Ricardo Gamelas Sousa

37 papers A* 2B 5C 5Misc 2Journal 11Unranked 10

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