Á. Soto

PROFILE

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Aliases
A. Soto, Alvaro Soto, Álvaro Soto
Publication record
77 papers · 2,303 citations · H-index 25

PAPERS

ConvLSTM Neural Network based on Hexagonal Inputs for Spatio-Temporal Forecasting of Traffic Velocities
20240 citationsauthor #5
Explaining VQA predictions using visual grounding and a knowledge base
202019 citationsauthor #5
Automatic document screening of medical literature using word and text embeddings in an active learning setting
202034 citationsauthor #4
GENE: Graph generation conditioned on named entities
20200 citationsauthor #3
Differentiable Adaptive Computation Time for Visual Reasoning
202019 citationsauthor #2
CompactNets: Compact Hierarchical Compositional Networks for Visual Recognition
20202 citationsauthor #3
GENE: Graph generation conditioned on named entities for polarity and controversy detection in social media
202023 citationsauthor #3
A Survey on Deep Learning and Explainability for Automatic Image-based Medical Report Generation
202011 citationsauthor #4
A Behavioral Approach to Visual Navigation with Graph Localization Networks
2019105 citationsauthor #5
Mixture of Experts with Entropic Regularization for Data Classification
20195 citationsauthor #4
Behavioral Indoor Navigation With Natural Language Directions
20187 citationsauthor #4
Content-based artwork recommendation: integrating painting metadata with neural and manually-engineered visual features
201865 citationsauthor #5
A Deep Learning Based Behavioral Approach to Indoor Autonomous Navigation
201841 citationsauthor #3
End-to-End Joint Semantic Segmentation of Actors and Actions in Video
201836 citationsauthor #3
Interpretable Visual Question Answering by Visual Grounding From Attention Supervision Mining
201872 citationsauthor #3
Translating Navigation Instructions in Natural Language to a High-Level Plan for Behavioral Robot Navigation
201830 citationsauthor #6
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]
20176 citationsauthor #3
How a General-Purpose Commonsense Ontology can Improve Performance of Learning-Based Image Retrieval
201725 citationsauthor #4
Sparse composition of body poses and atomic actions for human activity recognition in RGB-D videos
201753 citationsauthor #3
Exploring Content-based Artwork Recommendation with Metadata and Visual Features
201716 citationsauthor #5
Comparing Neural and Attractiveness-based Visual Features for Artwork Recommendation
201715 citationsauthor #6
Unsupervised Local Regressive Attributes for Pedestrian Re-identification
20170 citationsauthor #3
EXPERT SUPERVISION OF FLOTATION CELLS USING DIGITAL IMAGE PROCESSING
20162 citationsauthor #3
Action Recognition in Video Using Sparse Coding and Relative Features
201624 citationsauthor #3
A Hierarchical Pose-Based Approach to Complex Action Understanding Using Dictionaries of Actionlets and Motion Poselets
201646 citationsauthor #3
A proposal for supervised clustering with Dirichlet Process using labels
20166 citationsauthor #3
GENIUS: web server to predict local gene networks and key genes for biological functions
20164 citationsauthor #6
2015 IEEE Winter Conference on Applications of Computer Vision, WACV 2015, Waikoloa, HI, USA, January 5-9, 2015
20152 citationsauthor #9
2015 IEEE Winter Conference on Applications of Computer Vision Workshops, WACV Workshops 2015, Waikoloa, HI, USA, January 6-9, 2015
20150 citationsauthor #9
Towards Improving Top-N Recommendation by Generalization of SLIM
20156 citationsauthor #3
Visual Recognition to Access and Analyze People Density and Flow Patterns in Indoor Environments
20152 citationsauthor #9
Multi-target Tracking with Sparse Group Features and Position Using Discrete-Continuous Optimization
20140 citationsauthor #2
Embedded local feature selection within mixture of experts
201464 citationsauthor #2
Discriminative Hierarchical Modeling of Spatio-temporally Composable Human Activities
201487 citationsauthor #2
Local feature selection using Gaussian process regression
20141 citationsauthor #2
Automated Design of a Computer Vision System for Visual Food Quality Evaluation
201359 citationsauthor #3
Hierarchical Joint Max-Margin Learning of Mid and Top Level Representations for Visual Recognition
201317 citationsauthor #3
Enhancing K-Means using class labels
201312 citationsauthor #3
Human Action Recognition from Inter-temporal Dictionaries of Key-Sequences
20139 citationsauthor #3
