Zobrazeno 1 - 10
of 3 990
pro vyhledávání: '"SILVA, Diego A."'
Event-based cameras are sensors that simulate the human eye, offering advantages such as high-speed robustness and low power consumption. Established Deep Learning techniques have shown effectiveness in processing event data. Chimera is a Block-Based
Externí odkaz:
http://arxiv.org/abs/2412.19646
This paper investigates the lack of research on activation functions for neural network models in time series tasks. It highlights the need to identify essential properties of these activations to improve their effectiveness in specific domains. To t
Externí odkaz:
http://arxiv.org/abs/2412.09889
Object detection is crucial in various cutting-edge applications, such as autonomous vehicles and advanced robotics systems, primarily relying on data from conventional frame-based RGB sensors. However, these sensors often struggle with issues like m
Externí odkaz:
http://arxiv.org/abs/2408.05321
Autor:
O'Ryan, Gabriel, Dueñas, Joaquín Medina, Guzmán-Silva, Diego, Torres, Luis E. F. Foa, Hermann-Avigliano, Carla
Advancements in photonics technologies have significantly enhanced their capability to facilitate experiments involving quantum light, even at room temperature. Nevertheless, fully integrating photonic chips that include quantum light sources, effect
Externí odkaz:
http://arxiv.org/abs/2403.10387
Online social media is rife with offensive and hateful comments, prompting the need for their automatic detection given the sheer amount of posts created every second. Creating high-quality human-labelled datasets for this task is difficult and costl
Externí odkaz:
http://arxiv.org/abs/2307.16609
Vortex stretching is a common feature of many complex flows, including turbulence. Experiments and simulations of isolated vortex knots demonstrate that this behavior can also be seen in relatively simple systems, and appears to be dependent on vorte
Externí odkaz:
http://arxiv.org/abs/2306.17393
We build a new measure of credit and financial market sentiment using Natural Language Processing on Twitter data. We find that the Twitter Financial Sentiment Index (TFSI) correlates highly with corporate bond spreads and other price- and survey-bas
Externí odkaz:
http://arxiv.org/abs/2305.16164
Autor:
Guijo-Rubio, David, Middlehurst, Matthew, Arcencio, Guilherme, Silva, Diego Furtado, Bagnall, Anthony
Time Series Extrinsic Regression (TSER) involves using a set of training time series to form a predictive model of a continuous response variable that is not directly related to the regressor series. The TSER archive for comparing algorithms was rele
Externí odkaz:
http://arxiv.org/abs/2305.01429
This paper presents a design and automation environment to study the control trajectory for new CDPR architectures, for instance CDPRs with an unusual number of cables or different motor location in the robot frame. In order to test the environment c
Externí odkaz:
http://arxiv.org/abs/2301.09396
Autor:
Cáceres-Aravena, Gabriel, Real, Bastián, Guzmán-Silva, Diego, Vildoso, Paloma, Salinas, Ignacio, Amo, Alberto, Ozawa, Tomoki, Vicencio, Rodrigo A.
Transfer of information between topological edge states is a robust way of spatially manipulating quantum states while preserving their coherence in lattice environments. This method is particularly efficient when the edge modes are kept within the t
Externí odkaz:
http://arxiv.org/abs/2301.04189