José A. Rodríguez-Serrano

According to our database1, José A. Rodríguez-Serrano authored at least 27 papers between 2009 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
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Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2022
Deep Non-crossing Quantiles through the Partial Derivative.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021
Machine Learning in Finance.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020
Building Uncertainty Models on Top of Black-Box Predictive APIs.
IEEE Access, 2020

2019
Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018
Uncertainty Modelling in Deep Networks: Forecasting Short and Noisy Series.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

2017
Unsupervised Fisher Vector Adaptation for Re-identification.
Proceedings of the Domain Adaptation in Computer Vision Applications., 2017

2016
Data-Driven Detection of Prominent Objects.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

2015
Label Embedding: A Frugal Baseline for Text Recognition.
Int. J. Comput. Vis., 2015

2014
Self-Learning Camera: Autonomous Adaptation of Object Detectors to Unlabeled Video Streams.
CoRR, 2014

Vehicle type classification from laser scans with global alignment kernels.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

2013
Robust abandoned object detection integrating wide area visual surveillance and social context.
Pattern Recognit. Lett., 2013

Vehicle type classification from laser scanner profiles: A benchmark of feature descriptors.
Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

Practical methods for sparsity based video anomaly detection.
Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

Predicting an Object Location Using a Global Image Representation.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Label embedding for text recognition.
Proceedings of the British Machine Vision Conference, 2013

2012
Synthesizing queries for handwritten word image retrieval.
Pattern Recognit., 2012

A Model-Based Sequence Similarity with Application to Handwritten Word Spotting.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Trajectory clustering in CCTV traffic videos using probability product kernels with hidden Markov models.
Pattern Anal. Appl., 2012

Image simulation for automatic license plate recognition.
Proceedings of the Visual Information Processing and Communication III, 2012

Data-Driven Vehicle Identification by Image Matching.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Leveraging category-level labels for instance-level image retrieval.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Pattern Recognition in Transportation.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2012

2010
Unsupervised writer adaptation of whole-word HMMs with application to word-spotting.
Pattern Recognit. Lett., 2010

2009
Handwritten word-spotting using hidden Markov models and universal vocabularies.
Pattern Recognit., 2009

Handwritten Word Image Retrieval with Synthesized Typed Queries.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Fisher Kernels for Handwritten Word-spotting.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

A similarity measure between vector sequences with application to handwritten word image retrieval.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009


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