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Favorite Posted by Avi Singh, Research Scientist, and Laura Graesser, Research Engineer, Robotics at Google Robot learning has been applied to a wide range of challenging real world tasks, including dexterous manipulation, legged locomotion, and grasping. It is less common to see robot learning applied to dynamic, high-acceleration tasks requiring
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Shared by Google AI Technology October 18, 2022
Favorite Posted by Yi Tay and Mostafa Dehghani, Research Scientists, Google Research, Brain Team Building models that understand and generate natural language well is one the grand goals of machine learning (ML) research and has a direct impact on building smart systems for everyday applications. Improving the quality of language
Read More Shared by Google AI Technology October 14, 2022
Favorite Posted by Ashish Thapliyal, Software Engineer, and Jordi Pont-Tuset, Research Scientist, Google Research Image captioning is the machine learning task of automatically generating a fluent natural language description for a given image. This task is important for improving accessibility for visually impaired users and is a core task in
Read More Shared by Google AI Technology October 13, 2022
Favorite Editor’s note: Last week Google hosted the annual Google For Africa eventas part of our commitment to make the internet more useful in Africa, and to support the communities and businesses that will power Africa’s economic growth. This commitment includes our investment in research. Since announcing the Google AI
Read More Shared by Google AI Technology October 12, 2022
Favorite When most people think of proteins, their mind typically goes to protein-rich foods such as steak or tofu. But proteins are so much more. They’re essential to how living things operate and thrive, and studying them can help improve lives. For example, insulin treatments are life-changing for people with
Read More Shared by Google AI Technology October 11, 2022
Favorite In Lamwo district, in northern Uganda, providing access to electricity is a challenge. In a country where only about 24% of the population has a power supply to their home from the national grid, the rate in Lamwo is even lower. This is partly due to lack of information:
Read More Shared by Google AI Technology October 11, 2022
Favorite The World Health Organization (WHO) estimates that nearly 1 billion people are living with a mental disorder, worldwide. During the global pandemic, the world saw a 25% increase in the prevalence of anxiety and depression. There was even a corresponding spike in searches on Google for mental health resources
Read More Shared by Google AI Technology October 10, 2022
Favorite Posted by Zalán Borsos, Research Software Engineer, and Neil Zeghidour, Research Scientist, Google Research Generating realistic audio requires modeling information represented at different scales. For example, just as music builds complex musical phrases from individual notes, speech combines temporally local structures, such as phonemes or syllables, into words and
Read More Shared by Google AI Technology October 6, 2022
Favorite Posted by Fitsum Reda and Janne Kontkanen, Google Research Frame interpolation is the process of synthesizing in-between images from a given set of images. The technique is often used for temporal up-sampling to increase the refresh rate of videos or to create slow motion effects. Nowadays, with digital cameras
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Favorite Posted by Srivatsan Krishnan, Student Researcher, and Aleksandra Faust, Senior Staff Research Scientist, Google Research, Brain Team Deep reinforcement learning (RL) continues to make great strides in solving real-world sequential decision-making problems such as balloon navigation, nuclear physics, robotics, and games. Despite its promise, one of its limiting factors
Read More Shared by Google AI Technology September 27, 2022