Cristina Nader Vasconcelos

Cristina Nader Vasconcelos

Universidade Federal Fluminense

H-index: 17

Latin America-Brazil

About Cristina Nader Vasconcelos

Cristina Nader Vasconcelos, With an exceptional h-index of 17 and a recent h-index of 14 (since 2020), a distinguished researcher at Universidade Federal Fluminense, specializes in the field of Machine Learning, Computer Vision, Computer Graphics, l.

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

Image super-resolution neural networks

Blue noise for diffusion models

Scaling vision transformers to 22 billion parameters

An analysis of ConformalLayers' robustness to corruptions in natural images

Cuf: Continuous upsampling filters

Proper reuse of image classification features improves object detection

Neural acoustic model

Driver interface with voice and gesture control

Cristina Nader Vasconcelos Information

University

Position

Professor of Computer Science

Citations(all)

1299

Citations(since 2020)

1038

Cited By

787

hIndex(all)

17

hIndex(since 2020)

14

i10Index(all)

22

i10Index(since 2020)

18

Email

University Profile Page

Universidade Federal Fluminense

Google Scholar

View Google Scholar Profile

Cristina Nader Vasconcelos Skills & Research Interests

Machine Learning

Computer Vision

Computer Graphics

l

Top articles of Cristina Nader Vasconcelos

Title

Journal

Author(s)

Publication Date

Image super-resolution neural networks

2024/4/25

Blue noise for diffusion models

arXiv preprint arXiv:2402.04930

Xingchang Huang

Corentin Salaün

Cristina Vasconcelos

Christian Theobalt

Cengiz Öztireli

...

2024/2/7

Scaling vision transformers to 22 billion parameters

Mostafa Dehghani

Josip Djolonga

Basil Mustafa

Piotr Padlewski

Jonathan Heek

...

2023/7/3

An analysis of ConformalLayers' robustness to corruptions in natural images

Pattern Recognition Letters

Eduardo Vera Sousa

Cristina Nader Vasconcelos

Leandro AF Fernandes

2023/2/1

Cuf: Continuous upsampling filters

Cristina N Vasconcelos

Cengiz Oztireli

Mark Matthews

Milad Hashemi

Kevin Swersky

...

2023

Proper reuse of image classification features improves object detection

Cristina Vasconcelos

Vighnesh Birodkar

Vincent Dumoulin

2022

Neural acoustic model

2022/7/19

Driver interface with voice and gesture control

2022/5/5

Computação gráfica: teoria e prática-geração de imagens

Eduardo Azevedo

Aura Conci

Cristina Vasconcelos

2022/5/4

Vision-assisted speech processing

2022/2/22

Spatially and color consistent environment lighting estimation using deep neural networks for mixed reality

Computers & Graphics

Bruno Augusto Dorta Marques

Esteban Walter Gonzalez Clua

Anselmo Antunes Montenegro

Cristina Nader Vasconcelos

2022/2/1

ConformalLayers: A non-linear sequential neural network with associative layers

Eduardo Vera Sousa

Leandro AF Fernandes

Cristina Nader Vasconcelos

2021/10/18

Bridging the gap between adversarial robustness and optimization bias

arXiv preprint arXiv:2102.08868

Fartash Faghri

Sven Gowal

Cristina Vasconcelos

David J Fleet

Fabian Pedregosa

...

2021/2/17

Impact of aliasing on generalization in deep convolutional networks

Cristina Vasconcelos

Hugo Larochelle

Vincent Dumoulin

Rob Romijnders

Nicolas Le Roux

...

2021

Experiments using deep learning for dermoscopy image analysis

Pattern Recognition Letters

Cristina Nader Vasconcelos

Bárbara Nader Vasconcelos

2020/11/1

Arms and hands segmentation for egocentric perspective based on pspnet and deeplab

Heverton Sarah

Esteban Clua

Cristina Nader Vasconcelos

2020/7/10

An effective anti-aliasing approach for residual networks

arXiv preprint arXiv:2011.10675

Cristina Vasconcelos

Hugo Larochelle

Vincent Dumoulin

Nicolas Le Roux

Ross Goroshin

2020/11/20

See List of Professors in Cristina Nader Vasconcelos University(Universidade Federal Fluminense)

Co-Authors

H-index: 53
Bodo Rosenhahn

Bodo Rosenhahn

Leibniz Universität Hannover

H-index: 38
Marcelo Gattass

Marcelo Gattass

Pontifícia Universidade Católica do Rio de Janeiro

H-index: 37
Aura Conci

Aura Conci

Universidade Federal Fluminense

H-index: 27
Esteban Walter Gonzalez Clua

Esteban Walter Gonzalez Clua

Universidade Federal Fluminense

H-index: 17
Daniela Trevisan

Daniela Trevisan

Universidade Federal Fluminense

H-index: 17
anselmo montenegro

anselmo montenegro

Universidade Federal Fluminense

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