Content-Based Retrieval of Images for Cultural Institutions Using Local Descriptors. - Eduardo Valle; Matthieu Cord; Sylvie Philipp-Foliguet (GMAI, 2006)

Matching Local Descriptors for Image Identification on Cultural Databases. - Eduardo Valle; Matthieu Cord; Sylvie Philipp-Foliguet (ICDAR, 2007)

3-Way-Trees: A Similarity Search Method for High-Dimensional Descriptor Matching. - Eduardo Valle; Matthieu Cord; Sylvie Philipp-Foliguet (ICIP (1), 2007)

High-dimensional descriptor indexing for large multimedia databases. - Eduardo Valle; Matthieu Cord; Sylvie Philipp-Foliguet (CIKM, 2008)

Fast identification of visual documents using local descriptors. - Eduardo Valle; Matthieu Cord; Sylvie Philipp-Foliguet (ACM Symposium on Document Engineering, 2008)

Layout-aware limiarization for readability enhancement of degraded historical documents. - Flávio Bertholdo; Eduardo Valle; Arnaldo de Albuquerque Araújo (ACM Symposium on Document Engineering, 2009)

Geometric consistency checking for local-descriptor based document retrieval. - Eduardo Valle; David Picard; Matthieu Cord (ACM Symposium on Document Engineering, 2009)

Similarity Search and Indexing for High-Dimensional Data. - Eduardo Valle; Matthieu Cord (SBBD, 2009)

Advanced Techniques in CBIR: Local Descriptors, Visual Dictionaries and Bags of Features. - Eduardo Valle; Matthieu Cord (SIBGRAPI Tutorials, 2009)

MONORAIL: A Disk-Friendly Index for Huge Descriptor Databases. - Fernando Akune; Eduardo Valle; Ricardo da Silva Torres (ICPR, 2010)

Learning to rank for content-based image retrieval. - Fábio Augusto Faria; Adriano Veloso; Humberto Mossri de Almeida; Eduardo Valle; Ricardo da Silva Torres; Marcos André Gonçalves; Wagner Meira Jr. (Multimedia Information Retrieval, 2010)

Violence Detection in Video Using Spatio-Temporal Features. - Fillipe Dias Moreira de Souza; Guillermo Cámara Chávez; Eduardo Alves do Valle Jr.; Arnaldo de Albuquerque Araújo (SIBGRAPI, 2010)

Action Recognition in Videos: from Motion Capture Labs to the Web - Ana Paula Brandão Lopes; Eduardo Alves do Valle Jr.; Jussara Marques de Almeida; Arnaldo de Albuquerque Araújo (CoRR, 2010)

DAHC-tree: An Effective Index for Approximate Search in High-Dimensional Metric Spaces. - Jurandy Almeida; Eduardo Valle; Ricardo da Silva Torres; Neucimar Jerônimo Leite (J. Inf. Data Manag., 2010)

Indexing personal image collections: a flexible, scalable solution. - Eduardo Valle; Matthieu Cord; Sylvie Philipp-Foliguet; David Gorisse (IEEE Trans. Consumer Electron., 2010)

Encoding Spatial Arrangement of Visual Words. - Otávio Augusto Bizetto Penatti; Eduardo Valle; Ricardo da Silva Torres (CIARP, 2011)

Color-Aware Local Spatiotemporal Features for Action Recognition. - Fillipe Dias Moreira de Souza; Eduardo Valle; Guillermo Cámara Chávez; Arnaldo de Albuquerque Araújo (CIARP, 2011)

Adaptive parallel approximate similarity search for responsive multimedia retrieval. - George Teodoro; Eduardo Valle; Nathan Mariano; Ricardo da Silva Torres; Wagner Meira Jr. (CIKM, 2011)

BOSSA: Extended bow formalism for image classification. - Sandra Eliza Fontes de Avila; Nicolas Thome; Matthieu Cord; Eduardo Valle; Arnaldo de Albuquerque Araújo (ICIP, 2011)

Subspace Clustering for Information Retrieval in Urban Scene Databases. - Marcelo de Miranda Coelho; Eduardo Valle; Cássio Santos Júnior; Arnaldo de Albuquerque Araújo (SIBGRAPI, 2011)

Transfer Learning for Human Action Recognition. - Ana Paula Brandão Lopes; Elerson Rubens da Silva Santos; Eduardo Valle; Jussara M. Almeida; Arnaldo de Albuquerque Araújo (SIBGRAPI, 2011)

