TensorFlow Quantum: An Open Source Library for Quantum Machine Learning

Posted by Alan Ho, Product Lead and Masoud Mohseni, Technical Lead, Google Research “Nature isn’t classical, damnit, so if you want to m... | Continue reading


@ai.googleblog.com | 4 years ago

Enhancing the Research Community’s Access to Street View for Language Grounding

Posted by Harsh Mehta, Software Engineer and Jason Baldridge, Research Scientist, Google Research Significant advances continue to be ma... | Continue reading


@ai.googleblog.com | 4 years ago

Enhancing the Research Community’s Access to Street View Panoramas for Language

Posted by Harsh Mehta, Software Engineer and Jason Baldridge, Research Scientist, Google Research Significant advances continue to be ma... | Continue reading


@ai.googleblog.com | 4 years ago

Exploring Transfer Learning with T5: The Text-to-Text Transfer Transformer

Posted by Adam Roberts, Staff Software Engineer and Colin Raffel, Senior Research Scientist, Google Research Over the past few years, tr... | Continue reading


@ai.googleblog.com | 4 years ago

Announcing the 2019 Google Faculty Research Award Recipients

Posted by Maggie Johnson, VP and Negar Saei, Program Manager, Google Research In Fall 2019, we opened our annual call for the Google Fa... | Continue reading


@ai.googleblog.com | 4 years ago

Setting Fairness Goals with the TensorFlow Constrained Optimization Library

Posted by Andrew Zaldivar, Responsible AI Advocate, Google Research, on behalf of the TFCO Team Many technologies that use supervised ma... | Continue reading


@ai.googleblog.com | 4 years ago

Setting Fairness Goals with the TensorFlow Constrained Optimization Library

Posted by Andrew Zaldivar, Responsible AI Advocate, Google Research, on behalf of the TFCO Team Many technologies that use supervised ma... | Continue reading


@ai.googleblog.com | 4 years ago

Generating Diverse Synthetic Medical Image Data for Training Machine Learning

Posted by Timo Kohlberger and Yuan Liu, Software Engineers, Google Health The progress in machine learning (ML) for medical imaging tha... | Continue reading


@ai.googleblog.com | 4 years ago

AutoFlip: An Open Source Framework for Intelligent Video Reframing

Posted by Nathan Frey, Senior Software Engineer, Google Research, Los Angeles and Zheng Sun, Senior Software Engineer, Google Research, Moun... | Continue reading


@ai.googleblog.com | 4 years ago

Learning to See Transparent Objects

Posted by Shreeyak Sajjan, Research Engineer, Synthesis AI and Andy Zeng, Research Scientist, Robotics at Google Optical 3D range sensor... | Continue reading


@ai.googleblog.com | 4 years ago

Can You Trust Your Model’s Uncertainty?

Posted by Jasper Snoek, Research Scientist and Zachary Nado, Research Engineer, Google Research In an ideal world, machine learning (ML)... | Continue reading


@ai.googleblog.com | 4 years ago

ML-Fairness-Gym Tool for Exploring Long-Term Impacts of Machine Learning Systems

Posted by Hansa Srinivasan, Software Engineer, Google Research Machine learning systems have been increasingly deployed to aid in high-i... | Continue reading


@ai.googleblog.com | 4 years ago

ML-Fairness-Gym: A Tool for Exploring Long-Term Impacts of Machine Learning

Posted by Hansa Srinivasan, Software Engineer, Google Research Machine learning systems have been increasingly deployed to aid in high-i... | Continue reading


@ai.googleblog.com | 4 years ago

Encode, Tag and Realize: A Controllable and Efficient Approach for Text

Posted by Eric Malmi and Sebastian Krause, Software Engineers, Google Research Sequence-to-sequence (seq2seq) models have revolutionize... | Continue reading


@ai.googleblog.com | 4 years ago

Towards a Conversational Agent That Can Chat About Anything

Posted by Daniel Adiwardana, Senior Research Engineer, and Thang Luong, Senior Research Scientist, Google Research, Brain Team Modern co... | Continue reading


@ai.googleblog.com | 4 years ago

Releasing the Drosophila Hemibrain Connectome – The Largest Synapse-Resolution

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


@ai.googleblog.com | 4 years ago

Reformer: The Efficient Transformer

Posted by Nikita Kitaev, Student Researcher, UC Berkeley and Łukasz Kaiser, Research Scientist, Google Research Understanding sequential... | Continue reading


@ai.googleblog.com | 4 years ago

Can You Trust Your Model’s Uncertainty?

