Using Deep Learning to Inform Differential Diagnoses of Skin Diseases

Posted by Yuan Liu, PhD, Software Engineer and Peggy Bui, MD, Technical Program Manager, Google Health An estimated 1.9 billion people w... | Continue reading


@ai.googleblog.com | 4 years ago

Learning Cross-Modal Temporal Representations from Unlabeled Videos

Posted by Chen Sun and Cordelia Schmid, Research Scientists, Google Research While people can easily recognize what activities are takin... | Continue reading


@ai.googleblog.com | 4 years ago

Recursive Sketches for Modular Deep Learning

Posted by Badih Ghazi and Joshua R. Wang, Research Scientists, Google Research Much of classical machine learning (ML) focuses on utili... | Continue reading


@ai.googleblog.com | 4 years ago

Assessing the Quality of Long-Form Synthesized Speech

Posted by Tom Kenter, Google Research, London Automatically generated speech is everywhere, from directions being read out aloud while y... | Continue reading


@ai.googleblog.com | 4 years ago

Announcing Two New Natural Language Dialog Datasets

Posted by Bill Byrne and Filip Radlinski, Research Scientists, Google Research Today’s digital assistants are expected to complete tasks... | Continue reading


@ai.googleblog.com | 4 years ago

Announcement of the 2019 Fellowship Awardees and Highlights from the Google PhD

Posted by Susie Kim, Program Manager, University Relations In 2009, Google created the PhD Fellowship Program to recognize and support ... | Continue reading


@ai.googleblog.com | 4 years ago

Giving Lens New Reading Capabilities in Google Go

Posted by Rajan Patel, Director, Augmented Reality Around the world, millions of people are coming online for the first time, and many o... | Continue reading


@ai.googleblog.com | 4 years ago

Exploring Weight Agnostic Neural Networks

Posted by Adam Gaier, Student Researcher and David Ha, Staff Research Scientist, Google Research, Tokyo When training a neural network ... | Continue reading


@ai.googleblog.com | 4 years ago

Bi-Tempered Logistic Loss for Training Neural Nets with Noisy Data

Posted by Ehsan Amid, Student Researcher and Rohan Anil, Software Engineer, Google Research The quality of models produced by machine le... | Continue reading


@ai.googleblog.com | 4 years ago

Turbo, an Improved Rainbow Colormap for Visualization

Posted by Anton Mikhailov, Senior Software Engineer, Daydream False color maps show up in many applications in computer vision and machi... | Continue reading


@ai.googleblog.com | 4 years ago

On-Device, Real-Time Hand Tracking with MediaPipe

Posted by Valentin Bazarevsky and Fan Zhang, Research Engineers, Google Research The ability to perceive the shape and motion of hands c... | Continue reading


@ai.googleblog.com | 4 years ago

Joint Speech Recognition and Speaker Diarization via Sequence Transduction

Posted by Laurent El Shafey, Software Engineer and Izhak Shafran, Research Scientist, Google Health Being able to recognize “who said wh... | Continue reading


@ai.googleblog.com | 4 years ago

Project Euphonia’s Personalized Speech Recognition for Non-Standard Speech

Posted by Joel Shor and Dotan Emanuel, Research Engineers, Google Research, Tel Aviv The utility of technology is dependent on its acces... | Continue reading


@ai.googleblog.com | 4 years ago

Video Understanding Using Temporal Cycle-Consistency Learning

Posted by Debidatta Dwibedi, Research Associate, Google Research In the last few years there has been great progress in the field of vid... | Continue reading


@ai.googleblog.com | 4 years ago

EfficientNet-EdgeTPU: Creating Accelerator-Optimized Neural Networks with AutoML

Posted by Suyog Gupta, Machine Learning Accelerator Architect and Mingxing Tan, Software Engineer, Google Research For several decades, ... | Continue reading


@ai.googleblog.com | 4 years ago

An Interactive, Automated 3D Reconstruction of a Fly Brain

Posted by Peter Li, Research Scientist and Jeremy Maitin-Shepard, Software Engineer, Connectomics at Google The goal of connectomics r... | Continue reading


