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 | 3 years 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 | 3 years 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 | 3 years 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 | 3 years 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 | 3 years 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 | 3 years 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 | 3 years 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 | 3 years 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 years 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 years 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 years 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 years 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 years 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 years 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 years 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 years 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 | 3 years 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 | 3 years 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 | 3 years 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 | 3 years 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 | 3 years 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 | 3 years 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 | 3 years 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 | 3 years 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 | 3 years 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 | 3 years 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 | 3 years 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 | 3 years 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 | 3 years 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 | 3 years 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 | 3 years 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 | 3 years 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 | 3 years 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 | 3 years 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 | 3 years 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 | 3 years ago

Background Features in Google Meet, Powered by Web ML

Posted by Tingbo Hou and Tyler Mullen, Software Engineers, Google Research Video conferencing is becoming ever more critical in people's ... | Continue reading


@ai.googleblog.com | 3 years 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 | 3 years ago

Estimating the Impact of Training Data with Reinforcement Learning

Posted by Jinsung Yoon and Sercan O. Arik, Research Scientists, Cloud AI Team, Google Research Recent work suggests that not all data sam... | Continue reading


@ai.googleblog.com | 3 years ago

Rethinking Attention with Performers

Posted by Krzysztof Choromanski and Lucy Colwell, Research Scientists, Google Research Transformer models have achieved state-of-the-art... | Continue reading


@ai.googleblog.com | 3 years ago

Recreating Historical Streetscapes Using Deep Learning and Crowdsourcing

Posted by Raimondas Kiveris, Software Engineer, Google Research For many, gazing at an old photo of a city can evoke feelings of both nos... | Continue reading


@ai.googleblog.com | 3 years ago

Measuring Gendered Correlations in Pre-Trained NLP Models

Posted by Kellie Webster, Software Engineer, Google Research Natural language processing (NLP) has seen significant progress over the pa... | Continue reading


@ai.googleblog.com | 3 years ago

Large-Scale Distributed Reinforcement Learning with Menger

Posted by Amir Yazdanbakhsh, Research Scientist, and Junchaeo Chen, Software Engineer, Google Research In the last decade, reinforcement ... | Continue reading


@ai.googleblog.com | 3 years ago

Developing Real-Time, Automatic Sign Language Detection for Video Conferencing

Posted by Amit Moryossef, Research Intern, Google Research Video conferencing should be accessible to everyone, including users who commu... | Continue reading


@ai.googleblog.com | 3 years ago

Audiovisual Speech Enhancement in YouTube Stories

Posted by Inbar Mosseri, Software Engineer and Michael Rubinstein, Research Scientist, Google Research While tremendous efforts are inves... | Continue reading


@ai.googleblog.com | 3 years ago

Advancing Instance-Level Recognition Research

Posted by Cam Askew and André Araujo, Software Engineers, Google Research Instance-level recognition (ILR) is the computer vision task of... | Continue reading


@ai.googleblog.com | 3 years ago

Advancing NLP with efficient projection-based model architectures

Posted by Prabhu Kaliamoorthi, Software Engineer, Google Research Deep neural networks have radically transformed natural language proces... | Continue reading


@ai.googleblog.com | 3 years ago

Improving the Accuracy of Genomic Analysis with DeepVariant 1.0

Posted by Andrew Carroll, Product Lead, and Pi-Chuan Chang, Technical Lead, Google Health Sequencing genomes involves sampling short piec... | Continue reading


@ai.googleblog.com | 3 years ago