The Importance of A/B Testing in Robotics

Arnab Bose and Yuheng Kuang, Staff Software Engineers, Robotics at Google Disciplines in the natural sciences, social sciences, and medic... | Continue reading


@ai.googleblog.com | 8 days ago

Data Cascades in Machine Learning

Nithya Sambasivan, Research Scientist, Google Research Data is a foundational aspect of machine learning (ML) that can impact performanc... | Continue reading


@ai.googleblog.com | 14 days ago

Toward Generalized Sim-to-Real Transfer for Robot Learning

Daniel Ho, Software Engineer, The Everyday Robot Project and Kanishka Rao, Staff Software Engineer, Robotics at Google Reinforcement and... | Continue reading


@ai.googleblog.com | 15 days ago

A Browsable Petascale Reconstruction of the Human Cortex

Posted by Tim Blakely, Software Engineer and Michał Januszewski, Research Scientist, Connectomics at Google In January 2020 we released ... | Continue reading


@ai.googleblog.com | 17 days ago

Cross-Modal Contrastive Learning for Text-to-Image Generation

Posted by Han Zhang, Research Scientist and Jing Yu Koh, Software Engineer, Google Research Automatic text-to-image synthesis, in which a... | Continue reading


@ai.googleblog.com | 23 days ago

Understanding Contextual Facial Expressions Across the Globe

Posted by Alan Cowen, Visiting Researcher and Gautam Prasad, Software Engineer, Google Research It might seem reasonable to assume that p... | Continue reading


@ai.googleblog.com | 25 days ago

KELM: Integrating Knowledge Graphs with Language Model Pre-Training Corpora

Posted by Siamak Shakeri, Staff Software Engineer and Oshin Agarwal, Research Intern, Google Research Large pre-trained natural language... | Continue reading


@ai.googleblog.com | 29 days ago

Project Guideline: Enabling Those with Low Vision to Run Independently

Posted by Xuan Yang, Software Engineer, Google Research For the 285 million people around the world living with blindness or low vision,... | Continue reading


@ai.googleblog.com | 1 month ago

Accelerating Eye Movement Research for Wellness and Accessibility

Posted by Nachiappan Valliappan, Senior Software Engineer and Kai Kohlhoff, Staff Research Scientist, Google Research Eye movement has be... | Continue reading


@ai.googleblog.com | 1 month ago

Felix: Flexible Text Editing Through Tagging and Insertion

Posted by Jonathan Mallinson and Aliaksei Severyn, Research Scientists, Google Research Sequence-to-sequence ( seq2seq ) models have beco... | Continue reading


@ai.googleblog.com | 1 month ago

Do Wide and Deep Networks Learn the Same Things?

Posted by Thao Nguyen, AI Resident, Google Research A common practice to improve a neural network’s performance and tailor it to availabl... | Continue reading


@ai.googleblog.com | 1 month ago

Model-Based RL for Decentralized Multi-Agent Navigation

Posted by Rose E. Wang, Student Researcher and Aleksandra Faust, Staff Research Scientist, Google Research As robots become more ubiquito... | Continue reading


@ai.googleblog.com | 1 month ago

Flexible, Scalable, Differentiable Simulation of Recommender Systems with RecSim

Posted by Martin Mladenov, Research Scientist and Chih-wei Hsu, Software Engineer, Google Research Recommender systems are the primary i... | Continue reading


@ai.googleblog.com | 1 month ago

HDR+ with Bracketing on Pixel Phones

Posted by Manfred Ernst and Bartlomiej Wronski, Software Engineers, Google Research We're continuously working to improve the Pixel — mak... | Continue reading


@ai.googleblog.com | 1 month ago

Evolving Reinforcement Learning Algorithms

Posted by John D. Co-Reyes, Research Intern and Yingjie Miao, Senior Software Engineer, Google Research A long-term, overarching goal of ... | Continue reading


@ai.googleblog.com | 1 month ago

Max-DeepLab: Dual-Path Transformers for End-to-End Panoptic Segmentation

Posted by Huiyu Wang, Student Researcher and Liang-Chieh Chen, Research Scientist, Google Research Panoptic segmentation is a computer v... | Continue reading


