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Alvaro Marcelo Soto Arriaza

Associate Professor

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Santiago, Chile

Artificial Intelligence; Machine Learning; Cognitive Robotics

Master in Computer Science, LOUISIANA STATE UNIVERSITY. Estados Unidos, 1996
Ingeniero Civil de Industrias, Mención Eléctrica, PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE. Chile, 1993
Licenciado en Ciencias de la Ingeniería, UNIVERSIDAD DE CHILE. Chile, 1992
Ph.D. in Computer Science, CARNEGIE MELLON UNIVERSITY. Estados Unidos, 2002

Associate Professor Full Time

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Engineering

Santiago, Chile

2002 - A la fecha

Profesor Asociado Full Time

Pontificia Universidad Católica de Chile

Santiago, Chile

2002 - A la fecha
Ingeniero de Investigación Part Time

Dictuc S.A.

Santiago, Chile

1994 - Sin Información

In terms of human capital training, currently our research group on artificial intelligence has more than 50 people among professors, postdoc, and graduate students.
Please see our website http://ialab.ing.puc.cl/

In terms of research, we pay a special effort to face AI from a multidisciplinary perspective by applying machine learning techniques to different application areas. In particular, we face research challenges to develop and scale new machine learning techniques to the case of large data problems in fields such as: bioinformatics [1], astronomy [2], food quality evaluation [3], and computer vision [4]. We strongly believe that besides scaling machine learning techniques to big data scenarios it is also highly relevant to establish a close connection to the application areas.
Our main spin-off: https://www.zippedi.com/

Graduate Fellowship

CARNEGIE MELLON UNIVERSITY

Estados Unidos, 2002

Graduate Fellowship, Robotics Institute, School of Computer Science
Graduate Tuition Award

LOUISIANA STATE UNIVERSITY

Chile, 1996

Graduate Tuition Award, Department of Electrical and Computer Engineering
Premio Nacional Avonni a la Innovación en la categoría Servicios Digitales Entel 2018

DIARIO EL MERCURIO

Chile, 2018

El Premio de Innovación Avonni es el reconocimiento honorífico más importante de Chile, que busca visibilizar los casos de éxito que están creando valor mediante la innovación en distintos rubros y categorías. Este premio fue otorgado a la empresa Zippedi, co-fundada y liderada por el profesor del Departamento de Ciencias de la Computación, Álvaro Soto. Este importante reconocimiento fue logrado por la creación del primer robot chileno con inteligencia artificial que entrega servicios a la industria del retail, siendo capaz de monitorear errores en los rótulos de los precios y detectar productos mal ubicados en las góndolas de supermercados.