@ai.googleblog.com | 4 years ago

Robust Neural Machine Translation

Posted by Yong Cheng, Software Engineer, Google Research In recent years, neural machine translation (NMT) using Transformer models ha... | Continue reading


@ai.googleblog.com | 4 years ago

Learning Better Simulation Methods for Partial Differential Equations

Posted by Stephan Hoyer, Software Engineer, Google Research The world’s fastest supercomputers were designed for modeling physical pheno... | Continue reading


@ai.googleblog.com | 4 years ago

Parrotron: New Research into Improving Verbal Communication for People With

Posted by Fadi Biadsy, Research Scientist and Ron Weiss, Software Engineer, Google Research Most people take for granted that when they sp... | Continue reading


@ai.googleblog.com | 4 years ago

Multilingual Universal Sentence Encoder for Semantic Retrieval

Posted by Yinfei Yang and Amin Ahmad, Software Engineers, Google Research Since it was introduced last year , “ Universal Sentence Encode... | Continue reading


@ai.googleblog.com | 4 years ago

Advancing Semi-Supervised Learning with Unsupervised Data Augmentation

Posted by Qizhe Xie, Student Researcher and Thang Luong, Senior Research Scientist, Google Research, Brain Team Success in deep learning... | Continue reading


@ai.googleblog.com | 4 years ago

Predicting the Generalization Gap in Deep Neural Networks

Posted by Yiding Jiang, Google AI Resident Deep neural networks (DNN) are the cornerstone of recent progress in machine learning, and ... | Continue reading


@ai.googleblog.com | 4 years ago

Announcing the YouTube-8M Segments Dataset

Posted by Joonseok Lee and Joe Yue-Hei Ng, Software Engineers, Google Research Over the last two years, the First and Second YouTube-8M... | Continue reading


@ai.googleblog.com | 4 years ago

Temporal Action Localization with Convolutional Neural Networks

Posted by Sudheendra Vijayanarasimhan and David Ross, Software Engineers Recording video of memorable moments to share with friends and ... | Continue reading


@ai.googleblog.com | 4 years ago

Predicting Bus Delays with Machine Learning

Posted by Alex Fabrikant, Research Scientist, Google Research Hundreds of millions of people across the world rely on public transit for... | Continue reading


@ai.googleblog.com | 4 years ago

Innovations in Graph Representation Learning

Posted by Alessandro Epasto, Senior Research Scientist and Bryan Perozzi, Senior Research Scientist, Graph Mining Team Relational data r... | Continue reading


@ai.googleblog.com | 4 years ago

Off-Policy Classification – A New Reinforcement Learning Model Selection Method

Posted by Alex Irpan, Software Engineer, Robotics at Google Reinforcement learning (RL) is a framework that lets agents learn decision ma... | Continue reading


@ai.googleblog.com | 4 years ago

Applying AutoML to Transformer Architectures

Posted by David So, Software Engineer, Google AI Since it was introduced a few years ago, Google’s Transformer architecture has been ap... | Continue reading


@ai.googleblog.com | 4 years ago

Google Research Football: A Novel Reinforcement Learning Environment

Posted by Karol Kurach, Research Lead and Olivier Bachem, Research Scientist, Google Research, Zürich The goal of reinforcement learning... | Continue reading


@ai.googleblog.com | 4 years ago

An Inside Look at Google Earth Timelapse

Posted by Paul Dille, Senior Software Developer, Carnegie Mellon University CREATE Lab, and Chris Herwig, Geo Data Engineer, Google Earth Ou... | Continue reading


@ai.googleblog.com | 4 years ago

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 | 4 years ago

TensorNetwork: Open-Source Library for Efficient Tensor Calculations

Posted by Chase Roberts, Research Engineer, Google AI and Stefan Leichenauer, Research Scientist, X Many of the world's toughest scienti... | Continue reading


