Eduardo Valle

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 67

Top Venues

CoRR

CVPR Workshops

OR 2.0/CARE/CLIP/ISIC@MICCAI

Neurocomputing

Publications

Yihong Xu, Éloi Zablocki, Alexandre Boulch, Gilles Puy, Mickaël Chen, Florent Bartoccioni, Nermin Samet, Oriane Siméoni, Spyros Gidaris, Tuan-Hung Vu, Andrei Bursuc, Eduardo Valle, Renaud Marlet, Matthieu Cord
Valeo4Cast: A Modular Approach to End-to-End Forecasting. CoRR (2024)
Nermin Samet, Cédric Rommel, David Picard, Eduardo Valle
PAFUSE: Part-based Diffusion for 3D Whole-Body Pose Estimation. CoRR (2024)
Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila
Even small correlation and diversity shifts pose dataset-bias issues. Pattern Recognit. Lett. 179 (2024)
Levy G. Chaves, Eduardo Valle, Alceu Bissoto, Sandra Avila
Back to the Basics on Predicting Transfer Performance. CoRR (2024)
Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila
Test-Time Selection for Robust Skin Lesion Analysis. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Juliano S. Assine, José Cândido Silveira Santos Filho, Eduardo Valle, Marco Levorato
Slimmable Encoders for Flexible Split DNNs in Bandwidth and Resource Constrained IoT Systems. WoWMoM (2023)
Zahra Mirikharaji, Kumar Abhishek, Alceu Bissoto, Catarina Barata, Sandra Avila, Eduardo Valle, M. Emre Celebi, Ghassan Hamarneh
A survey on deep learning for skin lesion segmentation. Medical Image Anal. 88 (2023)
Lucas David, Luis Liborio, Guilherme Paiva, Marianna Severo, Eduardo Valle, Helio Pedrini, Zanoni Dias
Adversarial Feature Hallucination in a Supervised Contrastive Space for Few-Shot Learning of Provenance in Paintings. LA-CCI (2023)
Levy G. Chaves, Alceu Bissoto, Eduardo Valle, Sandra Avila
The Performance of Transferability Metrics Does Not Translate to Medical Tasks. DART@MICCAI (2023)
Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila
Test-Time Selection for Robust Skin Lesion Analysis. CoRR (2023)
Cédric Rommel, Eduardo Valle, Mickaël Chen, Souhaiel Khalfaoui, Renaud Marlet, Matthieu Cord, Patrick Pérez
DiffHPE: Robust, Coherent 3D Human Pose Lifting with Diffusion. ICCV (Workshops) (2023)
Cédric Rommel, Victor Letzelter, Nermin Samet, Renaud Marlet, Matthieu Cord, Patrick Pérez, Eduardo Valle
ManiPose: Manifold-Constrained Multi-Hypothesis 3D Human Pose Estimation. CoRR (2023)
Cédric Rommel, Eduardo Valle, Mickaël Chen, Souhaiel Khalfaoui, Renaud Marlet, Matthieu Cord, Patrick Pérez
DiffHPE: Robust, Coherent 3D Human Pose Lifting with Diffusion. CoRR (2023)
Levy G. Chaves, Alceu Bissoto, Eduardo Valle, Sandra Avila
The Performance of Transferability Metrics does not Translate to Medical Tasks. CoRR (2023)
Juliano S. Assine, José Cândido Silveira Santos Filho, Eduardo Valle, Marco Levorato
Slimmable Encoders for Flexible Split DNNs in Bandwidth and Resource Constrained IoT Systems. CoRR (2023)
Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila
Even Small Correlation and Diversity Shifts Pose Dataset-Bias Issues. CoRR (2023)
Levy G. Chaves, Alceu Bissoto, Eduardo Valle, Sandra Avila
An Evaluation of Self-supervised Pre-training for Skin-Lesion Analysis. ECCV Workshops (4) (2022)
Juliano S. Assine, José Cândido Silveira Santos Filho, Eduardo Valle
Collaborative Object Detectors Adaptive to Bandwidth and Computation. ICASSP (2022)
Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila
