Category: Openai

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May 15 2023

Directing ML toward natural hazard mitigation through collaboration

by TWD_devop103

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Posted by Oren Gilon, Software Engineer, and Grey Nearing, Research Scientist, Google Research Floods are the most common type of natural disaster, affecting more than 250 million people globally each...

May 15 2023

Openai

Towards ML-enabled cleaning robots

by TWD_devop103

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Posted by Thomas Lew, Research Intern, and Montserrat Gonzalez Arenas, Research Engineer, Google Research, Brain Team Over the past several years, the capabilities of robotic systems have improved dramatically. As...

May 15 2023

Openai

Developing an aging clock using deep learning on retinal images

by TWD_devop103

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Posted by Sara Ahadi, Research Fellow, Applied Science, and Andrew Carroll, Product Lead, Genomics Aging is a process that is characterized by physiological and molecular changes that increase an individual’s...

May 14 2023

Openai

UniPi: Learning universal policies via text-guided video generation

by TWD_devop103

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Posted by Sherry Yang, Research Scientist, and Yilun Du, Student Researcher, Google Research, Brain Team Building models that solve a diverse set of tasks has become a dominant paradigm in...

May 14 2023

Openai

Robotic deep RL at scale: Sorting waste and recyclables with a fleet of robots

by TWD_devop103

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Posted by Sergey Levine, Research Scientist, and Alexander Herzog, Staff Research Software Engineer, Google Research, Brain Team Reinforcement learning (RL) can enable robots to learn complex behaviors through trial-and-error interaction,...

May 14 2023

Openai

Beyond automatic differentiation

by TWD_devop103

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Posted by Matthew Streeter, Software Engineer, Google Research Derivatives play a central role in optimization and machine learning. By locally approximating a training loss, derivatives guide an optimizer toward lower...

May 14 2023

Openai

Differentially private heatmaps

by TWD_devop103

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Posted by Badih Ghazi, Staff Research Scientist, and Nachiappan Valliappan, Staff Software Engineer, Google Research Recently, differential privacy (DP) has emerged as a mathematically robust notion of user privacy for...

May 14 2023

Openai

Responsible AI at Google Research: Technology, AI, Society and Culture

by TWD_devop103

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Posted by Lauren Wilcox, Senior Staff Research Scientist, on behalf of the Technology, AI, Society, and Culture Team Google sees AI as a foundational and transformational technology, with recent advances...

May 14 2023

Openai

Recent advances in deep long-horizon forecasting

by TWD_devop103

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Posted by Rajat Sen and Abhimanyu Das, Research Scientists, Google Research Time-series forecasting is an important research area that is critical to several scientific and industrial applications, like retail supply...