@ai.googleblog.com | 1 month ago

Max-DeepLab: Dual-Path Transformers for End-to-End Panoptic Segmentation

Posted by Huiyu Wang, Student Researcher and Liang-Chieh Chen, Research Scientist, Google Research Panoptic segmentation is a computer v... | Continue reading


@ai.googleblog.com | 1 month ago

Multi-Task Robotic Reinforcement Learning at Scale

Posted by Karol Hausman, Senior Research Scientist and Yevgen Chebotar, Research Scientist, Robotics at Google For general-purpose robots... | Continue reading


@ai.googleblog.com | 2 months ago

Constructing Transformers for Longer Sequences with Sparse Attention Methods

Posted by Avinava Dubey, Research Scientist, Google Research Natural language processing (NLP) models based on Transformers , such as BE... | Continue reading


@ai.googleblog.com | 2 months ago

Progress and Challenges in Long-Form Open-Domain Question Answering

Posted by Aurko Roy, Research Scientist, Google Research Open-domain long-form question answering (LFQA) is a fundamental challenge in n... | Continue reading


@ai.googleblog.com | 2 months ago

A New Lens on Understanding Generalization in Deep Learning

Hanie Sedghi, Google Research and Preetum Nakkiran, Harvard University Understanding generalization is one of the fundamental unsolved pr... | Continue reading


@ai.googleblog.com | 3 months ago

Learning Machine Learning for Game Development

Posted by Ji Hun Kim and Richard Wu, Software Engineers, Stadia Over the years, online multiplayer games have exploded in popularity, cap... | Continue reading


@ai.googleblog.com | 3 months ago

Leveraging Machine Learning for Game Development

Posted by Ji Hun Kim and Richard Wu, Software Engineers, Stadia Over the years, online multiplayer games have exploded in popularity, cap... | Continue reading


@ai.googleblog.com | 3 months ago

Contactless Sleep Sensing in Nest Hub

Posted by Michael Dixon, Software Engineer and Reena Singhal Lee, Product Manager, Google Health People often turn to technology to manag... | Continue reading


@ai.googleblog.com | 3 months ago

Accelerating Neural Networks on Mobile and Web with Sparse Inference

Posted by Artsiom Ablavatski and Marat Dukhan, Software Engineers, Google Research On-device inference of neural networks enables a var... | Continue reading


@ai.googleblog.com | 3 months ago

Paired: A New Multi-Agent Approach for Adversarial Environment Generation

Posted by Natasha Jaques, Google Research and Michael Dennis, UC Berkeley The effectiveness of any machine learning method is critically ... | Continue reading


@ai.googleblog.com | 3 months ago

Lyra: A New Low Bitrate Codec for Speech Compression

Posted by Alejandro Luebs, Software Engineer and Jamieson Brettle, Product Manager, Chrome Connecting to others online via voice and vide... | Continue reading


@ai.googleblog.com | 3 months ago

Model Search: An Open Source Platform for Finding Optimal ML Models

Posted by Hanna Mazzawi, Research Engineer and Xavi Gonzalvo, Research Scientist, Google Research The success of a neural network (NN) o... | Continue reading


@ai.googleblog.com | 3 months ago

Unknown Unknowns in Machine Learning

Posted by Lora Aroyo and Praveen Paritosh, Research Scientists, Google Research The performance of machine learning (ML) models depends b... | Continue reading


@ai.googleblog.com | 4 months ago

Machine Learning for Computer Architecture

Posted by Amir Yazdanbakhsh, Research Scientist, Google Research One of the key contributors to recent machine learning (ML) advancements... | Continue reading


@ai.googleblog.com | 4 months ago

Evaluating Design Trade-Offs in Visual Model-Based Reinforcement Learning

Posted by Mohammad Babaeizadeh, Research Engineer and Dumitru Erhan, Research Scientist, Google Research Model-free reinforcement learnin... | Continue reading


@ai.googleblog.com | 4 months ago

Improving Mobile App Accessibility with Icon Detection

Posted by Gilles Baechler and Srinivas Sunkara, Software Engineers, Google Research Voice Access enables users to control their Android ... | Continue reading


