DEEP LEARNING, COMPUTER VISION, MACHINE LEARNING, BIOMETRICS, STATISTICAL LEARNING, MACHINE TRANSLATION

Publicaciones seleccionadas:

  • Local deep neural networks for gender recognition. J Mansanet, A Albiol, R Paredes – Pattern Recognition Letters, 2016
  • Mask selective regularization for restricted Boltzmann machines. J Mansanet, A Albiol, R Paredes, A Albiol. Neurocomputing 165, 375-383
  • Restricted Boltzmann Machines for Gender Classification. J Mansanet, A Albiol, R Paredes, M Villegas, A Albiol. International Conference Image Analysis and Recognition, 274-281
  • Adversarial Ladder Networks. JM Molano, A Colomer, R Paredes. https://arxiv.org/abs/1611.02320
  • Neural Networks Classifier for Data Selection in Statistical Machine Translation. Á Peris, M Chinea-Rios, F Casacuberta. arXiv preprint arXiv:1612.05555
  • Egocentric Video Description based on Temporally-Linked Sequences. M Bolaños, Á Peris, F Casacuberta, S Soler, P Radeva.arXiv preprint arXiv:1704.02163
  • VIBIKNet: Visual Bidirectional Kernelized Network for the VQA Challenge. MA Bolaños, Á Peris, F Casacuberta, P Radeva.VQA Challenge Workshop at CVPR
  • Structure detection and segmentation of documents using 2D stochastic context-free grammars. Francisco Alvaro, Francisco Cruz, Joan-Andreu Sánchez, Oriol Ramos-Terrades, José-Miguel Benedí. .Neurocomputing, 2015. Vol. 150, Part A pp. 147-154.
  • Query Refinement Suggestion in Multimodal Interactive Image Retrieval. Luis A. Leiva, Mauricio Villegas, Roberto Paredes..Proceedings of the 13th International Conference on Multimodal Interaction (ICMI), 2011. pp. 311-314.
  • A Relevant Image Search Engine with Late Fusion: Mixing the Roles of Textual and Visual Descriptors. Franco M. Segarra, Luis A. Leiva, Roberto Paredes. Proceedings of the International Conference on Intelligent User Interfaces (IUI), 2011. pp. 455-456.
  • Fusion of Qualities for Frame Selection in Video Face Verification. Mauricio Villegas, Roberto Paredes. Pattern Recognition, 2010. ICPR 2010. 20th International Conference on, 2010. pp. 1302-1305.
  • Classification of medical images using local representations. R Paredes, D Keysers, TM Lehmann, B Wein, H Ney, E Vidal. Bildverarbeitung für die Medizin 2002, 171-174
  • Video Description using Bidirectional Recurrent Neural Networks. Á Peris, M Bolaños, P Radeva, F Casacuberta. 25th International Conference on Artificial Neural Networks (ICANN), 3-11
  • A bidirectional recurrent neural language model for machine translation. A Peris, F Casacuberta. Procesamiento del Lenguaje Natural 55, 109-116
  • An evaluation of video-to-video face verification. N Poh, CH Chan, J Kittler, S Marcel, C Mc Cool… – IEEE Transactions on Information Forensics, 2010
  • Computational complexity of problems on probabilistic grammars and transducers. F Casacuberta, C De La Higuera. Lecture Notes in Computer Science (ICGI 2000) 1891 (1891), 211-212
  • Face verification competition on the XM2VTS database. K Messer, J Kittler, M Sadeghi, S Marcel, C Marcel, S Bengio,… Audio-and Video-based Biometric Person Authentication, 1056-1056
  • Face authentication test on the BANCA database. K Messer, J Kittler, M Sadeghi, M Hamouz,… – Pattern Recognition, 2004. ICPR 2004. Proceedings of …, 2004
  • Sentence clustering using continuous vector space representation. M Chinea-Rios, G Sanchis-Trilles, F Casacuberta
Iberian Conference on Pattern Recognition and Image Analysis, 432-440
  • Learning weighted metrics to minimize nearest-neighbor classification error. R Paredes, E Vidal. IEEE Transactions on Pattern Analysis and Machine Intelligence 28 (7), 1100-1110