engineer, Google Brain Team Convolutional neural networks (CNNs) have been widely used in image classi... | Continue reading


@ai.googleblog.com | 5 years ago

Machine Learning in Google Bigquery

Posted by Umar Syed and Sergei Vassilvitskii, Research Scientists, Google AI, NYC Google BiqQuery allows interactive analysis of large da... | Continue reading


@ai.googleblog.com | 5 years ago

Announcing Cirq: An Open Source Framework for NISQ Algorithms

Posted by Alan Ho, Product Lead and Dave Bacon, Software Lead, Google AI Quantum Team Over the past few years, quantum computing has ex... | Continue reading


@ai.googleblog.com | 5 years ago

Announcing Cirq: An Open Source Framework for NISQ Algorithms

Posted by Alan Ho, Product Lead and Dave Bacon, Software Lead, Google AI Quantum Team Over the past few years, quantum computing has ex... | Continue reading


@ai.googleblog.com | 5 years ago

Improving Connectomics by an Order of Magnitude

Posted by Viren Jain, Research Scientist and Technical Lead and Michal Januszewski, Software Engineer, Connectomics at Google The field of... | Continue reading


@ai.googleblog.com | 5 years ago

Accelerated Training and Inference with the Tensorflow Object Detection API

Posted by Jonathan Huang, Research Scientist and Vivek Rathod, Software Engineer, Google AI Perception Last year we announced the Tenso... | Continue reading


@ai.googleblog.com | 5 years ago

Automating Drug Discoveries Using Computer Vision

Vincent Vanhoucke, Principal Scientist, Google Brain Team “Every time you miss a protein crystal, because they are so rare, you risk missi... | Continue reading


@ai.googleblog.com | 5 years ago