Machine Learning (ML) models thrive on data, but collection and labeling of training data can be a resource -intensive process. A common way to tackle this challenge is with synthetic data, but even synthetic data usually requires lavarious hand annotation of human analysts. At this year’s Computer Vision and Pattern Recognition Conference (CVPR) we presented … Read more
As the start of this year’s Interspeesch is approaching, “Generative AI” has become a guard word in both the machine learning community and the popular press, where it generally refers to models that synthesize text or images. TTS) Models (TTS-to-Tale), which is an important research area at Interspeech, has in some sense always been “generative”. … Read more
Amazon ML Summer School India 2024 In 2021, Amazon launched an immersive program for studs that were eager to build their careers in machine learning. By 2024, the fourth edition of ML Summer School will be opened for all eligible students from recognized institutes in India. Sign up here. Last year, Amazon announced the second … Read more
The drive to exploit the transformative power of high-end machine learning models has meant that some businesses are facing new challenges. Team wants help preparing complete documents, summarizing complex documents, conversation-IA agents who build or generate striking, customized visuals. In April, Amazon stepped in to help clients fight with the need to build and scale … Read more
When customers shop at the Amazon store and learn that a product is sold out, how likely are they to replace it with a similar product from another brand? What are the fastest, most fuel -efficient ways to deliver orders to customers? If we claim to work on problems in the real world, it is … Read more
Visual product inspection is crucial for manufacturing, retail and many other industries. Shipment of damaged goods erodes customerstust and incurs additional costs for reimbursement or replacements. Today, there is a growing interest in automating the inspection process to increase the flow, reduce costs and accelerate feedback loops. Anomali -Detection Predicts where a product differs from … Read more
AI Safety is a priority at Amazon. Our investment in secure, transparent and responsible AI (RAI) includes collaboration with the global community and decision makers. We are members of and collaborate with organizations such as Frontier Model Forum, the partnership on AI and other forums organized by government agencies such as the National Institute of … Read more
Amazon announced today that a team from the University of California, Santa Barbara (UCSB) has won the overall first prize for Alexa Prize Socialbot Grand Challenge 5 (SGC5). In addition, a team from Stanford University was awarded the first plate award for scientific innovation-one category, which was newly introduced to SGC5 with the aim of … Read more
Rayev Rastogi, Vice President of Applied Science in Amazon’s International Emerging Stores Division. In a Keynote address of this year’s ACM Conference on Recommendation Systems (Recsys), which starts next week, Rajeev Rastogi, Vice President of Applied Science in Amazon’s International Emerging Stores Division, will discuss three problems that have been in its recommendation algorithms: Recommendations … Read more
Earth is a complex system. Variability ranging from regular events such as temperature fluctuations to extreme events such as drought, hailstorms and El Niño – Southern oscillation (Enso) phenomenon can affect crops, delay airline flights and cause floods and forest fires. Precise and timely forecasts of these variabilities can help people take requirements for precautions … Read more