Artifact-Based Domain Generalization of Skin Lesion Models. CoRR (2022)
Zahra Mirikharaji, Catarina Barata, Kumar Abhishek, Alceu Bissoto, Sandra Avila, Eduardo Valle, M. Emre Celebi, Ghassan Hamarneh
A Survey on Deep Learning for Skin Lesion Segmentation. CoRR (2022)
Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila
Artifact-Based Domain Generalization of Skin Lesion Models. ECCV Workshops (4) (2022)
Alceu Bissoto, Eduardo Valle, Sandra Avila
GAN-Based Data Augmentation and Anonymization for Skin-Lesion Analysis: A Critical Review. CVPR Workshops (2021)
Arthur Douillard, Eduardo Valle, Charles Ollion, Thomas Robert, Matthieu Cord
Insights From the Future for Continual Learning. CVPR Workshops (2021)
Levy Chaves, Alceu Bissoto, Eduardo Valle, Sandra Avila
An Evaluation of Self-Supervised Pre-Training for Skin-Lesion Analysis. CoRR (2021)
Juliano S. Assine, José Cândido Silveira Santos Filho, Eduardo Valle
Single-Training Collaborative Object Detectors Adaptive to Bandwidth and Computation. CoRR (2021)
Alceu Bissoto, Eduardo Valle, Sandra Avila
GAN-Based Data Augmentation and Anonymization for Skin-Lesion Analysis: A Critical Review. CoRR (2021)
Vinícius Ribeiro, Sandra Avila, Eduardo Valle
Less is More: Sample Selection and Label Conditioning Improve Skin Lesion Segmentation. CoRR (2020)
Arthur Douillard, Matthieu Cord, Charles Ollion, Thomas Robert, Eduardo Valle
Small-Task Incremental Learning. CoRR (2020)
Eduardo Valle, Michel Fornaciali, Afonso Menegola, Julia Tavares, Flávia Vasques Bittencourt, Lin Tzy Li, Sandra Avila
Data, depth, and design: Learning reliable models for skin lesion analysis. Neurocomputing 383 (2020)
Vinícius Ribeiro, Sandra Avila, Eduardo Valle
Less is More: Sample Selection and Label Conditioning Improve Skin Lesion Segmentation. CVPR Workshops (2020)
Alceu Bissoto, Eduardo Valle, Sandra Avila
Debiasing Skin Lesion Datasets and Models? Not So Fast. CoRR (2020)
Arthur Douillard, Eduardo Valle, Charles Ollion, Thomas Robert, Matthieu Cord
Insights from the Future for Continual Learning. CoRR (2020)
Alceu Bissoto, Eduardo Valle, Sandra Avila
Debiasing Skin Lesion Datasets and Models? Not So Fast. CVPR Workshops (2020)
Eduardo Oliveira, Jomara Bindá, Eduardo Valle, Renato R. Lopes
Paperclickers: Affordable solution for classroom response systems. Comput. Appl. Eng. Educ. 28 (6) (2020)
Arthur Douillard, Matthieu Cord, Charles Ollion, Thomas Robert, Eduardo Valle
PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning. ECCV (20) (2020)
Vinícius Ribeiro, Sandra Avila, Eduardo Valle
Handling Inter-Annotator Agreement for Automated Skin Lesion Segmentation. CoRR (2019)
Alceu Bissoto, Michel Fornaciali, Eduardo Valle, Sandra Avila
(De)Constructing Bias on Skin Lesion Datasets. CoRR (2019)
Ramon Pires, Sandra Avila, Jacques Wainer, Eduardo Valle, Michael D. Abràmoff, Anderson Rocha
A data-driven approach to referable diabetic retinopathy detection. Artif. Intell. Medicine 96 (2019)
Alceu Bissoto, Michel Fornaciali, Eduardo Valle, Sandra Avila
(De)Constructing Bias on Skin Lesion Datasets. CVPR Workshops (2019)
Fábio Perez, Sandra Avila, Eduardo Valle
Solo or Ensemble? Choosing a CNN Architecture for Melanoma Classification. CoRR (2019)
Alceu Bissoto, Eduardo Valle, Sandra Avila
The Six Fronts of the Generative Adversarial Networks. CoRR (2019)
Alceu Bissoto, Fábio Perez, Eduardo Valle, Sandra Avila