@ai.googleblog.com | 4 years ago

EfficientNet: Improving Accuracy and Efficiency Through AutoML and Model Scaling

Posted by Mingxing Tan, Staff Software Engineer and Quoc V. Le, Principal Scientist, Google AI Convolutional neural networks (CNNs) are c... | Continue reading


@ai.googleblog.com | 4 years ago

Moving Camera, Moving People: A Deep Learning Approach to Depth Prediction

Posted by Tali Dekel, Research Scientist and Forrester Cole, Software Engineer, Machine Perception The human visual system has a remarka... | Continue reading


@ai.googleblog.com | 4 years ago

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

Google AutoML finishes 2nd in a Kaggle competition

Posted by Yifeng Lu, Software Engineer, Google AI Machine learning (ML) for tabular data (e.g. spreadsheet data) is one of the most acti... | Continue reading


@ai.googleblog.com | 4 years ago

Open Images V5 and the ICCV 2019 Open Images Challenge

Posted by Vittorio Ferrari, Research Scientist, Machine Perception In 2016, we introduced Open Images , a collaborative release of ~9 mi... | Continue reading


@ai.googleblog.com | 4 years ago

MorphNet: Towards Faster and Smaller Neural Networks

Posted by Andrew Poon, Senior Software Engineer and Dhyanesh Narayanan, Product Manager, Google AI Perception Deep neural networks (DNNs... | Continue reading


@ai.googleblog.com | 4 years ago

SpecAugment: A New Data Augmentation Method for Automatic Speech Recognition

Posted by Daniel S. Park, AI Resident and William Chan, Research Scientist Automatic Speech Recognition (ASR), the process of taking an ... | Continue reading


@ai.googleblog.com | 4 years ago

Take-your-best-selfie-automatically

Posted by Navid Shiee, Senior Software Engineer and Aseem Agarwala, Staff Research Scientist, Google AI Taking a good group selfie can b... | Continue reading


@ai.googleblog.com | 5 years ago

MorphNet: Towards Faster and Smaller Neural Networks

Posted by Andrew Poon, Senior Software Engineer and Dhyanesh Narayanan, Product Manager, Google AI Perception Deep neural networks (DNNs... | Continue reading


@ai.googleblog.com | 5 years ago

Unifying Physics and Deep Learning with TossingBot

Posted by Andy Zeng, Student Researcher, Robotics at Google Though considerable progress has been made in enabling robots to grasp objec... | Continue reading


@ai.googleblog.com | 5 years ago

Simulated Policy Learning in Video Models

Posted by Łukasz Kaiser and Dumitru Erhan, Research Scientists, Google AI Deep reinforcement learning (RL) techniques can be used to le... | Continue reading


@ai.googleblog.com | 5 years ago

Google AI Blog: An All-Neural On-Device Speech Recognizer

Posted by Johan Schalkwyk, Google Fellow, Speech Team In 2012, speech recognition research showed significant accuracy improvements with ... | Continue reading


@ai.googleblog.com | 5 years ago

Reducing the Need for Labeled Data in Generative Adversarial Networks

Posted by Mario Lučić, Research Scientist and Marvin Ritter, Software Engineer, Google AI Zürich Generative adversarial networks (GANs)... | Continue reading


@ai.googleblog.com | 5 years ago

Announcing the Second Workshop and Challenge on Learned Image Compression

Posted by Nick Johnston, Software Engineer, Machine Perception Last year, we announced the Workshop and Challenge on Learned Image Compre... | Continue reading


@ai.googleblog.com | 5 years ago

Google Blog: Federated Learning: Colaborative Learning

Posted by Brendan McMahan and Daniel Ramage, Research Scientists Standard machine learning approaches require centralizing the training data... | Continue reading


@ai.googleblog.com | 5 years ago

Real-Time Continuous Transcription with Live Transcribe

Posted by Sagar Savla, Product Manager, Machine Perception The World Health Organization (WHO) estimates that there are 466 million peop... | Continue reading


@ai.googleblog.com | 5 years ago