Content-Based Filtering for Video Sharing Social Networks - Eduardo Valle; Sandra Eliza Fontes de Avila; Antonio da Luz Jr.; Fillipe Dias Moreira de Souza; Marcelo de Miranda Coelho; Arnaldo de Albuquerque Araújo (CoRR, 2011)

Hue Histograms to Spatiotemporal Local Features for Action Recognition - Fillipe Dias Moreira de Souza; Eduardo Valle; Guillermo Cámara Chávez; Arnaldo de Albuquerque Araújo (CoRR, 2011)

Content-Based Spam Filtering on Video Sharing Social Networks - Antonio da Luz Jr.; Eduardo Valle; Arnaldo de Albuquerque Araújo (CoRR, 2011)

BossaNova at ImageCLEF 2012 Flickr Photo Annotation Task. - Sandra Eliza Fontes de Avila; Nicolas Thome; Matthieu Cord; Eduardo Valle; Arnaldo de Albuquerque Araújo (CLEF (Online Working Notes/Labs/Workshop), 2012)

A Context-aware Description for Content Filtering on Video Sharing Social Networks. - Antonio da Luz Jr.; Eduardo Valle; Arnaldo de Albuquerque Araújo (ICME, 2012)

Bayesian approach for near-duplicate image detection. - Lucas Moutinho Bueno; Eduardo Valle; Ricardo da Silva Torres (ICMR, 2012)

Are visual dictionaries generalizable? - Otávio Augusto Bizetto Penatti; Eduardo Valle; Ricardo da Silva Torres (CoRR, 2012)

Comparative study of global color and texture descriptors for web image retrieval. - Otávio Augusto Bizetto Penatti; Eduardo Valle; Ricardo da Silva Torres (J. Vis. Commun. Image Represent., 2012)

K-medoids LSH: a new locality sensitive hashing in general metric space. - Eliezer S. Silva; Eduardo Valle (SBBD (Short Papers), 2013)

Scalable Locality-Sensitive Hashing for Similarity Search in High-Dimensional, Large-Scale Multimedia Datasets. - Thiago S. F. X. Teixeira; George Teodoro; Eduardo Valle; Joel H. Saltz (CoRR, 2013)

Pooling in image representation: The visual codeword point of view. - Sandra Eliza Fontes de Avila; Nicolas Thome; Matthieu Cord; Eduardo Valle; Arnaldo de Albuquerque Araújo (Comput. Vis. Image Underst., 2013)

What happens to computer science research after it is published? Tracking CS research lines. - Jacques Wainer; Eduardo Valle (J. Assoc. Inf. Sci. Technol., 2013)

Assessing the Need for Referral in Automatic Diabetic Retinopathy Detection. - Ramon Pires; Herbert F. Jelinek; Jacques Wainer; Siome Goldenstein; Eduardo Valle; Anderson Rocha 001 (IEEE Trans. Biomed. Eng., 2013)

Automatic Diabetic Retinopathy detection using BossaNova representation. - Ramon Pires; Sandra Avila; Herbert F. Jelinek; Jacques Wainer; Eduardo Valle; Anderson Rocha 001 (EMBC, 2014)

RECOD at MediaEval 2014: Violent Scenes Detection Task. - Sandra Eliza Fontes de Avila; Daniel Moreira; Mauricio Perez; Daniel Moraes; Isabela Cota; Vanessa Testoni; Eduardo Valle; Siome Goldenstein; Anderson Rocha 001 (MediaEval, 2014)

Statistical Learning Approach for Robust Melanoma Screening. - Michel Fornaciali; Sandra Eliza Fontes de Avila; Micael Carvalho; Eduardo Valle (SIBGRAPI, 2014)

Large-Scale Distributed Locality-Sensitive Hashing for General Metric Data. - Eliezer S. Silva; Thiago S. F. X. Teixeira; George Teodoro; Eduardo Valle (SISAP, 2014)

The impact of visual attributes on online image diffusion. - Luam Catao Totti; Felipe Almeida Costa; Sandra Eliza Fontes de Avila; Eduardo Valle; Wagner Meira Jr.; Virgílio A. F. Almeida (WebSci, 2014)

