Zobrazeno 1 - 10 of 1 265 pro vyhledávání: '"TEIXEIRA, JOAO"'
1
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VWise: A novel benchmark for evaluating scene classification for vehicular applications
Autor: Azevedo, Pedro, Araújo, Emanuella, Pierre, Gabriel, Costa, Willams de Lima, Teixeira, João Marcelo, Ferreira, Valter, Jones, Roberto, Teichrieb, Veronica
Current datasets for vehicular applications are mostly collected in North America or Europe. Models trained or evaluated on these datasets might suffer from geographical bias when deployed in other regions. Specifically, for scene classification, a h
Externí odkaz: http://arxiv.org/abs/2406.03273
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3
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Interpretability Analysis of Deep Models for COVID-19 Detection
Autor: da Silva, Daniel Peixoto Pinto, Casanova, Edresson, Gris, Lucas Rafael Stefanel, Junior, Arnaldo Candido, Finger, Marcelo, Svartman, Flaviane, Raposo, Beatriz, Martins, Marcus Vinícius Moreira, Aluísio, Sandra Maria, Berti, Larissa Cristina, Teixeira, João Paulo
During the outbreak of COVID-19 pandemic, several research areas joined efforts to mitigate the damages caused by SARS-CoV-2. In this paper we present an interpretability analysis of a convolutional neural network based model for COVID-19 detection i
Externí odkaz: http://arxiv.org/abs/2211.14372
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4
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Learning to Evolve Structural Ensembles of Unfolded and Disordered Proteins Using Experimental Solution Data
Autor: Zhang, Oufan, Haghighatlari, Mojtaba, Li, Jie, Teixeira, Joao Miguel Correia, Namini, Ashley, Liu, Zi-Hao, Forman-Kay, Julie D, Head-Gordon, Teresa
We have developed a Generative Recurrent Neural Networks (GRNN) that learns the probability of the next residue torsions $X_{i+1}=\ [\phi_{i+1},\psi_{i+1},\omega _{i+1}, \chi_{i+1}]$ from the previous residue in the sequence $X_i$ to generate new IDP
Externí odkaz: http://arxiv.org/abs/2206.12667
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5
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Learning Correlations between Internal Coordinates to improve 3D Cartesian Coordinates for Proteins
Autor: Li, Jie, Zhang, Oufan, Lee, Seokyoung, Namini, Ashley, Liu, Zi Hao, Teixeira, João Miguel Correia, Forman-Kay, Julie D, Head-Gordon, Teresa
We consider a generic representation problem of internal coordinates (bond lengths, valence angles, and dihedral angles) and their transformation to 3-dimensional Cartesian coordinates of a biomolecule. We show that the internal-to-Cartesian process
Externí odkaz: http://arxiv.org/abs/2205.04676
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Plný text Recenzováno Digitální knihovna AV ČR
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