Zobrazeno 1 - 10
of 65 147
pro vyhledávání: '"Murat, P"'
Autor:
Kramer, Linus, García, Raquel Murat
Let $G$ be a topological group and let $K,L\subseteq G$ be closed subgroups, with $K\subseteq L$. We prove that if $L$ is a locally compact pro-Lie group, then the map $q:G/K\to G/L$ is a fibration. As an application of this, we obtain two older resu
Externí odkaz:
http://arxiv.org/abs/2408.03843
Autor:
Churin, Igor, Apishev, Murat, Tikhonova, Maria, Shevelev, Denis, Bulatov, Aydar, Kuratov, Yuri, Averkiev, Sergej, Fenogenova, Alena
Recent advancements in Natural Language Processing (NLP) have fostered the development of Large Language Models (LLMs) that can solve an immense variety of tasks. One of the key aspects of their application is their ability to work with long text doc
Externí odkaz:
http://arxiv.org/abs/2408.02439
This study investigates the realm of liquid neural networks (LNNs) and their deployment on neuromorphic hardware platforms. It provides an in-depth analysis of Liquid State Machines (LSMs) and explores the adaptation of LNN architectures to neuromorp
Externí odkaz:
http://arxiv.org/abs/2407.20590
Autor:
Yildirim, Selin, Manguoglu, Murat
Sparse matrices, as prevalent primitive of various scientific computing algorithms, persist as a bottleneck in processing. A skew-symmetric matrix flips signs of symmetric pairs in a symmetric matrix. Our work, Parallel 3-Way Banded Skew-Symmetric Sp
Externí odkaz:
http://arxiv.org/abs/2407.17651
Autor:
Okatan, Murat
Publikováno v:
SIViP 17, 3759-3766 (2023)
Spatio-temporal receptive fields (STRF) of visual neurons are often estimated using spike-triggered averaging of binary pseudo-random stimulus sequences. The spike train of a visual neuron is recorded simultaneously with the stimulus presentation. Th
Externí odkaz:
http://arxiv.org/abs/2407.16013
Machine translation is indispensable in healthcare for enabling the global dissemination of medical knowledge across languages. However, complex medical terminology poses unique challenges to achieving adequate translation quality and accuracy. This
Externí odkaz:
http://arxiv.org/abs/2407.12126
Objects, in particular tools, provide several action possibilities to the agents that can act on them, which are generally associated with the term of affordances. A tool is typically designed for a specific purpose, such as driving a nail in the cas
Externí odkaz:
http://arxiv.org/abs/2407.11922
Head movements are crucial for social human-human interaction. They can transmit important cues (e.g., joint attention, speaker detection) that cannot be achieved with verbal interaction alone. This advantage also holds for human-robot interaction. E
Externí odkaz:
http://arxiv.org/abs/2407.11915
Autor:
Singh, Prabhant, Gijsbers, Pieter, Yildirim, Murat Onur, Gok, Elif Ceren, Vanschoren, Joaquin
We propose an AutoML system that enables model selection on clustering problems by leveraging optimal transport-based dataset similarity. Our objective is to establish a comprehensive AutoML pipeline for clustering problems and provide recommendation
Externí odkaz:
http://arxiv.org/abs/2407.11286
We compute probabilistic controlled invariant sets for nonlinear systems using Gaussian process state space models, which are data-driven models that account for unmodeled and unknown nonlinear dynamics. We investigate the relationship between robust
Externí odkaz:
http://arxiv.org/abs/2407.11256