AIRI TeaminAIRI.InstitutePrompt Me One More Time. Populating knowledge graphs using LLMMost of humanity’s knowledge in our century is stored in the form of text. This is the most natural way for us to express information after…4d ago4d ago
AIRI TeaminAIRI.InstituteResearchers trained diffusion models to edit images more accurately and fasterIn recent years, diffusion models have proven their success in text-to-image tasks, meaning creating images based on textual descriptions…Oct 16Oct 16
AIRI TeaminAIRI.InstituteResearchers improved a reinforcement learning-based model for drug discoveryMedications have intrigued people since ancient times. Since then, pharmacology has evolved into a full-fledged science. However, despite…Oct 11Oct 11
AIRI TeaminAIRI.InstituteNeural potential field helped robots to avoid obstacles betterAvoiding obstacles and barriers is one of the first skills humans acquire early in life. We do this daily without thinking when we walk…Oct 4Oct 4
AIRI TeaminAIRI.InstituteAfrikaans and Slovene were found to be the best donors for cross-lingual transfer between…In recent years, computational linguistics has experienced an unprecedented rise due to the invention of transformer neural networks, which…Sep 16Sep 16
AIRI TeaminAIRI.InstituteUsing the general cost functional made the optimal transport with class preservation more accurateIn the mid-20th century, Soviet mathematician Leonid Kantorovich developed ideas for optimal solutions in economics, including the problem…Jul 29Jul 29
AIRI TeaminAIRI.InstituteThe new framework required 50 times less data to predict the optimal geometry of molecules using…To create a new drug or material, scientists must research molecules that have yet to be synthesized and hope to find valuable properties…Jul 11Jul 11
AIRI TeaminAIRI.InstituteLanguage models for chemical tasks turned out to be vulnerable to changes in molecule…To predict the outcome of a chemical reaction, one can describe it as the interaction of a multitude of neutral atoms, ions, and electrons…Jul 2Jul 2
AIRI TeaminAIRI.InstituteGaussian mixtures helped to improve the learning of object-centric scene representationThe use of neural networks has led to significant progress in the field of computer vision and other areas where segmenting objects in…Jun 17Jun 17
AIRI TeaminAIRI.InstituteEnergy-based models made Schrödinger Bridge lighterSince the early 2000s, energy-based models (EBMs) have been gaining popularity in machine learning. They are based on the application of…May 15May 15