Joint Dictionary and Classifier Learning for Categorization of Images Using a Max-margin Framework
201318 citationsauthor #4
Indoor scene recognition by a mobile robot through adaptive object detection
201376 citationsauthor #4
Discriminative local subspaces in gene expression data for effective gene function prediction
201212 citationsauthor #3
Adaptive hierarchical contexts for object recognition with conditional mixture of trees
20126 citationsauthor #3
Automated fish bone detection using X-ray imaging
2011104 citationsauthor #5
Learning discriminative local binary patterns for face recognition
201169 citationsauthor #3
Mixing Hierarchical Contexts for Object Recognition
20110 citationsauthor #2
Active learning and subspace clustering for anomaly detection
201119 citationsauthor #2
Local Feature Selection with Gaussian Process Regression
20111 citationsauthor #2
Indoor scene recognition through object detection
201098 citationsauthor #3
Face Recognition with Decision Tree-Based Local Binary Patterns
201067 citationsauthor #3
Quality classification of corn tortillas using computer vision
201050 citationsauthor #3
Automated Detection of Fish Bones in Salmon Fillets Using X-ray Testing
20104 citationsauthor #5
Active Visual Perception for Mobile Robot Localization
201017 citationsauthor #2
Human detection using a mobile platform and novel features derived from a visual saliency mechanism
2010171 citationsauthor #2
An ensemble of discriminative local subspaces in microarray data for gene ontology annotations predictions
20091 citationsauthor #2
Performance Evaluation of the Covariance Descriptor for Target Detection
200915 citationsauthor #4
Face Recognition with Local Binary Patterns, Spatial Pyramid Histograms and Naive Bayes Nearest Neighbor Classification
200981 citationsauthor #3
Collaborative robotic instruction: A graph teaching experience
2009194 citationsauthor #4
UNSUPERVISED ANOMALY DETECTION IN LARGE DATABASES USING BAYESIAN NETWORKS
200822 citationsauthor #2
Detection of Anomalies in Large Datasets Using an Active Learning Scheme Based on Dirichlet Distributions
20083 citationsauthor #2
Features: the more the better
200828 citationsauthor #2
Unsupervised identification of useful visual landmarks using multiple segmentations and top-down feedback
200812 citationsauthor #3
Human Detection in Indoor Environments Using Multiple Visual Cues and a Mobile Robot
20076 citationsauthor #2
Computer Vision for Quality Control in Latin American Food Industry, A Case Study
200712 citationsauthor #6
Using data mining techniques to predict industrial wine problem fermentations
200766 citationsauthor #3
AN ACCELERATED ALGORITHM FOR DENSITY ESTIMATION IN LARGE DATABASES USING GAUSSIAN MIXTURES
20075 citationsauthor #1
Automatic Selection and Detection of Visual Landmarks Using Multiple Segmentations
20064 citationsauthor #2
Detection of Rare Objects in Massive Astronomical Datasets Using Innovative Knowledge Discovery Technology
20051 citationsauthor #1
Self Adaptive Particle Filter
2005100 citationsauthor #1
Mobile Robotic Supported Collaborative Learning (MRSCL)
20046 citationsauthor #3
Statistical Inference in Mapping and Localization for Mobile Robots
200410 citationsauthor #2
A Probabilistic Approach for Dynamic State Estimation Using Visual Information
20031 citationsauthor #1
A Method to Adaptively Propagate the Set of Samples Used by Particle Filters
20030 citationsauthor #1
Parasitism of Encarsia formosa (Hymenoptera: Aphelinidae) on nymphal instars of Trialeurodes vaporariorum (Hemiptera: Aleyrodidae).
20025 citationsauthor #1
Thermal requirements for development of Encarsia formosa (Hymenoptera: Aphelinidae) reared in Trialeurodes vaporariorum (Hemiptera: Aleyrodidae)
20016 citationsauthor #1
A REAL TIME VISUAL SENSOR FOR SUPERVISION OF FLOTATION CELLS
199874 citationsauthor #4
Ieee Transactions on Pattern Analysis and Machine Intelligence 1 Learning Shared, Discriminative, and Compact Representations for Visual Recognition
year unknown16 citationsauthor #3

TIMELINE

1998 74 citations

2001 6 citations

2002 5 citations

2003 1 citations

2004 16 citations

2005 101 citations

2006 4 citations

2007 89 citations

2008 65 citations

2009 291 citations

2010 407 citations

2011 193 citations

2012 18 citations

2013 191 citations

2014 152 citations

2015 10 citations

2016 82 citations

2017 115 citations

2018 251 citations

2019 110 citations

2020 108 citations

2024 0 citations

Unknown 16 citations

Á. Soto

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