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ORCIDJosé A. Rodríguez-Serrano
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2020 – today
- 2024
[c17]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: 6703- 2022
- [c16]Axel Brando, Joan Gimeno, José A. Rodríguez-Serrano, Jordi Vitrià:
Deep Non-crossing Quantiles through the Partial Derivative. AISTATS 2022: 7902-7914 - [i4]Axel Brando, Joan Gimeno, José A. Rodríguez-Serrano, Jordi Vitrià:
Deep Non-Crossing Quantiles through the Partial Derivative. CoRR abs/2201.12848 (2022) - 2021
- [c15]Senthil Kumar, Leman Akoglu, Nitesh V. Chawla, José A. Rodríguez-Serrano, Tanveer A. Faruquie, Saurabh Nagrecha:
Machine Learning in Finance. KDD 2021: 4139-4140 - 2020
- [j9]Axel Brando, Damià Torres, José A. Rodríguez-Serrano, Jordi Vitrià:
Building Uncertainty Models on Top of Black-Box Predictive APIs. IEEE Access 8: 121344-121356 (2020)
2010 – 2019
- 2019
- [c14]Axel Brando, José A. Rodríguez-Serrano, Jordi Vitrià, Alberto Rubio:
Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians. NeurIPS 2019: 8836-8846 - [i3]Axel Brando, José A. Rodríguez-Serrano, Jordi Vitrià, Alberto Rubio:
Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians. CoRR abs/1910.12288 (2019) - 2018
- [c13]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: 325-340 - [i2]Axel Brando, José A. Rodríguez-Serrano, Mauricio Ciprian, Roberto Maestre, Jordi Vitrià:
Uncertainty Modelling in Deep Networks: Forecasting Short and Noisy Series. CoRR abs/1807.09011 (2018) - 2017
- [p1]Usman Tariq, José A. Rodríguez-Serrano, Florent Perronnin:
Unsupervised Fisher Vector Adaptation for Re-identification. Domain Adaptation in Computer Vision Applications 2017: 213-225 - 2016
- [j8]José A. Rodríguez-Serrano, Diane Larlus, Zhenwen Dai:
Data-Driven Detection of Prominent Objects. IEEE Trans. Pattern Anal. Mach. Intell. 38(10): 1969-1982 (2016) - 2015
- [j7]José A. Rodríguez-Serrano, Albert Gordo, Florent Perronnin:
Label Embedding: A Frugal Baseline for Text Recognition. Int. J. Comput. Vis. 113(3): 193-207 (2015) - 2014
- [c12]Boris Chidlovskii, Gabriela Csurka, José A. Rodríguez-Serrano:
Vehicle type classification from laser scans with global alignment kernels. ITSC 2014: 2840-2845 - [i1]Adrien Gaidon, Gloria Zen, José A. Rodríguez-Serrano:
Self-Learning Camera: Autonomous Adaptation of Object Detectors to Unlabeled Video Streams. CoRR abs/1406.4296 (2014) - 2013
- [j6]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): 789-798 (2013) - [c11]José A. Rodríguez-Serrano, Florent Perronnin:
Label embedding for text recognition. BMVC 2013 - [c10]José A. Rodríguez-Serrano, Diane Larlus:
Predicting an Object Location Using a Global Image Representation. ICCV 2013: 1729-1736 - [c9]Harsimrat Sandhawalia, José A. Rodríguez-Serrano, Hervé Poirier, Gabriela Csurka:
Vehicle type classification from laser scanner profiles: A benchmark of feature descriptors. ITSC 2013: 517-522 - [c8]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: 955-960 - 2012
- [j5]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): 415-426 (2012) - [j4]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): 2108-2120 (2012) - [j3]José A. Rodríguez-Serrano, Florent Perronnin:
Synthesizing queries for handwritten word image retrieval. Pattern Recognit. 45(9): 3270-3276 (2012) - [c7]José A. Rodríguez-Serrano:
Pattern Recognition in Transportation. CIARP 2012: 58 - [c6]Albert Gordo, José A. Rodríguez-Serrano, Florent Perronnin, Ernest Valveny:
Leveraging category-level labels for instance-level image retrieval. CVPR 2012: 3045-3052 - [c5]José A. Rodríguez-Serrano, Harsimrat Sandhawalia, Raja Bala, Florent Perronnin, Craig Saunders:
Data-Driven Vehicle Identification by Image Matching. ECCV Workshops (2) 2012: 536-545 - [c4]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: 83050Z - 2010
- [j2]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): 742-749 (2010)
2000 – 2009
- 2009
- [j1]José A. Rodríguez-Serrano, Florent Perronnin:
Handwritten word-spotting using hidden Markov models and universal vocabularies. Pattern Recognit. 42(9): 2106-2116 (2009) - [c3]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: 1722-1729 - [c2]Florent Perronnin, José A. Rodríguez-Serrano:
Fisher Kernels for Handwritten Word-spotting. ICDAR 2009: 106-110 - [c1]José A. Rodríguez-Serrano, Florent Perronnin:
Handwritten Word Image Retrieval with Synthesized Typed Queries. ICDAR 2009: 351-355
Coauthor Index
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