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Gustavo Henrique de Rosa

About Gustavo Henrique de Rosa

Gustavo Henrique de Rosa, With an exceptional h-index of 18 and a recent h-index of 16 (since 2020), a distinguished researcher at Universidade Estadual Paulista, specializes in the field of Pattern Recognition, Computer Vision, Natural Language Processing, Machine Learning, Meta-Heuristic Optimization.

His recent articles reflect a diverse array of research interests and contributions to the field:

Robust deep learning for eye fundus images: Bridging real and synthetic data for enhancing generalization

Phi-3 technical report: A highly capable language model locally on your phone

Metaheuristics for Feature Selection: A Comprehensive Comparison Using Opytimizer

Transformer-based autoregressive language model selection

Textbooks are all you need

Harmony Search-Based Approaches for Fine-Tuning Deep Belief Networks

Fine-Tuning Restricted Boltzmann Machines Using No-Boundary Jellyfish.

Neighbour‐based bag‐of‐samplings for person identification through handwritten dynamics and convolutional neural networks

Gustavo Henrique de Rosa Information

University

Position

PhD Student

Citations(all)

1503

Citations(since 2020)

1314

Cited By

685

hIndex(all)

18

hIndex(since 2020)

16

i10Index(all)

26

i10Index(since 2020)

24

Email

University Profile Page

Google Scholar

Gustavo Henrique de Rosa Skills & Research Interests

Pattern Recognition

Computer Vision

Natural Language Processing

Machine Learning

Meta-Heuristic Optimization

Top articles of Gustavo Henrique de Rosa

Robust deep learning for eye fundus images: Bridging real and synthetic data for enhancing generalization

Biomedical Signal Processing and Control

2024/8/1

Dinesh Kumar
Dinesh Kumar

H-Index: 1

Phi-3 technical report: A highly capable language model locally on your phone

arXiv preprint arXiv:2404.14219

2024/4/22

Jyoti Aneja
Jyoti Aneja

H-Index: 5

Johan Bjorck
Johan Bjorck

H-Index: 7

Caio César Teodoro Mendes
Caio César Teodoro Mendes

H-Index: 6

Parul Chopra
Parul Chopra

H-Index: 1

Matthew Dixon
Matthew Dixon

H-Index: 9

Ronen Eldan
Ronen Eldan

H-Index: 16

Dan Iter
Dan Iter

H-Index: 10

Abhishek Goswami
Abhishek Goswami

H-Index: 1

Junheng Hao
Junheng Hao

H-Index: 3

Mojan Javaheripi
Mojan Javaheripi

H-Index: 6

Xin Jin
Xin Jin

H-Index: 17

Dongwoo Kim
Dongwoo Kim

H-Index: 10

Yin Tat Lee
Yin Tat Lee

H-Index: 25

Yuanzhi Li
Yuanzhi Li

H-Index: 1

Chen Liang
Chen Liang

H-Index: 3

Eric Lin
Eric Lin

H-Index: 7

Piyush Madan
Piyush Madan

H-Index: 1

Arindam Mitra
Arindam Mitra

H-Index: 4

Anh Nguyen
Anh Nguyen

H-Index: 4

Thomas Portet
Thomas Portet

H-Index: 9

Reid Pryzant
Reid Pryzant

H-Index: 8

Adil Salim
Adil Salim

H-Index: 6

Michael Santacroce
Michael Santacroce

H-Index: 2

Xia Song
Xia Song

H-Index: 6

Xin Wang
Xin Wang

H-Index: 6

Guanhua Wang
Guanhua Wang

H-Index: 5

Michael Wyatt
Michael Wyatt

H-Index: 3

Fan Yang
Fan Yang

H-Index: 3

Ziyi Yang
Ziyi Yang

H-Index: 7

Donghan Yu
Donghan Yu

H-Index: 3

Jianwen Zhang
Jianwen Zhang

H-Index: 1

Yi Zhang
Yi Zhang

H-Index: 13

Yunan Zhang
Yunan Zhang

H-Index: 1

Metaheuristics for Feature Selection: A Comprehensive Comparison Using Opytimizer

