Alessandro Lameiras Koerich

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 51

Top Topics

Expression Recognition

Top Venues

IEEE Trans. Inf. Forensics Secur.

Publications

Soufiane Belharbi, Marco Pedersoli, Alessandro Lameiras Koerich, Simon Bacon, Eric Granger
Guided Interpretable Facial Expression Recognition via Spatial Action Unit Cues. CoRR (2024)
Muhammad Osama Zeeshan, Muhammad Haseeb Aslam, Soufiane Belharbi, Alessandro Lameiras Koerich, Marco Pedersoli, Simon Bacon, Eric Granger
Subject-Based Domain Adaptation for Facial Expression Recognition. FG (2024)
Soufiane Belharbi, Marco Pedersoli, Alessandro Lameiras Koerich, Simon Bacon, Eric Granger
Guided Interpretable Facial Expression Recognition via Spatial Action Unit Cues. FG (2024)
Cristiano Mesquita Garcia, Alessandro Lameiras Koerich, Alceu de Souza Britto Jr., Jean Paul Barddal
Methods for Generating Drift in Text Streams. CoRR (2024)
Muhammad Haseeb Aslam, Muhammad Osama Zeeshan, Soufiane Belharbi, Marco Pedersoli, Alessandro Lameiras Koerich, Simon Bacon, Eric Granger
Distilling Privileged Multimodal Information for Expression Recognition using Optimal Transport. FG (2024)
Cristiano Mesquita Garcia, Alessandro Lameiras Koerich, Alceu de Souza Britto Jr., Jean Paul Barddal
Improving Sampling Methods for Fine-tuning SentenceBERT in Text Streams. CoRR (2024)
Luciana Trinkaus Menon, Luiz Carlos Ribeiro Neduziak, Jean Paul Barddal, Alessandro Lameiras Koerich, Alceu de Souza Britto Jr
Dynamic Modality and View Selection for Multimodal Emotion Recognition with Missing Modalities. CoRR (2024)
Israel A. Laurensi R., Alceu de Souza Britto Jr., Jean Paul Barddal, Alessandro Lameiras Koerich
Alleviating Catastrophic Forgetting in Facial Expression Recognition with Emotion-Centered Models. CoRR (2024)
Paul Waligora, Osama Zeeshan, Haseeb Aslam, Soufiane Belharbi, Alessandro Lameiras Koerich, Marco Pedersoli, Simon Bacon, Eric Granger
Joint Multimodal Transformer for Dimensional Emotional Recognition in the Wild. CoRR (2024)
Nicolas Richet, Soufiane Belharbi, Haseeb Aslam, Meike Emilie Schadt, Manuela González-González, Gustave Cortal, Alessandro Lameiras Koerich, Marco Pedersoli, Alain Finkel, Simon Bacon, Eric Granger
Textualized and Feature-based Models for Compound Multimodal Emotion Recognition in the Wild. CoRR (2024)
Jonathan de Matos, Luiz Eduardo Soares de Oliveira, Alceu de Souza Britto Junior, Alessandro Lameiras Koerich
Large-margin representation learning for texture classification. Pattern Recognit. Lett. 170 (2023)
Steve Tsham Mpinda Ataky, Alessandro Lameiras Koerich
Multiresolution texture analysis of histopathologic images using ecological diversity measures. Expert Syst. Appl. 224 (2023)
Cristiano Mesquita Garcia, Ramon Simoes Abilio, Alessandro Lameiras Koerich, Alceu de Souza Britto Jr., Jean Paul Barddal
Concept Drift Adaptation in Text Stream Mining Settings: A Comprehensive Review. CoRR (2023)
Bernardo Bentes Gatto, Juan Gabriel Colonna, Eulanda Miranda dos Santos, Alessandro Lameiras Koerich, Kazuhiro Fukui
Discriminative Singular Spectrum Classifier with applications on bioacoustic signal recognition. Digit. Signal Process. 133 (2023)
Jonathan de Matos, Luiz Eduardo Soares de Oliveira, Alceu de Souza Britto Junior, Alessandro Lameiras Koerich
Large-Margin Representation Learning for Texture Classification. CoRR (2022)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
From Environmental Sound Representation to Robustness of 2D CNN Models Against Adversarial Attacks. CoRR (2022)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
Multidiscriminator Sobolev Defense-GAN Against Adversarial Attacks for End-to-End Speech Systems. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Guillaume Baril, Patrick Cardinal, Alessandro Lameiras Koerich
Named Entity Recognition for Audio De-Identification. CoRR (2022)
Guillaume Baril, Patrick Cardinal, Alessandro Lameiras Koerich
Named Entity Recognition for Audio De-Identification. IJCNN (2022)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
Towards Robust Speech-to-Text Adversarial Attack. ICASSP (2022)
Steve Tsham Mpinda Ataky, Alessandro Lameiras Koerich
Texture Characterization of Histopathologic Images Using Ecological Diversity Measures and Discrete Wavelet Transform. CoRR (2022)
Steve Tsham Mpinda Ataky, Alessandro Lameiras Koerich
A novel bio-inspired texture descriptor based on biodiversity and taxonomic measures. Pattern Recognit. 123 (2022)
Safaa Allamy, Alessandro Lameiras Koerich
1D CNN Architectures for Music Genre Classification. CoRR (2021)
Safaa Allamy, Alessandro Lameiras Koerich
1D CNN Architectures for Music Genre Classification. SSCI (2021)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
Class-Conditional Defense GAN Against End-To-End Speech Attacks. ICASSP (2021)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
