Separation of Nonlinear Image Mixtures by Denoising Source Separation. - Mariana S. C. Almeida; Harri Valpola; Jaakko Särelä (ICA, 2006)

Blind deblurring of natural images. - Mariana S. C. Almeida; Luís B. Almeida (ICASSP, 2008)

Wavelet-based separation of nonlinear show-through and bleed-through image mixtures. - Mariana S. C. Almeida; Luís B. Almeida (Neurocomputing, 2008)

Blind deblurring of foreground-background images. - Mariana S. C. Almeida; Luís B. Almeida (ICIP, 2009)

Blind and Semi-Blind Deblurring of Natural Images. - Mariana S. C. Almeida; Luís B. Almeida (IEEE Trans. Image Process., 2010)

Nonlinear separation of show-through image mixtures using a physical model trained with ICA. - Mariana S. C. Almeida; Luís B. Almeida (Signal Process., 2012)

Frame-based image deblurring with unknown boundary conditions using the alternating direction method of multipliers. - Mariana S. C. Almeida; Mário A. T. Figueiredo (ICIP, 2013)

Blind image deblurring with unknown boundaries using the alternating direction method of multipliers. - Mariana S. C. Almeida; Mário A. T. Figueiredo (ICIP, 2013)

Parameter Estimation for Blind and Non-Blind Deblurring Using Residual Whiteness Measures. - Mariana S. C. Almeida; Mário A. T. Figueiredo (IEEE Trans. Image Process., 2013)

Deconvolving Images With Unknown Boundaries Using the Alternating Direction Method of Multipliers. - Mariana S. C. Almeida; Mário A. T. Figueiredo (IEEE Trans. Image Process., 2013)

A Joint Model for Quotation Attribution and Coreference Resolution. - Mariana S. C. Almeida; Miguel B. Almeida; André F. T. Martins (EACL, 2014)

Priberam Compressive Summarization Corpus: A New Multi-Document Summarization Corpus for European Portuguese. - Miguel B. Almeida; Mariana S. C. Almeida; André F. T. Martins; Helena Figueira; Pedro Mendes 004; Cláudia Pinto (LREC, 2014)

Priberam: A Turbo Semantic Parser with Second Order Features. - André F. T. Martins; Mariana S. C. Almeida (SemEval@COLING, 2014)

Aligning Opinions: Cross-Lingual Opinion Mining with Dependencies. - Mariana S. C. Almeida; Cláudia Pinto; Helena Figueira; Pedro Mendes 004; André F. T. Martins (ACL (1), 2015)

Single-frame Image Denoising and Inpainting Using Gaussian Mixtures. - Afonso M. Teodoro; Mariana S. C. Almeida; Mário A. T. Figueiredo (ICPRAM (2), 2015)

Lisbon: Evaluating TurboSemanticParser on Multiple Languages and Out-of-Domain Data. - Mariana S. C. Almeida; André F. T. Martins (SemEval@NAACL-HLT, 2015)

Jointly Learning to Embed and Predict with Multiple Languages. - Daniel C. Ferreira; André F. T. Martins; Mariana S. C. Almeida (ACL (1), 2016)

SUMMA at TAC Knowledge Base Population Task 2016. - Peteris Paikens; Guntis Barzdins; Afonso Mendes; Daniel C. Ferreira; Samuel Broscheit; Mariana S. C. Almeida; Sebastião Miranda; David Nogueira; Pedro Balage; André F. T. Martins (TAC, 2016)

The SUMMA Platform Prototype. - Renars Liepins; Ulrich Germann; Guntis Barzdins; Alexandra Birch; Steve Renals; Susanne Weber; Peggy van der Kreeft; Hervé Bourlard; João Prieto; Ondrej Klejch; Peter Bell 001; Alexandros Lazaridis; et al. (EACL (Software Demonstrations), 2017)

SUMMA at TAC Knowledge Base Population Task 2017. - Afonso Mendes; David Nogueira; Samuel Broscheit; Filipe Aleixo; Pedro Balage; Rui Martins; Sebastião Miranda; Mariana S. C. Almeida (TAC, 2017)

Interleaved Sequence RNNs for Fraud Detection. - Bernardo Branco; Pedro Abreu; Ana Sofia Gomes; Mariana S. C. Almeida; João Tiago Ascensão; Pedro Bizarro (KDD, 2020)

Multilingual Email Zoning. - Bruno Jardim; Ricardo Rei; Mariana S. C. Almeida (EACL (Student Research Workshop), 2021)