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Gustavo Henrique de Rosa
Gustavo Henrique de Rosa
Senior Research Software Engineer, Microsoft Research
在 microsoft.com 的电子邮件经过验证 - 首页
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引用次数
引用次数
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Phi-3 technical report: A highly capable language model locally on your phone
M Abdin, J Aneja, H Awadalla, A Awadallah, AA Awan, N Bach, A Bahree, ...
arXiv preprint arXiv:2404.14219, 2024
7592024
Textbooks are all you need
S Gunasekar, Y Zhang, J Aneja, CCT Mendes, A Del Giorno, S Gopi, ...
arXiv preprint arXiv:2306.11644, 2023
5682023
Deep learning-aided Parkinson's disease diagnosis from handwritten dynamics
CR Pereira, SAT Weber, C Hook, GH Rosa, JP Papa
2016 29th SIBGRAPI conference on graphics, patterns and images (SIBGRAPI …, 2016
2792016
Handwritten dynamics assessment through convolutional neural networks: An application to Parkinson's disease identification
CR Pereira, DR Pereira, GH Rosa, VHC Albuquerque, SAT Weber, ...
Artificial intelligence in medicine 87, 67-77, 2018
2072018
Phi-2: The surprising power of small language models
M Javaheripi, S Bubeck, M Abdin, J Aneja, S Bubeck, CCT Mendes, ...
Microsoft Research Blog 1 (3), 3, 2023
2012023
A recurrence plot-based approach for Parkinson’s disease identification
LCS Afonso, GH Rosa, CR Pereira, SAT Weber, C Hook, ...
Future Generation Computer Systems 94, 282-292, 2019
1302019
A survey on text generation using generative adversarial networks
GH De Rosa, JP Papa
Pattern Recognition 119, 108098, 2021
1262021
Soft-Tempering Deep Belief Networks Parameters Through Genetic Programming
GH de Rosa, JP Papa
Journal of Artificial Intelligence and Systems 1 (1), 43-59, 2019
1152019
Convolutional neural networks applied for Parkinson’s disease identification
CR Pereira, DR Pereira, JP Papa, GH Rosa, XS Yang
Machine Learning for Health Informatics: State-Of-The-Art and Future …, 2016
882016
Fine-tuning convolutional neural networks using harmony search
G Rosa, J Papa, A Marana, W Scheirer, D Cox
Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2015
722015
Model selection for discriminative restricted boltzmann machines through meta-heuristic techniques
JP Papa, GH Rosa, AN Marana, W Scheirer, DD Cox
Journal of Computational Science 9, 14-18, 2015
632015
Learning parameters in deep belief networks through firefly algorithm
G Rosa, J Papa, K Costa, L Passos, C Pereira, XS Yang
Artificial Neural Networks in Pattern Recognition: 7th IAPR TC3 Workshop …, 2016
592016
Handling dropout probability estimation in convolution neural networks using meta-heuristics
GH De Rosa, JP Papa, XS Yang
Soft Computing 22, 6147-6156, 2018
582018
Feature selection through binary brain storm optimization
JP Papa, GH Rosa, AN de Souza, LCS Afonso
Computers & Electrical Engineering 72, 468-481, 2018
462018
On the model selection of bernoulli restricted boltzmann machines through harmony search
JP Papa, GH Rosa, KA Costa, NA Marana, W Scheirer, DD Cox
Proceedings of the companion publication of the 2015 annual conference on …, 2015
422015
Quaternion-based deep belief networks fine-tuning
JP Papa, GH Rosa, DR Pereira, XS Yang
Applied Soft Computing 60, 328-335, 2017
382017
Stroke lesion detection using convolutional neural networks
DR Pereira, PP Reboucas Filho, GH de Rosa, JP Papa, ...
2018 International joint conference on neural networks (IJCNN), 1-6, 2018
372018
Adaptive improved flower pollination algorithm for global optimization
D Rodrigues, GH de Rosa, LA Passos, JP Papa
Nature-inspired computation in data mining and machine learning, 1-21, 2020
242020
Litetransformersearch: Training-free on-device search for efficient autoregressive language models
M Javaheripi, S Shah, S Mukherjee, TL Religa, CCT Mendes, ...
First Conference on Automated Machine Learning (Late-Breaking Workshop), 2022
232022
Litetransformersearch: Training-free neural architecture search for efficient language models
M Javaheripi, G de Rosa, S Mukherjee, S Shah, T Religa, ...
Advances in Neural Information Processing Systems 35, 24254-24267, 2022
212022
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