2023/8/22

Douglas Rodrigues
Douglas Rodrigues

H-Index: 14

Mateus Roder
Mateus Roder

H-Index: 1

Gustavo Henrique De Rosa
Gustavo Henrique De Rosa

H-Index: 13

Transformer-based autoregressive language model selection

2023/7/6

Textbooks are all you need

arXiv preprint arXiv:2306.11644

2023/6/20

Yi Zhang
Yi Zhang

H-Index: 13

Jyoti Aneja
Jyoti Aneja

H-Index: 5

Caio César Teodoro Mendes
Caio César Teodoro Mendes

H-Index: 6

Mojan Javaheripi
Mojan Javaheripi

H-Index: 6

Adil Salim
Adil Salim

H-Index: 6

Harkirat Singh Behl
Harkirat Singh Behl

H-Index: 4

Xin Wang
Xin Wang

H-Index: 6

Ronen Eldan
Ronen Eldan

H-Index: 16

Yin Tat Lee
Yin Tat Lee

H-Index: 25

Yuanzhi Li
Yuanzhi Li

H-Index: 1

Harmony Search-Based Approaches for Fine-Tuning Deep Belief Networks

2023/2/7

Douglas Rodrigues
Douglas Rodrigues

H-Index: 14

Mateus Roder
Mateus Roder

H-Index: 1

Gustavo Henrique De Rosa
Gustavo Henrique De Rosa

H-Index: 13

Zong Woo Geem
Zong Woo Geem

H-Index: 36

Fine-Tuning Restricted Boltzmann Machines Using No-Boundary Jellyfish.

2023

Douglas Rodrigues
Douglas Rodrigues

H-Index: 14

Gustavo Henrique De Rosa
Gustavo Henrique De Rosa

H-Index: 13

Kelton Augusto Pontara Da Costa
Kelton Augusto Pontara Da Costa

H-Index: 12

Neighbour‐based bag‐of‐samplings for person identification through handwritten dynamics and convolutional neural networks

Expert Systems

2022/5

Mateus Roder
Mateus Roder

H-Index: 1

Convolutional neural networks ensembles through single-iteration optimization

Soft Computing

2022/4

Douglas Rodrigues
Douglas Rodrigues

H-Index: 14

Which generative adversarial network yields high-quality synthetic medical images: investigation using AMD image datasets

arXiv preprint arXiv:2203.13856

2022/3/25

Dinesh Kumar
Dinesh Kumar

H-Index: 1

Comparative Study Between Distance Measures On Supervised Optimum-Path Forest Classification

arXiv preprint arXiv:2202.03854

2022/2/8

Gustavo Henrique De Rosa
Gustavo Henrique De Rosa

H-Index: 13

Mateus Roder
Mateus Roder

H-Index: 1

Learning to weight similarity measures with Siamese networks: a case study on optimum-path forest

2022/1/1

Litetransformersearch: Training-free neural architecture search for efficient language models

Advances in Neural Information Processing Systems

2022/12/6

Mojan Javaheripi
Mojan Javaheripi

H-Index: 6

Farinaz Koushanfar
Farinaz Koushanfar

H-Index: 43

Análise de aprendizado adversarial baseado em similaridade na geração de texto

2022/11/22

Gustavo Henrique De Rosa
Gustavo Henrique De Rosa

H-Index: 13

Deep Learning-Based Abstractive Summarization for Brazilian Portuguese Texts

2022/11/19

Small Character Models Match Large Word Models for Autocomplete Under Memory Constraints

arXiv preprint arXiv:2210.03251

2022/10/6

Gustavo Henrique De Rosa
Gustavo Henrique De Rosa

H-Index: 13

Optimum-path forest stacking-based ensemble for intrusion detection

Evolutionary Intelligence

2022/9

Litetransformersearch: Training-free on-device search for efficient autoregressive language models

2022/5/16

Mojan Javaheripi
Mojan Javaheripi

H-Index: 6

Gustavo Henrique De Rosa
Gustavo Henrique De Rosa

H-Index: 13

Farinaz Koushanfar
Farinaz Koushanfar

H-Index: 43

Improving pre-trained weights through meta-heuristics fine-tuning

2021/12/5

Mateus Roder
Mateus Roder

H-Index: 1

From actions to events: A transfer learning approach using improved deep belief networks

2021/12/5

Mateus Roder
Mateus Roder

H-Index: 1

Jurandy Almeida
Jurandy Almeida

H-Index: 15

See List of Professors in Gustavo Henrique de Rosa University(Universidade Estadual Paulista)

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