Disclaimer: All claims made are supported by our research paper: A Flexible Antibody Foundation Model Based on Bayesian Flow Networks unless explicitly cited otherwise. Antibodies play an important role in the adaptive immune response. By selectively recognising and binding to specific antigens—such as viruses or bacteria—they neutralise threats and are essential to both acute and… Read more »
AI is revolutionising proteomics and has the potential to unlock new frontiers in targeted healthcare and biomedical research. At the heart of this is peptide sequencing, an essential process for understanding proteins and their role in biological systems. Why Peptides? Peptides are the building blocks of proteins. Accurately sequencing them drives advancements in drug discovery,… Read more »
Proteins are essential to life, driving nearly every biological process and performing critical functions in the human body—from building muscles to fighting diseases. Understanding these intricate molecules has long challenged researchers, but advancements in AI could change that. What is ProtBFN? There are 20 proteinogenic amino acids that make up proteins. Arranged in specific sequences,… Read more »
From our beginnings to becoming a key player in AI, supporting new research spaces and sharing what we’ve learnt in AI has always been at the core of InstaDeep’s DNA. This year, our journey brings us to the Vancouver Convention Center, Canada for the 38th annual Neural Information Processing Systems (NeurIPS) conference from December 10… Read more »
DNA is the blueprint of life, the universal code of A, T, C, and G that guides the functioning of all living organisms, from humans to bacteria. Packed into the genome, this massive instruction manual varies in complexity across species and contains billions of letters that determine traits, health, and evolution. Small variations in DNA… Read more »
The International Conference on Machine Learning (ICML) stands as one of the premier gatherings, bringing together the brightest minds from academia, industry, and research institutions. The 2024 edition is set to start in a few days in Vienna and as always our team is gearing up to attend with 7 accepted papers and 2 spotlight… Read more »
InstaDeep maintains its strong commitment to open research with six papers accepted for presentation at the 2024 ICLR conference being held in Vienna this week. The accepted papers cover a diverse range of subjects including Decision-making AI and Machine Learning for biology. Detailed summaries of each paper and their respective presentation slots are provided below…. Read more »
The human genome, containing the entirety of our genetic blueprint, holds the keys to understand the intricate workings of our cells and bodies. How our cells respond to signals, build proteins, and fight off diseases, is determined by instructions encoded within our DNA. While scientists have made tremendous progress in deciphering this code, especially since… Read more »
Two InstaDeep Tunis-based AI researchers will present at NeurIPS 2023 NAML: North African Machine Learning workshop on multi-script handwriting recognition and what happens Multi agent Reinforcement Learning is built on economic theories. The pair’s different research interests illustrate the breadth of AI research happening in North Africa. Oussama Mahfoudhi looks at the logic of language… Read more »
“It became essential for me to enter AI, not just as a career choice, but as a commitment to contribute to making the field more gender-balanced. I believe that a diverse and inclusive AI community fosters innovation and ensures a broader spectrum of perspectives in addressing global challenges.”