Alvaro Soto
Orcid: 0000-0001-9378-397X
According to our database1,
Alvaro Soto
authored at least 90 papers
between 2001 and 2024.
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Bibliography
2024
Adv. Robotics, July, 2024
ConvLSTM Neural Network based on Hexagonal Inputs for Spatio-Temporal Forecasting of Traffic Velocities.
Proceedings of the 3rd International Workshop on Spatio-Temporal Reasoning and Learning (STRL 2024) co-located with the 33rd International Joint Conference on Artificial Intelligence (IJCAI 2024), 2024
Proceedings of the 23rd Workshop on Biomedical Natural Language Processing, 2024
Extracting and Encoding: Leveraging Large Language Models and Medical Knowledge to Enhance Radiological Text Representation.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
2023
Mach. Learn. Knowl. Extr., March, 2023
Behind the Magic, MERLIM: Multi-modal Evaluation Benchmark for Large Image-Language Models.
CoRR, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
A Memory Model for Question Answering from Streaming Data Supported by Rehearsal and Anticipation of Coreference Information.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
2022
A Survey on Deep Learning and Explainability for Automatic Report Generation from Medical Images.
ACM Comput. Surv., January, 2022
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
2021
CoRR, 2021
IEEE Access, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
TNT: Text-Conditioned Network with Transductive Inference for Few-Shot Video Classification.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
2020
Automatic document screening of medical literature using word and text embeddings in an active learning setting.
Scientometrics, 2020
Image Vis. Comput., 2020
GENE: Graph generation conditioned on named entities for polarity and controversy detection in social media.
Inf. Process. Manag., 2020
Comput. Vis. Image Underst., 2020
A Survey on Deep Learning and Explainability for Automatic Image-based Medical Report Generation.
CoRR, 2020
Translating Natural Language Instructions for Behavioral Robot Navigation with a Multi-Head Attention Mechanism.
CoRR, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
2019
Content-based artwork recommendation: integrating painting metadata with neural and manually-engineered visual features.
User Model. User Adapt. Interact., 2019
Entropy, 2019
Interpretable Visual Question Answering by Visual Grounding From Attention Supervision Mining.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019
Proceedings of the Robotics: Science and Systems XV, 2019
2018
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018
Proceedings of the Companion of the 2018 ACM/IEEE International Conference on Human-Robot Interaction, 2018
Translating Navigation Instructions in Natural Language to a High-Level Plan for Behavioral Robot Navigation.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Proceedings of the Computer Vision - ECCV 2018, 2018
2017
Corrigendum to "Sparse Composition of Body Poses and Atomic Actions for Human Activity Recognition in RGB-D Videos" [Image Vis. Comput. 59 (2017) 63-75].
Image Vis. Comput., 2017
Sparse composition of body poses and atomic actions for human activity recognition in RGB-D videos.
Image Vis. Comput., 2017
CoRR, 2017
GENIUS: web server to predict local gene networks and key genes for biological functions.
Bioinform., 2017
Comparing Neural and Attractiveness-based Visual Features for Artwork Recommendation.
Proceedings of the 2nd Workshop on Deep Learning for Recommender Systems, 2017
How a General-Purpose Commonsense Ontology can Improve Performance of Learning-Based Image Retrieval.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017
2016
Pattern Recognit. Lett., 2016
A Hierarchical Pose-Based Approach to Complex Action Understanding Using Dictionaries of Actionlets and Motion Poselets.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
2015
IEEE Trans. Pattern Anal. Mach. Intell., 2015
Visual Recognition to Access and Analyze People Density and Flow Patterns in Indoor Environments.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015
Proceedings of the Poster Proceedings of the 9th ACM Conference on Recommender Systems, 2015
2014
Discriminative Hierarchical Modeling of Spatio-temporally Composable Human Activities.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
Multi-target Tracking with Sparse Group Features and Position Using Discrete-Continuous Optimization.
Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014
2013
Robotics Auton. Syst., 2013
Joint Dictionary and Classifier Learning for Categorization of Images Using a Max-margin Framework.
Proceedings of the Image and Video Technology - 6th Pacific-Rim Symposium, 2013
Proceedings of the Image and Video Technology - 6th Pacific-Rim Symposium, 2013
Hierarchical Joint Max-Margin Learning of Mid and Top Level Representations for Visual Recognition.
Proceedings of the IEEE International Conference on Computer Vision, 2013
2012
Discriminative local subspaces in gene expression data for effective gene function prediction.
Bioinform., 2012
Adaptive hierarchical contexts for object recognition with conditional mixture of trees.
Proceedings of the British Machine Vision Conference, 2012
2011
Intell. Data Anal., 2011
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2011
2010
J. Intell. Robotic Syst., 2010
Human detection using a mobile platform and novel features derived from a visual saliency mechanism.
Image Vis. Comput., 2010
Proceedings of the IEEE International Conference on Robotics and Automation, 2010
Proceedings of the Computer Vision - ACCV 2010, 2010
2009
Face Recognition with Local Binary Patterns, Spatial Pyramid Histograms and Naive Bayes Nearest Neighbor Classification.
Proceedings of the 2009 International Conference of the Chilean Computer Science Society, 2009
Proceedings of the 2009 International Conference of the Chilean Computer Science Society, 2009
2008
Unsupervised identification of useful visual landmarks using multiple segmentations and top-down feedback.
Robotics Auton. Syst., 2008
Appl. Artif. Intell., 2008
Detection of Anomalies in Large Datasets Using an Active Learning Scheme Based on Dirichlet Distributions.
Proceedings of the Advances in Artificial Intelligence, 2008
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008
2007
An Accelerated Algorithm for Density Estimation in Large Databases Using Gaussian Mixtures.
Cybern. Syst., 2007
Human Detection in Indoor Environments Using Multiple Visual Cues and a Mobile Robot.
Proceedings of the Progress in Pattern Recognition, 2007
2006
Proceedings of the Advances in Image and Video Technology, First Pacific Rim Symposium, 2006
2005
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005
2004
Proceedings of the Advances in Artificial Intelligence, 2004
Proceedings of the Advances in Artificial Intelligence, 2004
2003
Proceedings of the KI 2003: Advances in Artificial Intelligence, 2003
Proceedings of the Current Topics in Artificial Intelligence, 2003
2001
Adaptive Agent Based System for State Estimation Using Dynamic Multidimensional Information Sources.
Proceedings of the Self-Adaptive Software, Second International Workshop, 2001
Probabilistic Adaptive Agent Based System for Dynamic State Estimation using Multiple Visual Cues.
Proceedings of the Robotics Research, The Tenth International Symposium, 2001