Ricardo Gamelas Sousa

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 13

Top Topics

Robust Classification

Conversational Agent

Automatic Detection

Top Venues

Publications

Diogo Tavares, Pedro Azevedo, David Semedo, Ricardo Gamelas Sousa, João Magalhães
Task Conditioned BERT for Joint Intent Detection and Slot-Filling. EPIA (1) (2023)
Eduardo Castro, Pedro M. Ferreira, Ana Rebelo, Isabel Rio-Torto, Leonardo Capozzi, Mafalda Falcão Ferreira, Tiago Gonçalves, Tomé Albuquerque, Wilson Silva, Carolina Afonso, Ricardo Gamelas Sousa, Claudio Cimarelli, Nadia Daoudi, Gabriel Moreira, Hsiu-yu Yang, Ingrid Hrga, Javed Ahmad, Monish Keswani, Sofia C. Beco
Fill in the blank for fashion complementary outfit product Retrieval: VISUM summer school competition. Mach. Vis. Appl. 34 (1) (2023)
Diogo Tavares, Pedro Azevedo, David Semedo, Ricardo Gamelas Sousa, João Magalhães
Task Conditioned BERT for Joint Intent Detection and Slot-filling. CoRR (2023)
Ricardo Gamelas Sousa, Pedro Miguel Ferreira, Pedro Moreira Costa, Pedro Azevedo, Joao Paulo Costeira, Carlos Santiago, João Magalhães, David Semedo, Rafael Ferreira, Alexander I. Rudnicky, Alexander G. Hauptmann
iFetch: Multimodal Conversational Agents for the Online Fashion Marketplace. MuCAI @ ACM Multimedia (2021)
João Magalhães, Alexander G. Hauptmann, Ricardo Gamelas Sousa, Carlos Santiago
MuCAI'21: 2nd ACM Multimedia Workshop on Multimodal Conversational AI. ACM Multimedia (2021)
Alex Hauptmann, João Magalhães, Ricardo Gamelas Sousa, João Paulo Costeira
MuCAI'20: 1st International Workshop on Multimodal Conversational AI. ACM Multimedia (2020)
Beatriz Quintino Ferreira, João Paulo Costeira, Ricardo Gamelas Sousa, Liang-Yan Gui, João Pedro Gomes
Pose Guided Attention for Multi-Label Fashion Image Classification. ICCV Workshops (2019)
Beatriz Quintino Ferreira, João Paulo Costeira, Ricardo Gamelas Sousa, Liang-Yan Gui, João Pedro Gomes
Pose Guided Attention for Multi-label Fashion Image Classification. CoRR (2019)
Beatriz Quintino Ferreira, Luís Baía, João Faria, Ricardo Gamelas Sousa
A Unified Model with Structured Output for Fashion Images Classification. CoRR (2018)
José Marcelino, João Faria, Luís Baía, Ricardo Gamelas Sousa
A Hierarchical Deep Learning Natural Language Parser for Fashion. CoRR (2018)
Ricardo Gamelas Sousa, Jorge M. Santos, Luís M. Silva, Luís A. Alexandre, Tiago Esteves, Sara Rocha, Paulo Monjardino, Joaquim Marques de Sá, Francisco Figueiredo, Pedro Quelhas
Stacked Denoising Autoencoders and Transfer Learning for Immunogold Particles Detection and Recognition. CoRR (2017)
Ricardo Gamelas Sousa, Luís A. Alexandre, Jorge M. Santos, Luís M. Silva, Joaquim Marques de Sá
Distribution-Based Categorization of Classifier Transfer Learning. CoRR (2017)
Sofia Fernandes, Ricardo Gamelas Sousa, Renato Socodato, Luís M. Silva
Stacked denoising autoencoders for the automatic recognition of microglial cells' state. ESANN (2016)
Ricardo Gamelas Sousa, Ajalmar R. da Rocha Neto, Jaime S. Cardoso, Guilherme A. Barreto
Robust classification with reject option using the self-organizing map. Neural Comput. Appl. 26 (7) (2015)
Ricardo Gamelas Sousa, Tiago Esteves, Sara Rocha, Francisco Figueiredo, Joaquim Marques de Sá, Luís A. Alexandre, Jorge M. Santos, Luís M. Silva
