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…4d ago4d ago
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
AIRI TeaminAIRI.InstituteRecurrent memory removed restrictions on the length of input sequences for transformersToday, natural language processing is unthinkable without the use of transformer models. Unlike recurrent neural networks, which solved…Apr 19Apr 19
AIRI TeaminAIRI.InstituteBulk Search Improved Anonymous Multi-Agent Path FindingIt is difficult to argue with the thesis that soon, many everyday tasks will be performed by robots controlled by various artificial…Apr 11Apr 11
AIRI TeaminAIRI.InstituteInformation about nearest neighbors helped complete knowledge graphs more accuratelyKnowledge graphs are a way of organizing structured information, in which entities are represented as nodes of a multi-relational graph…Apr 2Apr 2