@ai.googleblog.com | 4 months ago

Improving Indian Language Transliterations in Google Maps

Posted by Cibu Johny, Software Engineer, Google Research and Saumya Dalal, Product Manager, Google Geo Nearly 75% of India’s population —... | Continue reading


@ai.googleblog.com | 4 months ago

Consistent Hashing with Bounded Loads(2017)

Posted by Vahab Mirrokni, Principal Scientist, Morteza Zadimoghaddam, Research Scientist, NYC Algorithms Team Running a large-scale web serv... | Continue reading


@ai.googleblog.com | 5 months ago

ToTTo: A Controlled Table-to-Text Generation Dataset

Posted by Ankur Parikh and Xuezhi Wang, Research Scientists, Google Research In the last few years, research in natural language generati... | Continue reading


@ai.googleblog.com | 5 months ago

Recognizing Pose Similarity in Images and Videos

Posted by Jennifer J. Sun, Student Researcher and Ting Liu, Senior Software Engineer, Google Research Everyday actions, such as jogging, ... | Continue reading


@ai.googleblog.com | 5 months ago

Privacy Considerations in Large Language Models

Posted by Nicholas Carlini, Research Scientist, Google Research Machine learning-based language models trained to predict the next word i... | Continue reading


@ai.googleblog.com | 6 months ago

Enhancing Portrait Lighting with Machine Learning

Posted by Yun-Ta Tsai 1 and Rohit Pandey, Software Engineers, Google Research Professional portrait photographers are able to create com... | Continue reading


@ai.googleblog.com | 6 months ago

MediaPipe Holistic – Simultaneous Face, Hand and Pose Prediction, on Device

Posted by Ivan Grishchenko and Valentin Bazarevsky, Research Engineers, Google Research Real-time, simultaneous perception of human pose... | Continue reading


@ai.googleblog.com | 6 months ago

Google at NeurIPS 2020

Posted by Jaqui Herman and Cat Armato, Program Managers This week marks the beginning of the 34 th annual Conference on Neural Informatio... | Continue reading


@ai.googleblog.com | 6 months ago

Using AutoML for Time Series Forecasting

Posted by Chen Liang and Yifeng Lu, Software Engineers, Google Research, Brain Team Time series forecasting is an important research are... | Continue reading


@ai.googleblog.com | 6 months ago

Lit: Interactive Exploration and Analysis of NLP Models

Posted by James Wexler, Software Developer and Ian Tenney, Software Engineer, Google Research As natural language processing (NLP) models... | Continue reading


@ai.googleblog.com | 7 months ago

Using GANs to Create Fantastical Creatures

Posted by Andeep Singh Toor, Stadia Software Engineer and Fred Bertsch, Software Engineer, Google Research, Brain Team Creating art for d... | Continue reading


@ai.googleblog.com | 7 months ago

Haptics with Input: Using Linear Resonant Actuators for Sensing

Posted by Artem Dementyev, Hardware Engineer, Google Research As wearables and handheld devices decrease in size, haptics become an incr... | Continue reading


@ai.googleblog.com | 7 months ago

Revisiting the Unreasonable Effectiveness of Data (2017)

Posted by Abhinav Gupta, Faculty Advisor, Machine Perception There has been remarkable success in the field of computer vision over the past... | Continue reading


@ai.googleblog.com | 7 months ago

Mitigating Unfair Bias in ML Models with the MinDiff Framework

Posted by Flavien Prost, Senior Software Engineer, and Alex Beutel, Staff Research Scientist, Google Research The responsible research an... | Continue reading


@ai.googleblog.com | 7 months ago

The Objectron Dataset

Posted by Adel Ahmadyan and Liangkai Zhang, Software Engineers, Google Research The state of the art in machine learning (ML) has achieve... | Continue reading


@ai.googleblog.com | 7 months ago

Experimenting with Automatic Video Creation from a Web Page

Posted by Peggy Chi, Senior Research Scientist, and Irfan Essa, Senior Staff Research Scientist, Google Research At Google, we're activel... | Continue reading


@ai.googleblog.com | 7 months ago