Transfer Learning for the Recognition of Immunogold Particles in TEM Imaging. IWANN (1) (2015)
Ricardo Gamelas Sousa, Tiago Esteves, Sara Rocha, Francisco Figueiredo, Pedro Quelhas, Luís M. Silva
Automatic Detection of Immunogold Particles from Electron Microscopy Images. ICIAR (2015)
Chetak Kandaswamy, Luís M. Silva, Luís A. Alexandre, Ricardo Gamelas Sousa, Jorge M. Santos, Joaquim Marques de Sá
Improving transfer learning accuracy by reusing Stacked Denoising Autoencoders. SMC (2014)
Ricardo Gamelas Sousa, Ajalmar R. da Rocha Neto, Jaime S. Cardoso, Guilherme De A. Barreto
Classification with Reject Option Using the Self-Organizing Map. ICANN (2014)
Ricardo Gamelas Sousa, Daniel C. Moura, Mário Dinis-Ribeiro, Miguel T. Coimbra
Local self similar descriptors: Comparison and application to gastroenterology images. EMBC (2014)
Ricardo Gamelas Sousa, Ajalmar R. da Rocha Neto, Guilherme A. Barreto, Jaime S. Cardoso, Miguel T. Coimbra
reject option paradigm for the reduction of support vectors. ESANN (2014)
Filipe Magalhães, Ricardo Gamelas Sousa, Francisco M. Araújo, Miguel V. Correia
Compressive Sensing Based Face Detection without Explicit Image Reconstruction Using Support Vector Machines. ICIAR (2013)
Ricardo Gamelas Sousa, Jaime S. Cardoso
The data replication method for the classification with reject option. AI Commun. 26 (3) (2013)
Ricardo Gamelas Sousa, Mário Dinis-Ribeiro, Pedro Pimentel-Nunes, Miguel Tavares Coimbra
Impact of SVM multiclass decomposition rules for recognition of cancer in gastroenterology images. CBMS (2013)
Jaime S. Cardoso, Ricardo Gamelas Sousa, Inês Domingues
Ordinal Data Classification Using Kernel Discriminant Analysis: A Comparison of Three Approaches. ICMLA (1) (2012)
Ana Rebelo, Jakub Tkaczuk, Ricardo Gamelas Sousa, Jaime S. Cardoso
Metric Learning for Music Symbol Recognition. ICMLA (2) (2011)
Ricardo Gamelas Sousa, Jaime S. Cardoso
Ensemble of decision trees with global constraints for ordinal classification. ISDA (2011)
Ajalmar R. da Rocha Neto, Ricardo Gamelas Sousa, Guilherme De A. Barreto, Jaime S. Cardoso
Diagnostic of Pathology on the Vertebral Column with Embedded Reject Option. IbPRIA (2011)
Ricardo Gamelas Sousa, Hélder P. Oliveira, Jaime S. Cardoso
Feature Selection with Complexity Measure in a Quadratic Programming Setting. IbPRIA (2011)
Jaime S. Cardoso, Ricardo Gamelas Sousa
Measuring the Performance of Ordinal Classification. Int. J. Pattern Recognit. Artif. Intell. 25 (8) (2011)
Ricardo Gamelas Sousa, Jaime S. Cardoso
The Data Replication Method for the Classification with Reject Option CoRR (2010)
Joaquim F. Pinto da Costa, Ricardo Gamelas Sousa, Jaime S. Cardoso
An All-at-once Unimodal SVM Approach for Ordinal Classification. ICMLA (2010)
Jaime S. Cardoso, Ricardo Gamelas Sousa
Classification Models with Global Constraints for Ordinal Data. ICMLA (2010)
Ricardo Gamelas Sousa, Beatriz Mora, Jaime S. Cardoso
An Ordinal Data Method for the Classification with Reject Option. ICMLA (2009)
Jaime S. Cardoso, Ricardo Gamelas Sousa, Luís Filipe Teixeira, Maria João Cardoso
Breast Contour Detection with Stable Paths. BIOSTEC (Selected Papers) (2008)
Ricardo Gamelas Sousa, Jaime S. Cardoso, Joaquim F. Pinto da Costa, Maria João Cardoso
Breast contour detection with shape priors. ICIP (2008)