Non-collaborative content detecting on video sharing social networks. - Antonio da Luz Jr.; Eduardo Valle; Arnaldo de Albuquerque Araújo (Multim. Tools Appl., 2014)

Visual word spatial arrangement for image retrieval and classification. - Otávio Augusto Bizetto Penatti; Fernanda B. Silva; Eduardo Valle; Valérie Gouet-Brunet; Ricardo da Silva Torres (Pattern Recognit., 2014)

Approximate similarity search for online multimedia services on distributed CPU-GPU platforms. - George Teodoro; Eduardo Valle; Nathan Mariano; Ricardo da Silva Torres; Wagner Meira Jr.; Joel H. Saltz (VLDB J., 2014)

RECOD at MediaEval 2015: Affective Impact of Movies Task. - Daniel Moreira; Sandra Eliza Fontes de Avila; Mauricio Perez; Daniel Moraes; Vanessa Testoni; Eduardo Valle; Siome Goldenstein; Anderson Rocha 001 (MediaEval, 2015)

Semantic Diversity versus Visual Diversity in Visual Dictionaries. - Otávio Augusto Bizetto Penatti; Sandra Eliza Fontes de Avila; Eduardo Valle; Ricardo da Silva Torres (CoRR, 2015)

Deep Neural Networks Under Stress. - Micael Carvalho; Matthieu Cord; Sandra Eliza Fontes de Avila; Nicolas Thome; Eduardo Valle (ICIP, 2016)

Exploring the space of adversarial images. - Pedro Tabacof; Eduardo Valle (IJCNN, 2016)

Towards Automated Melanoma Screening: Proper Computer Vision & Reliable Results. - Michel Fornaciali; Micael Carvalho; Flávia Vasques Bittencourt; Sandra Eliza Fontes de Avila; Eduardo Valle (CoRR, 2016)

Towards Automated Melanoma Screening: Exploring Transfer Learning Schemes. - Afonso Menegola; Michel Fornaciali; Ramon Pires; Sandra Eliza Fontes de Avila; Eduardo Valle (CoRR, 2016)

Known Unknowns: Uncertainty Quality in Bayesian Neural Networks. - Ramon Oliveira; Pedro Tabacof; Eduardo Valle (CoRR, 2016)

Adversarial Images for Variational Autoencoders. - Pedro Tabacof; Julia Tavares; Eduardo Valle (CoRR, 2016)

Transfer Learning Using Convolutional Neural Networks for Face Anti-spoofing. - Oeslle Lucena; Amadeu Junior; Vitor Moia; Roberto Souza 001; Eduardo Valle; Roberto A. Lotufo (ICIAR, 2017)

Knowledge transfer for melanoma screening with deep learning. - Afonso Menegola; Michel Fornaciali; Ramon Pires; Flávia Vasques Bittencourt; Sandra Avila; Eduardo Valle (ISBI, 2017)

Temporal Robust Features for Violence Detection. - Daniel Moreira; Sandra Eliza Fontes de Avila; Mauricio Perez; Daniel Moraes; Vanessa Testoni; Eduardo Valle; Siome Goldenstein; Anderson Rocha 001 (WACV, 2017)

RECOD Titans at ISIC Challenge 2017. - Afonso Menegola; Julia Tavares; Michel Fornaciali; Lin Tzy Li; Sandra Eliza Fontes de Avila; Eduardo Valle (CoRR, 2017)

Data, Depth, and Design: Learning Reliable Models for Melanoma Screening. - Eduardo Valle; Michel Fornaciali; Afonso Menegola; Julia Tavares; Flávia Vasques Bittencourt; Lin Tzy Li; Sandra Avila (CoRR, 2017)

Video pornography detection through deep learning techniques and motion information. - Mauricio Perez; Sandra Eliza Fontes de Avila; Daniel Moreira; Daniel Moraes; Vanessa Testoni; Eduardo Valle; Siome Goldenstein; Anderson Rocha 001 (Neurocomputing, 2017)

Where is my puppy? Retrieving lost dogs by facial features. - Thierry Pinheiro Moreira; Mauricio Lisboa Perez; Rafael de Oliveira Werneck; Eduardo Valle (Multim. Tools Appl., 2017)

Beyond Lesion-Based Diabetic Retinopathy: A Direct Approach for Referral. - Ramon Pires; Sandra Eliza Fontes de Avila; Herbert F. Jelinek; Jacques Wainer; Eduardo Valle; Anderson Rocha 001 (IEEE J. Biomed. Health Informatics, 2017)