Posted by Jasper Snoek, Research Scientist and Zachary Nado, Research Engineer, Google Research In an ideal world, machine learning (ML)... | Continue reading


@ai.googleblog.com | 4 years ago

Using Machine Learning to “Nowcast” Precipitation in High Resolution

Posted by Jason Hickey, Senior Software Engineer, Google Research The weather can affect a person’s daily routine in both mundane and se... | Continue reading


@ai.googleblog.com | 4 years ago

Google Research: Looking Back at 2019, and Forward to 2020 and Beyond

Posted by Jeff Dean, Senior Fellow and SVP of Google Research and Health, on behalf of the entire Google Research community The goal of ... | Continue reading


@ai.googleblog.com | 4 years ago

Albert: A Lite Bert for Self-Supervised Learning of Language Representations

Posted by Radu Soricut and Zhenzhong Lan, Research Scientists, Google Research Ever since the advent of BERT a year ago, natural languag... | Continue reading


@ai.googleblog.com | 4 years ago

The On-Device Machine Learning Behind Recorder

Posted by Itay Inbar and Nir Shemy, Software Engineers, Google Research Over the past two decades, Google has made information widely ac... | Continue reading


@ai.googleblog.com | 4 years ago

Improving Out-of-Distribution Detection in Machine Learning Models

Posted by Jie Ren, Research Scientist, Google Research and Balaji Lakshminarayanan, Research Scientist, DeepMind Successful deployment o... | Continue reading


@ai.googleblog.com | 4 years ago

Improvements to Portrait Mode on the Google Pixel 4 and Pixel 4 XL

Posted by Neal Wadhwa, Software Engineer and Yinda Zhang, Research Scientist, Google Research Portrait Mode on Pixel phones is a camera... | Continue reading


@ai.googleblog.com | 4 years ago

Fairness Indicators: Scalable Infrastructure for Fair ML Systems

Posted by Catherina Xu and Tulsee Doshi, Product Managers, Google Research While industry and academia continue to explore the benefits ... | Continue reading


@ai.googleblog.com | 4 years ago

Understanding Transfer Learning for Medical Imaging

Posted by Maithra Raghu and Chiyuan Zhang, Research Scientists, Google Research As deep neural networks are applied to an increasingly d... | Continue reading


@ai.googleblog.com | 4 years ago

Astrophotography with Night Sight on Pixel Phones

Posted by Florian Kainz and Kiran Murthy, Software Engineers, Google Research Taking pictures of outdoor scenes at night has so far bee... | Continue reading


@ai.googleblog.com | 4 years ago

RecSim: A Configurable Simulation Platform for Recommender Systems

Posted by Martin Mladenov, Research Scientist and Chih-wei Hsu, Software Engineer, Google Research Significant advances in machine lear... | Continue reading


@ai.googleblog.com | 4 years ago

New Solutions for Quantum Gravity with TensorFlow

Posted by Thomas Fischbacher, Researcher in Compression, Google Research, Zürich Recent strides in machine learning (ML) research have l... | Continue reading


@ai.googleblog.com | 4 years ago

Spice: Self-Supervised Pitch Estimation

Posted by Marco Tagliasacchi, Research Scientist, Google Research A sound’s pitch is a qualitative measure of its frequency, where a sou... | Continue reading


@ai.googleblog.com | 4 years ago

The Next Generation On-Device Vision Models: MobileNetV3 and

Posted by Andrew Howard, Software Engineer and Suyog Gupta, Silicon Engineer, Google Research On-device machine learning (ML) is an esse... | Continue reading


@ai.googleblog.com | 4 years ago

New Insights into Human Mobility with Privacy Preserving Aggregation

Posted by Adam Sadilek, Software Engineer and Xerxes Dotiwalla, Product Manager, Google Research Understanding human mobility is crucial... | Continue reading