Skin Lesion Synthesis with Generative Adversarial Networks. CoRR (2019)
Daniel Moreira, Sandra Avila, Mauricio Perez, Daniel Moraes, Vanessa Testoni, Eduardo Valle, Siome Goldenstein, Anderson Rocha
Multimodal data fusion for sensitive scene localization. Inf. Fusion 45 (2019)
Juliano S. Assine, Alan Godoy, Eduardo Valle
Compressing Representations for Embedded Deep Learning. CoRR (2019)
Fábio Perez, Sandra Avila, Eduardo Valle
Solo or Ensemble? Choosing a CNN Architecture for Melanoma Classification. CVPR Workshops (2019)
Fábio Perez, Cristina Vasconcelos, Sandra Avila, Eduardo Valle
Data Augmentation for Skin Lesion Analysis. CoRR (2018)
Fábio Perez, Cristina Vasconcelos, Sandra Avila, Eduardo Valle
Data Augmentation for Skin Lesion Analysis. OR 2.0/CARE/CLIP/ISIC@MICCAI (2018)
Alceu Bissoto, Fábio Perez, Eduardo Valle, Sandra Avila
Skin Lesion Synthesis with Generative Adversarial Networks. OR 2.0/CARE/CLIP/ISIC@MICCAI (2018)
Alceu Bissoto, Fábio Perez, Vinícius Ribeiro, Michel Fornaciali, Sandra Avila, Eduardo Valle
Deep-Learning Ensembles for Skin-Lesion Segmentation, Analysis, Classification: RECOD Titans at ISIC Challenge 2018. CoRR (2018)
George Gondim-Ribeiro, Pedro Tabacof, Eduardo Valle
Adversarial Attacks on Variational Autoencoders. CoRR (2018)
Thierry Pinheiro Moreira, Mauricio Lisboa Perez, Rafael de Oliveira Werneck, Eduardo Valle
Where is my puppy? Retrieving lost dogs by facial features. Multim. Tools Appl. 76 (14) (2017)
Ramon Pires, Sandra Eliza Fontes de Avila, Herbert F. Jelinek, Jacques Wainer, Eduardo Valle, Anderson Rocha
Beyond Lesion-Based Diabetic Retinopathy: A Direct Approach for Referral. IEEE J. Biomed. Health Informatics 21 (1) (2017)
Afonso Menegola, Michel Fornaciali, Ramon Pires, Flávia Vasques Bittencourt, Sandra Avila, Eduardo Valle
Knowledge transfer for melanoma screening with deep learning. ISBI (2017)
Afonso Menegola, Michel Fornaciali, Ramon Pires, Flávia Vasques Bittencourt, Sandra Eliza Fontes de Avila, Eduardo Valle
Knowledge Transfer for Melanoma Screening with Deep Learning. CoRR (2017)
Eduardo Oliveira, Jomara Bindá, Renato R. Lopes, Eduardo Valle
Paperclickers: Affordable Solution for Classroom Response Systems. CoRR (2017)
Oeslle Lucena, Amadeu Junior, Vitor Moia, Roberto Souza, Eduardo Valle, Roberto de Alencar Lotufo
Transfer Learning Using Convolutional Neural Networks for Face Anti-spoofing. ICIAR (2017)
Eduardo Valle, Michel Fornaciali, Afonso Menegola, Julia Tavares, Flávia Vasques Bittencourt, Lin Tzy Li, Sandra Avila
Data, Depth, and Design: Learning Reliable Models for Melanoma Screening. CoRR (2017)
Afonso Menegola, Julia Tavares, Michel Fornaciali, Lin Tzy Li, Sandra Eliza Fontes de Avila, Eduardo Valle
RECOD Titans at ISIC Challenge 2017. CoRR (2017)
Daniel Moreira, Sandra Eliza Fontes de Avila, Mauricio Perez, Daniel Moraes, Vanessa Testoni, Eduardo Valle, Siome Goldenstein, Anderson Rocha
Temporal Robust Features for Violence Detection. WACV (2017)
Mauricio Perez, Sandra Eliza Fontes de Avila, Daniel Moreira, Daniel Moraes, Vanessa Testoni, Eduardo Valle, Siome Goldenstein, Anderson Rocha
Video pornography detection through deep learning techniques and motion information. Neurocomputing 230 (2017)
Micael Carvalho, Matthieu Cord, Sandra Eliza Fontes de Avila, Nicolas Thome, Eduardo Valle
Deep Neural Networks Under Stress. CoRR (2016)