Skin Lesion Synthesis with Generative Adversarial Networks. - Alceu Bissoto; Fábio Perez; Eduardo Valle; Sandra Avila (OR 2.0/CARE/CLIP/ISIC@MICCAI, 2018)

Data Augmentation for Skin Lesion Analysis. - Fábio Perez; Cristina Vasconcelos; Sandra Avila; Eduardo Valle (OR 2.0/CARE/CLIP/ISIC@MICCAI, 2018)

Adversarial Attacks on Variational Autoencoders. - George Gondim-Ribeiro; Pedro Tabacof; Eduardo Valle (CoRR, 2018)

Deep-Learning Ensembles for Skin-Lesion Segmentation, Analysis, Classification: RECOD Titans at ISIC Challenge 2018. - Alceu Bissoto; Fábio Perez; Vinícius Ribeiro; Michel Fornaciali; Sandra Avila; Eduardo Valle (CoRR, 2018)

(De)Constructing Bias on Skin Lesion Datasets. - Alceu Bissoto; Michel Fornaciali; Eduardo Valle; Sandra Avila (CVPR Workshops, 2019)

Solo or Ensemble? Choosing a CNN Architecture for Melanoma Classification. - Fábio Perez; Sandra Avila; Eduardo Valle (CVPR Workshops, 2019)

A data-driven approach to referable diabetic retinopathy detection. - Ramon Pires; Sandra Avila; Jacques Wainer; Eduardo Valle; Michael D. Abràmoff; Anderson Rocha 001 (Artif. Intell. Medicine, 2019)

Handling Inter-Annotator Agreement for Automated Skin Lesion Segmentation. - Vinícius Ribeiro; Sandra Avila; Eduardo Valle (CoRR, 2019)

The Six Fronts of the Generative Adversarial Networks. - Alceu Bissoto; Eduardo Valle; Sandra Avila (CoRR, 2019)

Compressing Representations for Embedded Deep Learning. - Juliano S. Assine; Alan Godoy; Eduardo Valle (CoRR, 2019)

Multimodal data fusion for sensitive scene localization. - Daniel Moreira; Sandra Avila; Mauricio Perez; Daniel Moraes; Vanessa Testoni; Eduardo Valle; Siome Goldenstein; Anderson Rocha 001 (Inf. Fusion, 2019)

Debiasing Skin Lesion Datasets and Models? Not So Fast. - Alceu Bissoto; Eduardo Valle; Sandra Avila (CVPR Workshops, 2020)

Less is More: Sample Selection and Label Conditioning Improve Skin Lesion Segmentation. - Vinícius Ribeiro; Sandra Avila; Eduardo Valle (CVPR Workshops, 2020)

PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning. - Arthur Douillard; Matthieu Cord; Charles Ollion; Thomas Robert 001; Eduardo Valle (ECCV (20), 2020)

Paperclickers: Affordable solution for classroom response systems. - Eduardo Oliveira 004; Jomara Bindá; Eduardo Valle; Renato Rocha Lopes (Comput. Appl. Eng. Educ., 2020)

Small-Task Incremental Learning. - Arthur Douillard; Matthieu Cord; Charles Ollion; Thomas Robert 001; Eduardo Valle (CoRR, 2020)

Data, depth, and design: Learning reliable models for skin lesion analysis. - Eduardo Valle; Michel Fornaciali; Afonso Menegola; Julia Tavares; Flávia Vasques Bittencourt; Lin Tzy Li; Sandra Avila (Neurocomputing, 2020)

GAN-Based Data Augmentation and Anonymization for Skin-Lesion Analysis: A Critical Review. - Alceu Bissoto; Eduardo Valle; Sandra Avila (CVPR Workshops, 2021)

Insights From the Future for Continual Learning. - Arthur Douillard; Eduardo Valle; Charles Ollion; Thomas Robert 001; Matthieu Cord (CVPR Workshops, 2021)

Single-Training Collaborative Object Detectors Adaptive to Bandwidth and Computation. - Juliano S. Assine; José Cândido Silveira Santos Filho; Eduardo Valle (CoRR, 2021)

Artifact-Based Domain Generalization of Skin Lesion Models. - Alceu Bissoto; Catarina Barata; Eduardo Valle; Sandra Avila (ECCV Workshops (4), 2022)