@ai.googleblog.com | 4 years ago

Highlights from the 2019 Google AI Residency Program

Posted by Katie Meckley, Program Manager, Google AI Residency This fall marks the successful conclusion to the fourth year of the Google... | Continue reading


@ai.googleblog.com | 4 years ago

Evaluating Representations with the Visual Task Adaptation Benchmark

Posted by Neil Houlsby, Research Scientist and Xiaohua Zhai, Research Engineer, Google Research, Zürich Deep learning has revolutionize... | Continue reading


@ai.googleblog.com | 4 years ago

Nearly All Binary Searches and Mergesorts Are Broken

Posted by Joshua Bloch, Software Engineer I remember vividly Jon Bentley's first Algorithms lecture at CMU, where he asked all of us incomin... | Continue reading


@ai.googleblog.com | 4 years ago

Learning to Assemble and to Generalize from Self-Supervised Disassembly

Posted by Kevin Zakka, Research Intern and Andy Zeng, Research Scientist, Robotics at Google Our physical world is full of different sha... | Continue reading


@ai.googleblog.com | 4 years ago

The Schema-Guided Dialogue Dataset for Conversational Assistants

Posted by Abhinav Rastogi, Software Engineer, and Pranav Khaitan, Engineering Lead, Google Research Today's virtual assistants help use... | Continue reading


@ai.googleblog.com | 4 years ago

Using Deep Learning to Predict the Olfactory Properties of Molecules

Posted by Alexander B Wiltschko, Senior Research Scientist, Google Research Smell is a sense shared by an incredible range of living org... | Continue reading


@ai.googleblog.com | 4 years ago

Quantum Supremacy Using a Programmable Superconducting Processor

Posted by John Martinis, Chief Scientist Quantum Hardware and Sergio Boixo, Chief Scientist Quantum Computing Theory, Google AI Quantum ... | Continue reading


@ai.googleblog.com | 4 years ago

Exploring Multilingual, Neural Machine Translation

Posted by Ankur Bapna, Software Engineer and Orhan Firat, Research Scientist, Google Research “... perhaps the way [of translation] is t... | Continue reading


@ai.googleblog.com | 4 years ago

Robel: Robotics Benchmarks for Learning with Low-Cost Robots

Posted by Michael Ahn, Software Engineer and Vikash Kumar, Research Scientist, Robotics at Google Learning-based methods for solving rob... | Continue reading


@ai.googleblog.com | 4 years ago

Releasing Paws and Paws-X: Two New Datasets to Improve Natural Language

Posted by Yuan Zhang, Research Scientist and Yinfei Yang, Software Engineer, Google Research Word order and syntactic structure have a l... | Continue reading


@ai.googleblog.com | 4 years ago

Google Released Dataset for Deepfakes Detection Research

Posted by Nick Dufour, Google Research and Andrew Gully, Jigsaw Deep learning has given rise to technologies that would have been thought ... | Continue reading


@ai.googleblog.com | 4 years ago

An Inside Look at Flood Forecasting

Sella Nevo, Senior Software Engineer, Google Research, Tel Aviv Several years ago, we identified flood forecasts as a unique opportunity t... | Continue reading


@ai.googleblog.com | 4 years ago

Project Ihmehimmeli: Temporal Coding in Spiking Neural Networks

Posted by Iulia-Maria Comșa and Krzysztof Potempa, Research Engineers, Google Research, Zürich The discoveries being made regularly in n... | Continue reading


@ai.googleblog.com | 4 years ago

Text Summarization with TensorFlow

Posted by Peter Liu and Xin Pan, Software Engineers, Google Brain Team Every day, people rely on a wide variety of sources to stay informed ... | Continue reading


@ai.googleblog.com | 4 years ago

Google at Interspeech 2019

Andrew Helton, Editor, Google Research Communications This week, Graz, Austria hosts the  20th Annual Conference of the International Spee... | Continue reading


@ai.googleblog.com | 4 years ago

Introducing Translatotron: An End-to-End Speech-to-Speech Translation Model

Posted by Ye Jia and Ron Weiss, Software Engineers, Google AI Speech-to-speech translation systems have been developed over the past sever... | Continue reading


@ai.googleblog.com | 4 years ago