Cyclic Defense GAN Against Speech Adversarial Attacks. CoRR (2021)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
Towards Robust Speech-to-Text Adversarial Attack. CoRR (2021)
Jonathan de Matos, Steve Tsham Mpinda Ataky, Alceu de Souza Britto Jr., Luiz Eduardo Soares de Oliveira, Alessandro Lameiras Koerich
Machine Learning Methods for Histopathological Image Analysis: A Review. CoRR (2021)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
Cyclic Defense GAN Against Speech Adversarial Attacks. IEEE Signal Process. Lett. 28 (2021)
Steve Tsham Mpinda Ataky, Alessandro Lameiras Koerich
A Novel Bio-Inspired Texture Descriptor based on Biodiversity and Taxonomic Measures. CoRR (2021)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
Multi-Discriminator Sobolev Defense-GAN Against Adversarial Attacks for End-to-End Speech Systems. CoRR (2021)
Mohammad Esmaeilpour, Raymel Alfonso Sallo, Olivier St-Georges, Patrick Cardinal, Alessandro Lameiras Koerich
Conditioning Trick for Training Stable GANs. CoRR (2020)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
Unsupervised feature learning for environmental sound classification using Weighted Cycle-Consistent Generative Adversarial Network. Appl. Soft Comput. 86 (2020)
Thomas Teixeira, Eric Granger, Alessandro Lameiras Koerich
Continuous Emotion Recognition with Spatiotemporal Convolutional Neural Networks. CoRR (2020)
Mohammad Esmaeilpour, Raymel Alfonso Sallo, Olivier St-Georges, Patrick Cardinal, Alessandro Lameiras Koerich
Improving Stability of LS-GANs for Audio and Speech Signals. CoRR (2020)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
From Sound Representation to Model Robustness. CoRR (2020)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
Class-Conditional Defense GAN Against End-to-End Speech Attacks. CoRR (2020)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
Detection of Adversarial Attacks and Characterization of Adversarial Subspace. ICASSP (2020)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
A Robust Approach for Securing Audio Classification Against Adversarial Attacks. IEEE Trans. Inf. Forensics Secur. 15 (2020)
Alexandre Reeberg de Mello, Marcelo Ricardo Stemmer, Alessandro Lameiras Koerich
Incremental and Decremental Fuzzy Bounded Twin Support Vector Machine. CoRR (2019)
Mohammed Senoussaoui, Patrick Cardinal, Alessandro Lameiras Koerich
Bag-of-Audio-Words based on Autoencoder Codebook for Continuous Emotion Prediction. CoRR (2019)
Daniel Vriesman, Alceu S. Britto Jr., Alessandro Zimmer, Alessandro Lameiras Koerich
Texture CNN for Thermoelectric Metal Pipe Image Classification. ICTAI (2019)
Sajjad Abdoli, Patrick Cardinal, Alessandro Lameiras Koerich
End-to-end environmental sound classification using a 1D convolutional neural network. Expert Syst. Appl. 136 (2019)
Jonathan de Matos, Alceu de Souza Britto Jr., Luiz Eduardo Soares de Oliveira, Alessandro Lameiras Koerich
Texture CNN for Histopathological Image Classification. CBMS (2019)
Kelly Lais Wiggers, Alceu de Souza Britto Junior, Alessandro Lameiras Koerich, Laurent Heutte, Luiz Eduardo Soares de Oliveira
Deep Learning Approaches for Image Retrieval and Pattern Spotting in Ancient Documents. CoRR (2019)
Mohammed Senoussaoui, Patrick Cardinal, Najim Dehak, Alessandro Lameiras Koerich
Speaker Sincerity Detection based on Covariance Feature Vectors and Ensemble Methods. CoRR (2019)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
A Robust Approach for Securing Audio Classification Against Adversarial Attacks. CoRR (2019)
Alexandre Reeberg de Mello, Jonathan de Matos, Marcelo Ricardo Stemmer, Alceu de Souza Britto Jr., Alessandro Lameiras Koerich
A Novel Orthogonal Direction Mesh Adaptive Direct Search Approach for SVM Hyperparameter Tuning. CoRR (2019)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
Detection of Adversarial Attacks and Characterization of Adversarial Subspace. CoRR (2019)
Sajjad Abdoli, Patrick Cardinal, Alessandro Lameiras Koerich
End-to-End Environmental Sound Classification using a 1D Convolutional Neural Network. CoRR (2019)
Patrick Cardinal, Najim Dehak, Alessandro Lameiras Koerich, Jahangir Alam, Patrice Boucher
ETS System for AV+EC 2015 Challenge. AVEC@ACM Multimedia (2015)
Paulo Ricardo Lisboa de Almeida, Eunelson Jose da Silva Junior, Tatiana Montes Celinski, Alceu de Souza Britto Jr., Luis Eduardo Soares de Oliveira, Alessandro Lameiras Koerich
Music genre classification using dynamic selection of ensemble of classifiers. SMC (2012)
Marcelo Teider Lopes, Carlos Nascimento Silla Jr., Alessandro Lameiras Koerich, Celso Antonio Alves Kaestner
Feature set comparison for automatic bird species identification. SMC (2011)
Alessandro Lameiras Koerich, Cleverson Poitevin
Combination of homogeneous classifiers for musical genre classification. SMC (2005)