Eduardo Valle

Eduardo Valle

Universidade Estadual de Campinas

H-index: 32

Latin America-Brazil

About Eduardo Valle

Eduardo Valle, With an exceptional h-index of 32 and a recent h-index of 27 (since 2020), a distinguished researcher at Universidade Estadual de Campinas, specializes in the field of Machine Learning, Computer Vision, Health, Education.

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

Even small correlation and diversity shifts pose dataset-bias issues

The performance of transferability metrics does not translate to medical tasks

Test-Time Selection for Robust Skin Lesion Analysis

A survey on deep learning for skin lesion segmentation

DiffHPE: Robust, Coherent 3D Human Pose Lifting with Diffusion

ManiPose: Manifold-Constrained Multi-Hypothesis 3D Human Pose Estimation

Adversarial Feature Hallucination in a Supervised Contrastive Space for Few-Shot Learning of Provenance in Paintings

An evaluation of self-supervised pre-training for skin-lesion analysis

Eduardo Valle Information

University

Position

Faculty of Electrical and Computing Engineering (FEEC) (UNICAMP)

Citations(all)

4518

Citations(since 2020)

3051

Cited By

2631

hIndex(all)

32

hIndex(since 2020)

27

i10Index(all)

64

i10Index(since 2020)

42

Email

University Profile Page

Universidade Estadual de Campinas

Google Scholar

View Google Scholar Profile

Eduardo Valle Skills & Research Interests

Machine Learning

Computer Vision

Health

Education

Top articles of Eduardo Valle

Title

Journal

Author(s)

Publication Date

Even small correlation and diversity shifts pose dataset-bias issues

Pattern Recognition Letters

Alceu Bissoto

Catarina Barata

Eduardo Valle

Sandra Avila

2024/2/3

The performance of transferability metrics does not translate to medical tasks

Levy Chaves

Alceu Bissoto

Eduardo Valle

Sandra Avila

2023/10/12

Test-Time Selection for Robust Skin Lesion Analysis

Alceu Bissoto

Catarina Barata

Eduardo Valle

Sandra Avila

2023/10/8

A survey on deep learning for skin lesion segmentation

Zahra Mirikharaji

Kumar Abhishek

Alceu Bissoto

Catarina Barata

Sandra Avila

...

2023/6/9

DiffHPE: Robust, Coherent 3D Human Pose Lifting with Diffusion

Cédric Rommel

Eduardo Valle

Mickaël Chen

Souhaiel Khalfaoui

Renaud Marlet

...

2023

ManiPose: Manifold-Constrained Multi-Hypothesis 3D Human Pose Estimation

arXiv preprint arXiv:2312.06386

Cédric Rommel

Victor Letzelter

Nermin Samet

Renaud Marlet

Matthieu Cord

...

2023/12/11

Adversarial Feature Hallucination in a Supervised Contrastive Space for Few-Shot Learning of Provenance in Paintings

Lucas David

Luis Liborio

Guilherme Paiva

Marianna Severo

Eduardo Valle

...

2023/10/29

An evaluation of self-supervised pre-training for skin-lesion analysis

Levy Chaves

Alceu Bissoto

Eduardo Valle

Sandra Avila

2022/10/23

Collaborative object detectors adaptive to bandwidth and computation

Juliano S Assine

JCS Santos Filho

Eduardo Valle

2022/5/23

Artifact-based domain generalization of skin lesion models

Alceu Bissoto

Catarina Barata

Eduardo Valle

Sandra Avila

2022/10/23

Single-training collaborative object detectors adaptive to bandwidth and computation

arXiv preprint arXiv:2105.00591

Juliano S Assine

Eduardo Valle

2021/5/3

Gan-based data augmentation and anonymization for skin-lesion analysis: A critical review

Alceu Bissoto

Eduardo Valle

Sandra Avila

2021

Insights from the future for continual learning

Arthur Douillard

Eduardo Valle

Charles Ollion

Thomas Robert

Matthieu Cord

2021

Paperclickers: Affordable solution for classroom response systems

Computer Applications in Engineering Education https://doi.org/10.1002/cae.22323

Eduardo de Oliveira

Jomara Binda

Eduardo Valle

Renato Lopes

2020/8/27

Data, depth, and design: Learning reliable models for skin lesion analysis

Neurocomputing

Eduardo Valle

Michel Fornaciali

Afonso Menegola

Julia Tavares

Flávia Vasques Bittencourt

...

2020/3/28

Less is more: Sample selection and label conditioning improve skin lesion segmentation

Vinicius Ribeiro

Sandra Avila

Eduardo Valle

2020

Podnet: Pooled outputs distillation for small-tasks incremental learning

Arthur Douillard

Matthieu Cord

Charles Ollion

Thomas Robert

Eduardo Valle

2020

Debiasing skin lesion datasets and models? not so fast

Alceu Bissoto

Eduardo Valle

Sandra Avila

2020

See List of Professors in Eduardo Valle University(Universidade Estadual de Campinas)

Co-Authors

H-index: 51
Dr. Anderson Rocha (Full-Professor)

Dr. Anderson Rocha (Full-Professor)

Universidade Estadual de Campinas

H-index: 46
Jacques Wainer

Jacques Wainer

Universidade Estadual de Campinas

H-index: 45
Ricardo da Silva Torres

Ricardo da Silva Torres

Norges teknisk-naturvitenskaplige universitet

H-index: 32
Sandra Avila

Sandra Avila

Universidade Estadual de Campinas

H-index: 25
Arnaldo de Albuquerque Araujo

Arnaldo de Albuquerque Araujo

Universidade Federal de Minas Gerais

H-index: 15
Daniel Moreira

Daniel Moreira

University of Notre Dame

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