Micael Carvalho, Matthieu Cord, Sandra Eliza Fontes de Avila, Nicolas Thome, Eduardo Valle
Deep Neural Networks Under Stress. ICIP (2016)
Pedro Tabacof, Julia Tavares, Eduardo Valle
Adversarial Images for Variational Autoencoders. CoRR (2016)
Michel Fornaciali, Micael Carvalho, Flávia Vasques Bittencourt, Sandra Eliza Fontes de Avila, Eduardo Valle
Towards Automated Melanoma Screening: Proper Computer Vision & Reliable Results. CoRR (2016)
Pedro Tabacof, Eduardo Valle
Exploring the space of adversarial images. IJCNN (2016)
Ramon Oliveira, Pedro Tabacof, Eduardo Valle
Known Unknowns: Uncertainty Quality in Bayesian Neural Networks. CoRR (2016)
Afonso Menegola, Michel Fornaciali, Ramon Pires, Sandra Eliza Fontes de Avila, Eduardo Valle
Towards Automated Melanoma Screening: Exploring Transfer Learning Schemes. CoRR (2016)
Daniel Moreira, Sandra Eliza Fontes de Avila, Mauricio Perez, Daniel Moraes, Vanessa Testoni, Eduardo Valle, Siome Goldenstein, Anderson Rocha
RECOD at MediaEval 2015: Affective Impact of Movies Task. MediaEval (2015)
Pedro Tabacof, Eduardo Valle
Exploring the Space of Adversarial Images. CoRR (2015)
Otávio Augusto Bizetto Penatti, Sandra Eliza Fontes de Avila, Eduardo Valle, Ricardo da Silva Torres
Semantic Diversity versus Visual Diversity in Visual Dictionaries. CoRR (2015)
Thierry Pinheiro Moreira, Mauricio Lisboa Perez, Rafael de Oliveira Werneck, Eduardo Valle
Where is my puppy? Retrieving lost dogs by facial features. CoRR (2015)
Antonio da Luz Jr., Eduardo Valle, Arnaldo de Albuquerque Araújo
Non-collaborative content detecting on video sharing social networks. Multim. Tools Appl. 70 (2) (2014)
George Teodoro, Eduardo Valle, Nathan Mariano, Ricardo da Silva Torres, Wagner Meira Jr., Joel H. Saltz
Approximate similarity search for online multimedia services on distributed CPU-GPU platforms. VLDB J. 23 (3) (2014)
Luam Catao Totti, Felipe Almeida Costa, Sandra Eliza Fontes de Avila, Eduardo Valle, Wagner Meira Jr., Virgílio A. F. Almeida
The impact of visual attributes on online image diffusion. WebSci (2014)
Michel Fornaciali, Sandra Eliza Fontes de Avila, Micael Carvalho, Eduardo Valle
Statistical Learning Approach for Robust Melanoma Screening. SIBGRAPI (2014)
Sandra Eliza Fontes de Avila, Daniel Moreira, Mauricio Perez, Daniel Moraes, Isabela Cota, Vanessa Testoni, Eduardo Valle, Siome Goldenstein, Anderson Rocha
RECOD at MediaEval 2014: Violent Scenes Detection Task. MediaEval (2014)
Otávio Augusto Bizetto Penatti, Fernanda B. Silva, Eduardo Valle, Valérie Gouet-Brunet, Ricardo da Silva Torres
Visual word spatial arrangement for image retrieval and classification. Pattern Recognit. 47 (2) (2014)
Ramon Pires, Sandra Avila, Herbert F. Jelinek, Jacques Wainer, Eduardo Valle, Anderson Rocha
Automatic Diabetic Retinopathy detection using BossaNova representation. EMBC (2014)
Eliezer S. Silva, Thiago S. F. X. Teixeira, George Teodoro, Eduardo Valle
Large-Scale Distributed Locality-Sensitive Hashing for General Metric Data. SISAP (2014)
Jacques Wainer, Eduardo Valle
What happens to computer science research after it is published? Tracking CS research lines. J. Assoc. Inf. Sci. Technol. 64 (6) (2013)
Eliezer S. Silva, Eduardo Valle
K-medoids LSH: a new locality sensitive hashing in general metric space. SBBD (Short Papers) (2013)
Sandra Eliza Fontes de Avila, Nicolas Thome, Matthieu Cord, Eduardo Valle, Arnaldo de Albuquerque Araújo
