"Blog" Category

Data Root Lab has created the list of 100 global startups based on public information from sources including Crunchbase and others. It features companies who are disrupting the market bringing unique approaches of AI implementation to the enterprise space, with InstaDeep amongst only four UK companies featured. InstaDeep has been working in the logistics space […]

For the third year in a row, InstaDeep’s latest research findings across Deep Learning and Reinforcement Learning have been accepted to the Advances of Neural Information Processing Systems (NeurIPS) conference. The annual event aims to foster an exchange of research and neural information processing systems, and with no less than one paper accepted for the […]

The research, Learning Compositional Neural Programs for Continuous Control, is a collaboration between InstaDeep, Google DeepMind, Sorbonne University and the French National Center for Research (CNRS). It proposes a novel compositional approach to solve robotics manipulation tasks through the solution dubbed AlphaNPI-X, which empirically shows that it can effectively learn to tackle challenging sparse manipulation […]

The paper, titled “3D Deep Learning for Biological Function Prediction from Physical Fields”, was conducted in cooperation with Machine Learning and Computer Vision researchers from Department of Informatics at Technical University Munich and the Department of Chemistry at Vanderbilt University, with professors Daniel Cremers and Jens Meiler being the senior authors of the work. About the […]

Saturday 17th October saw the InstaDeep Kinase Classification Challenge by UmojaHack Africa unfold with 252 participants, representing 15 universities and engineering schools in Tunisia, working hard to solve a novel problem in biology using Machine Learning. Specifically, the hackathon participants were challenged to determine the structure, behaviour and interaction of enzymes and molecules to predict […]