An Evaluation of Self-supervised Pre-training for Skin-Lesion Analysis. - Levy G. Chaves; Alceu Bissoto; Eduardo Valle; Sandra Avila (ECCV Workshops (4), 2022)

Collaborative Object Detectors Adaptive to Bandwidth and Computation. - Juliano S. Assine; José Cândido Silveira Santos Filho; Eduardo Valle (ICASSP, 2022)

DiffHPE: Robust, Coherent 3D Human Pose Lifting with Diffusion. - Cédric Rommel; Eduardo Valle; Mickaël Chen; Souhaiel Khalfaoui; Renaud Marlet; Matthieu Cord; Patrick Pérez (ICCV (Workshops), 2023)

Adversarial Feature Hallucination in a Supervised Contrastive Space for Few-Shot Learning of Provenance in Paintings. - Lucas David 001; Luis Liborio; Guilherme Paiva; Marianna Severo; Eduardo Valle; Hélio Pedrini; Zanoni Dias (LA-CCI, 2023)

Test-Time Selection for Robust Skin Lesion Analysis. - Alceu Bissoto; Catarina Barata; Eduardo Valle; Sandra Avila (ISIC/Care-AI/MedAGI/DeCaF@MICCAI, 2023)

The Performance of Transferability Metrics Does Not Translate to Medical Tasks. - Levy G. Chaves; Alceu Bissoto; Eduardo Valle; Sandra Avila (DART@MICCAI, 2023)

Slimmable Encoders for Flexible Split DNNs in Bandwidth and Resource Constrained IoT Systems. - Juliano S. Assine; José Cândido Silveira Santos Filho; Eduardo Valle; Marco Levorato (WoWMoM, 2023)

A survey on deep learning for skin lesion segmentation. - Zahra Mirikharaji; Kumar Abhishek 001; Alceu Bissoto; Catarina Barata; Sandra Avila; Eduardo Valle; M. Emre Celebi 001; Ghassan Hamarneh (Medical Image Anal., 2023)

PAFUSE: Part-Based Diffusion for 3D Whole-Body Pose Estimation. - Nermin Samet; Cédric Rommel; David Picard; Eduardo Valle (ECCV Workshops (13), 2024)

The BRAVO Semantic Segmentation Challenge Results in UNCV2024. - Tuan-Hung Vu; Eduardo Valle; Andrei Bursuc; Tommie Kerssies; Daan de Geus; Gijs Dubbelman; Long Qian; Bingke Zhu; Yingying Chen 003; Ming Tang 001; Jinqiao Wang; Tomás Vojír; et al. (ECCV Workshops (17), 2024)

Valeo4Cast: A Modular Approach to End-to-End Forecasting. - 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; et al. (ECCV Workshops (7), 2024)

ManiPose: Manifold-Constrained Multi-Hypothesis 3D Human Pose Estimation. - Cédric Rommel; Victor Letzelter; Nermin Samet; Renaud Marlet; Matthieu Cord; Patrick Pérez; Eduardo Valle (NeurIPS, 2024)

Back to the Basics on Predicting Transfer Performance. - Levy G. Chaves; Eduardo Valle; Alceu Bissoto; Sandra Avila (CoRR, 2024)

GIFT: A Framework for Global Interpretable Faithful Textual Explanations of Vision Classifiers. - Éloi Zablocki; Valentin Gerard; Amaia Cardiel; Éric Gaussier; Matthieu Cord; Eduardo Valle (CoRR, 2024)

Even small correlation and diversity shifts pose dataset-bias issues. - Alceu Bissoto; Catarina Barata; Eduardo Valle; Sandra Avila (Pattern Recognit. Lett., 2024)

Halton Scheduler for Masked Generative Image Transformer. - Victor Besnier; Mickaël Chen; David Hurych; Eduardo Valle; Matthieu Cord (ICLR, 2025)

VaViM and VaVAM: Autonomous Driving through Video Generative Modeling. - Florent Bartoccioni; Elias Ramzi; Victor Besnier; Shashanka Venkataramanan; Tuan-Hung Vu; Yihong Xu; Loïck Chambon; Spyros Gidaris; Serkan Odabas; David Hurych; Renaud Marlet; Alexandre Boulch; et al. (CoRR, 2025)