Alexa scientist Ariya Rastrow on the blurring boundaries between acoustic processing and language understanding.Read More
Computer vision researcher Thomas Brox enjoys university and industry roles
Award-winning scientist joined Amazon team in Tübingen earlier this year.Read More
Forecasting big time series: theory and practice
View recording of tutorial presented at The Web Conference 2020.Read More
“Pseudo-labels”, negative examples help Alexa match skills to customer requests
Letting a machine learning system label its own examples improves performance.Read More
Nine videos about explainable AI in industry
Industry collaborators create nine-part series that provides theoretical underpinnings for explainable AI and industry case studies.Read More
Locating multiple sound sources from raw audio
An end-to-end deep-learning-based solution circumvents the “permutation problem”.Read More
ICLR: The AI conference that helped redefine the field
Amazon’s Stefano Soatto on how learning representations came to dominate machine learning.Read More
Advances in text-to-speech technologies help computers find their voice
Generating natural sounding, human-like speech has been a goal of scientists for decades.Read More
How robots can adapt to new tasks — quickly
New approach to meta-reinforcement learning minimizes the need for costly interactions with the environment.Read More
8 science-related points from Jeff Bezos’s 2019 Shareholder Letter
Bezos’s Shareholder Letter has become a must read, along the lines of Warren Buffet’s letter to Berkshire Hathaway shareholders, or the Bill & Melinda Gates Annual Letter.Read More