In the field of machine learning, the ability to quickly adapt to new tasks with limited data is a highly sought-after skill. We call it meta-learning or learning to learn and its goal is to train models on similar tasks…
Bring this project to life Data is increasingly becoming a premium for everyone on the internet, and turning information into data is becoming ever increasingly critical for all sorts of business problems. While data is obtained occasionally from websites such…
Today, we’re thrilled to announce the general availability of LangSmith — our solution for LLM application development, monitoring, and testing. We initially launched LangSmith in closed beta in July 2023. Since then, we’ve received invaluable feedback from our early users…
GEHRKE: We’ve talked a little bit beforehand, but you’ve had this amazing career in tech. How did you actually … tell us a bit about how you grew up, and how did you end up in tech? NICOLE FORSGREN: Yeah,…
Crop maps help scientists and policymakers track global food supplies and estimate how they might shift with climate change and growing populations. But getting accurate maps of the types of crops that are grown from farm to farm often requires…
Lu, H. et al. Machine learning-aided engineering of hydrolases for PET depolymerization. Nature 604, 662–667 (2022). Article ADS CAS PubMed Google Scholar Giessel, A. et al. Therapeutic enzyme engineering using a generative neural network. Sci. Rep. 12, 1536 (2022). Article …
Rakuten Group is well known for operating one of the largest online shopping malls in Japan. The company has 70+ businesses in fields such as e-commerce, travel, digital content, fintech, communications and more. Adopting new technologies to push the frontiers…
Posted by Nishant Jain, Pre-doctoral Researcher, and Pradeep Shenoy, Research Scientist, Google Research The constantly changing nature of the world around us poses a significant challenge for the development of AI models. Often, models are trained on longitudinal data with…
Editor’s Note: we’re excited to feature this guest post from the Dataherald team. Text-to-SQL is a HUGE use case, and Dataherald is the open-source leader in the space. This is a great look behind the curtains to see what makes…
Bring this project to life Deci AI’s YOLO-NAS has marked the advancement in the field of object detection with its cutting-edge foundational model. This model stands out as a result of sophisticated Neural Architecture Search technology, YOLO-NAS overcomes the gaps…
Ethics and information governance This study was approved by the Medical Ethics Committee of the Second Affiliated Hospital of Army Medical University (no. 2021-159-01, no. 2022-193-01 and no. 2023-123-01). All methods were implemented in accordance with the approved regulations and…
Posted by Mónica Ribero Díaz, Research Scientist, Google Research Differential privacy (DP) is a property of randomized mechanisms that limit the influence of any individual user’s information while processing and analyzing data. DP offers a robust solution to address growing…