José A. Rodríguez-Serrano

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 10

Top Topics

Von Mises Fisher

Global Alignment

Machine Learning

Dirichlet Distribution

Top Venues

Publications

Leman Akoglu, Nitesh V. Chawla, Josep Domingo-Ferrer, Eren Kurshan, Senthil Kumar, Vidyut M. Naware, José A. Rodríguez-Serrano, Isha Chaturvedi, Saurabh Nagrecha, Mahashweta Das, Tanveer A. Faruquie
Machine Learning in Finance. KDD (2024)
Axel Brando, Joan Gimeno, José A. Rodríguez-Serrano, Jordi Vitrià
Deep Non-Crossing Quantiles through the Partial Derivative. CoRR (2022)
Axel Brando, Joan Gimeno, José A. Rodríguez-Serrano, Jordi Vitrià
Deep Non-crossing Quantiles through the Partial Derivative. AISTATS (2022)
Senthil Kumar, Leman Akoglu, Nitesh V. Chawla, José A. Rodríguez-Serrano, Tanveer A. Faruquie, Saurabh Nagrecha
Machine Learning in Finance. KDD (2021)
Axel Brando, Damià Torres, José A. Rodríguez-Serrano, Jordi Vitrià
Building Uncertainty Models on Top of Black-Box Predictive APIs. IEEE Access 8 (2020)
Axel Brando, José A. Rodríguez-Serrano, Jordi Vitrià, Alberto Rubio
Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians. NeurIPS (2019)
Axel Brando, José A. Rodríguez-Serrano, Jordi Vitrià, Alberto Rubio
Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians. CoRR (2019)
Axel Brando, José A. Rodríguez-Serrano, Mauricio Ciprian, Roberto Maestre, Jordi Vitrià
Uncertainty Modelling in Deep Networks: Forecasting Short and Noisy Series. ECML/PKDD (3) (2018)
Axel Brando, José A. Rodríguez-Serrano, Mauricio Ciprian, Roberto Maestre, Jordi Vitrià
Uncertainty Modelling in Deep Networks: Forecasting Short and Noisy Series. CoRR (2018)
José A. Rodríguez-Serrano, Diane Larlus, Zhenwen Dai
Data-Driven Detection of Prominent Objects. IEEE Trans. Pattern Anal. Mach. Intell. 38 (10) (2016)
José A. Rodríguez-Serrano, Albert Gordo, Florent Perronnin
Label Embedding: A Frugal Baseline for Text Recognition. Int. J. Comput. Vis. 113 (3) (2015)
Boris Chidlovskii, Gabriela Csurka, José A. Rodríguez-Serrano
Vehicle type classification from laser scans with global alignment kernels. ITSC (2014)
Adrien Gaidon, Gloria Zen, José A. Rodríguez-Serrano
Self-Learning Camera: Autonomous Adaptation of Object Detectors to Unlabeled Video Streams. CoRR (2014)
Harsimrat Sandhawalia, José A. Rodríguez-Serrano, Hervé Poirier, Gabriela Csurka
Vehicle type classification from laser scanner profiles: A benchmark of feature descriptors. ITSC (2013)
James M. Ferryman, David C. Hogg, Jan Sochman, Ardhendu Behera, José A. Rodríguez-Serrano, Simon F. Worgan, Longzhen Li, Valerie Leung, Murray Evans, Philippe Cornic, Stéphane Herbin, Stefan Schlenger, Michael Dose
Robust abandoned object detection integrating wide area visual surveillance and social context. Pattern Recognit. Lett. 34 (7) (2013)
Xuan Mo, Vishal Monga, Raja Bala, José A. Rodríguez-Serrano, Zhigang Fan, Aaron M. Burry
Practical methods for sparsity based video anomaly detection. ITSC (2013)
José A. Rodríguez-Serrano, Florent Perronnin
Label embedding for text recognition. BMVC (2013)
José A. Rodríguez-Serrano, Diane Larlus
Predicting an Object Location Using a Global Image Representation. ICCV (2013)
José A. Rodríguez-Serrano
Pattern Recognition in Transportation. CIARP (2012)
José A. Rodríguez-Serrano, Harsimrat Sandhawalia, Raja Bala, Florent Perronnin, Craig Saunders
Data-Driven Vehicle Identification by Image Matching. ECCV Workshops (2) (2012)
José A. Rodríguez-Serrano, Florent Perronnin
Synthesizing queries for handwritten word image retrieval. Pattern Recognit. 45 (9) (2012)
José A. Rodríguez-Serrano, Sameer Singh
Trajectory clustering in CCTV traffic videos using probability product kernels with hidden Markov models. Pattern Anal. Appl. 15 (4) (2012)
Raja Bala, Yonghui Zhao, Aaron Burry, Vladimir Kozitsky, Claude Fillion, Craig Saunders, José A. Rodríguez-Serrano
Image simulation for automatic license plate recognition. Visual Information Processing and Communication (2012)
Albert Gordo, José A. Rodríguez-Serrano, Florent Perronnin, Ernest Valveny
Leveraging category-level labels for instance-level image retrieval. CVPR (2012)
José A. Rodríguez-Serrano, Florent Perronnin
A Model-Based Sequence Similarity with Application to Handwritten Word Spotting. IEEE Trans. Pattern Anal. Mach. Intell. 34 (11) (2012)
José A. Rodríguez-Serrano, Florent Perronnin, Gemma Sánchez, Josep Lladós
Unsupervised writer adaptation of whole-word HMMs with application to word-spotting. Pattern Recognit. Lett. 31 (8) (2010)
Florent Perronnin, José A. Rodríguez-Serrano
Fisher Kernels for Handwritten Word-spotting. ICDAR (2009)
José A. Rodríguez-Serrano, Florent Perronnin, Josep Lladós, Gemma Sánchez
A similarity measure between vector sequences with application to handwritten word image retrieval. CVPR (2009)
José A. Rodríguez-Serrano, Florent Perronnin
Handwritten Word Image Retrieval with Synthesized Typed Queries. ICDAR (2009)
José A. Rodríguez-Serrano, Florent Perronnin
Handwritten word-spotting using hidden Markov models and universal vocabularies. Pattern Recognit. 42 (9) (2009)