Pooling in image representation: The visual codeword point of view. Comput. Vis. Image Underst. 117 (5) (2013)
Thiago S. F. X. Teixeira, George Teodoro, Eduardo Valle, Joel H. Saltz
Scalable Locality-Sensitive Hashing for Similarity Search in High-Dimensional, Large-Scale Multimedia Datasets. CoRR (2013)
Ramon Pires, Herbert F. Jelinek, Jacques Wainer, Siome Goldenstein, Eduardo Valle, Anderson Rocha
Assessing the Need for Referral in Automatic Diabetic Retinopathy Detection. IEEE Trans. Biomed. Eng. 60 (12) (2013)
George Teodoro, Eduardo Valle, Nathan Mariano, Ricardo da Silva Torres, Wagner Meira Jr., Joel H. Saltz
Approximate Similarity Search for Online Multimedia Services on Distributed CPU-GPU Platforms CoRR (2012)
Otávio Augusto Bizetto Penatti, Eduardo Valle, Ricardo da Silva Torres
Are visual dictionaries generalizable? CoRR (2012)
Sandra Eliza Fontes de Avila, Nicolas Thome, Matthieu Cord, Eduardo Valle, Arnaldo de Albuquerque Araújo
BossaNova at ImageCLEF 2012 Flickr Photo Annotation Task. CLEF (Online Working Notes/Labs/Workshop) (2012)
Otávio Augusto Bizetto Penatti, Eduardo Valle, Ricardo da Silva Torres
Comparative study of global color and texture descriptors for web image retrieval. J. Vis. Commun. Image Represent. 23 (2) (2012)
Lucas Moutinho Bueno, Eduardo Valle, Ricardo da Silva Torres
Bayesian approach for near-duplicate image detection. ICMR (2012)
Antonio da Luz Jr., Eduardo Valle, Arnaldo de Albuquerque Araújo
A Context-aware Description for Content Filtering on Video Sharing Social Networks. ICME (2012)
Ana Paula Brandão Lopes, Elerson Rubens da Silva Santos, Eduardo Valle, Jussara M. Almeida, Arnaldo de Albuquerque Araújo
Transfer Learning for Human Action Recognition. SIBGRAPI (2011)
Lucas Moutinho Bueno, Eduardo Valle, Ricardo da Silva Torres
Bayesian approach for near-duplicate image detection CoRR (2011)
Antonio da Luz Jr., Eduardo Valle, Arnaldo de Albuquerque Araújo
Content-Based Spam Filtering on Video Sharing Social Networks CoRR (2011)
George Teodoro, Eduardo Valle, Nathan Mariano, Ricardo da Silva Torres, Wagner Meira Jr.
Adaptive parallel approximate similarity search for responsive multimedia retrieval. CIKM (2011)
Otávio Augusto Bizetto Penatti, Eduardo Valle, Ricardo da Silva Torres
Encoding Spatial Arrangement of Visual Words. CIARP (2011)
Eduardo Valle, Sandra Eliza Fontes de Avila, Antonio da Luz Jr., Fillipe Dias Moreira de Souza, Marcelo de Miranda Coelho, Arnaldo de Albuquerque Araújo
Content-Based Filtering for Video Sharing Social Networks CoRR (2011)
Marcelo de Miranda Coelho, Eduardo Valle, Cássio Santos Júnior, Arnaldo de Albuquerque Araújo
Subspace Clustering for Information Retrieval in Urban Scene Databases. SIBGRAPI (2011)
Fillipe Dias Moreira de Souza, Eduardo Valle, Guillermo Cámara Chávez, Arnaldo de Albuquerque Araújo
Color-Aware Local Spatiotemporal Features for Action Recognition. CIARP (2011)
Sandra Eliza Fontes de Avila, Nicolas Thome, Matthieu Cord, Eduardo Valle, Arnaldo de Albuquerque Araújo
BOSSA: Extended bow formalism for image classification. ICIP (2011)
Fillipe Dias Moreira de Souza, Eduardo Valle, Guillermo Cámara Chávez, Arnaldo de Albuquerque Araújo
Hue Histograms to Spatiotemporal Local Features for Action Recognition CoRR (2011)

Eduardo Valle.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Eduardo Valle