APEX: affordance-based plan executor for indoor robotic navigation Sepulveda, Gabriel; Vazquez, Marynel; Soto, Alvaro Article ISI ADVANCED ROBOTICS (2024)
Learning Sentence-Level Representations with Predictive Coding Araujo, Vladimir; Moens, Marie-Francine; Soto, Alvaro Article ISI MACHINE LEARNING AND KNOWLEDGE EXTRACTION (2023)
PIVOT: Prompting for Video Continual Learning Villa, Andres; Alcazar, Juan Leon; Alfarra, Motasem; Alhamoud, Kumail; Hurtado, Julio; Heilbron, Fabian Caba; Soto, Alvaro; Ghanem, Bernard; IEEE Article ISI 2016 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR) (2023)
A Survey on Deep Learning and Explainability for Automatic Report Generation from Medical Images Messina, Pablo; Pino, Pablo; Parra, Denis; Soto, Alvaro; Besa, Cecilia; Uribe, Sergio; Andia, Marcelo; Tejos, Cristian; Prieto, Claudia; Capurro, Daniel Article ISI ACM COMPUTING SURVEYS (2022)
Overcoming Catastrophic Forgetting Using Sparse Coding and Meta Learning Hurtado, Julio; Lobel, Hans; Soto, Alvaro Article ISI IEEE ACCESS (2021)
Automatic document screening of medical literature using word and text embeddings in an active learning setting Carvallo, Andres ; Parra, Denis; Lobel, Hans; Soto, Alvaro Article ISI SCIENTOMETRICS (2020)
CompactNets: Compact Hierarchical Compositional Networks for Visual Recognition Lobel H.; Vidal R.; Soto A. Article ISI SCOPUS (2020)
Explaining VQA predictions using visual grounding and a knowledge base Riquelme, Felipe; Goyeneche, Alfredo De; Zhang, Yundong; Niebles, Juan Carlos; Soto, Alvaro Article Image and Vision Computing (2020)
GENE: Graph generation conditioned on named entities for polarity and controversy detection in social media Mendoza, Marcelo.; Parra, Denis; Soto, Alvaro Article ISI INFORMATION PROCESSING & MANAGEMENT (2020)
Content-based artwork recommendation: integrating painting metadata with neural and manually-engineered visual features Messina, P; Dominguez, V; Parra, D; Trattner, C; Soto, A Article ISI USER MODELING AND USER-ADAPTED INTERACTION (2019)
Mixture of Experts with Entropic Regularization for Data Classification Peralta, Billy; Saavedra, Ariel; Caro, Luis; Soto, Alvaro. Article ISI SCOPUS Entropy (2019)
GENIUS=> web server to predict local gene networks and key genes for biological functions T. Puelma, V. Araus; J. Canales, E. Vidal; J. Cabello, A. Soto and R. Gutierrez Article BIOINFORMATICS (2017)
Sparse composition of body poses and atomic actions for human activity recognition in RGB-D videos I. Lillo, J.C. Niebles and A. Soto Article IMAGE AND VISION COMPUTING (2017)
A proposal for supervised clustering with Dirichlet Process using labels Peralta, B; Caro, A; soto A. Article ISI SCOPUS PATTERN RECOGNITION LETTERS (2016)
Learning Shared, Discriminative, and Compact Representations for Visual Recognition Lobel H.; Vidal, R; soto A. Article ISI SCOPUS IEEE Transactions on Pattern Analysis and Machine Intelligence (2015)
Embedded local feature selection within mixture of experts Peralta, B; soto A. Article ISI SCOPUS INFORMATION SCIENCES (2014)
Automated Design of a Computer Vision System for Visual Food Quality Evaluation Mery, D; Pedreschi, F.; soto A. Article ISI SCOPUS Food and Bioprocess Technology (2013)
Enhancing K-Means using class labels Peralta, B; Espinace P.; soto A. Article ISI SCOPUS Intelligent Data Analysis (2013)
Indoor scene recognition by a mobile robot through adaptive object detection Espinace P.; Kollar, T; Roy, N; soto A. Article ISI SCOPUS Robotics and Autonomous Systems (2013)
Local Feature Selection Using Gaussian Process Regression Pichara K., Soto A. Article INTELLIGENT DATA ANALYSIS (2013)
Discriminative local subspaces in gene expression data for effective gene function prediction Puelma T., Gutiérrez R., Soto A. Article ISI SCOPUS Bioinformatics (2012)
Indoor Mobile Robotics at Grima, PUC Caro, L; Correa, J; Espinace P.; Langdon, D; Maturana D.; Mitnik, R; Montabone, S; Pszczolkowski, S; Araneda, A.; Mery, D; Torres M.; soto A. Article ISI SCOPUS Journal of Intelligent and Robotic Systems: Theory and Applications (2012)
Active learning and subspace clustering for anomaly detection Pichara K., Soto A. Article ISI INTELLIGENT DATA ANALYSIS (2011)
Automated fish bone detection using X-ray imaging Mery, D; Lillo, I; Loebel H.; Riffo V.; soto A.; Cipriano A.; aguilera, jm Article ISI SCOPUS Journal of Food Engineering (2011)
Human detection using a mobile platform and novel features derived from a visual saliency mechanism Montabone, S; soto A. Article ISI SCOPUS Image and Vision Computing (2010)
Quality classification of corn tortillas using computer vision Mery, D; Chanona-Perez, JJ; soto A.; aguilera, jm; Cipriano A.; Velez-Rivera, N; Arzate-Vazquez, I; Gutierrez-Lopez, GF Article ISI SCOPUS Journal of Food Engineering (2010)
Active visual perception for mobile robot localization Correa J., Soto A. Article 1604-2004: SUPERNOVAE AS COSMOLOGICAL LIGHTHOUSES (2009)
Collaborative robotic instruction: A graph teaching experience Mitnik, R; Recabarren, M.; Nussbaum M.; soto A. Article ISI SCOPUS COMPUTERS & EDUCATION (2009)
An autonomous educational mobile robot mediator Mitnik, R; Nussbaum M.; soto A. Article ISI SCOPUS AUTONOMOUS ROBOTS (2008)
Unsupervised anomaly detection in large databases using Bayesian networks Cansado, A; soto A. Article ISI SCOPUS APPLIED ARTIFICIAL INTELLIGENCE (2008)
Unsupervised identification of useful visual landmarks using multiple segmentations and top-down feedback Espinace P.; Langdon, D; soto A. Article ISI SCOPUS ROBOTICS AND AUTONOMOUS SYSTEMS (2008)
A STATISTICAL APPROACH TO SIMULTANEOUS MAPPING AND LOCALIZATION FOR MOBILE ROBOTS Araneda, A.; Fienberg, SE; soto A. Article ISI The Annals of Applied Statistics (2007)
An accelerated algorithm for density estimation in large databases using Gaussian mixtures soto A.; Zavala F.; Araneda, A. Article ISI SCOPUS CYBERNETICS AND SYSTEMS (2007)
Using data mining techniques to predict industrial wine problem fermentations Urtubia, A.; Perez-Correa, JR; soto A.; Pszczolkowski, P Article ISI SCOPUS FOOD CONTROL (2007)
Mobile robotic supported collaborative learning (MRSCL) Mitnik, R; Nussbaum M.; soto A. Article ISI BIO-INSPIRED SYSTEMS AND APPLICATIONS: FROM ROBOTICS TO AMBIENT INTELLIGENCE, PT II (2004)
Statistical inference in mapping and localization for mobile robots Araneda, A.; soto A. Article ISI BIO-INSPIRED SYSTEMS AND APPLICATIONS: FROM ROBOTICS TO AMBIENT INTELLIGENCE, PT II (2004)
A method to adaptively propagate the set of samples used by particle filters soto A. Article ISI BIO-INSPIRED SYSTEMS AND APPLICATIONS: FROM ROBOTICS TO AMBIENT INTELLIGENCE, PT II (2003)
A probabilistic approach for dynamic state estimation using visual information soto A.; Khosla, P Article ISI BIO-INSPIRED SYSTEMS AND APPLICATIONS: FROM ROBOTICS TO AMBIENT INTELLIGENCE, PT II (2003)


Optimizing Reusable Knowledge for Continual Learning via Metalearning Hurtado J., Raymond-Saez A., Soto A. ConferencePaper (2021)
Differentiable Adaptive Computation Time for Visual Reasoning Eyzaguirre, Cristobal; Soto, Alvaro ConferencePaper (2020)
Behavioral Indoor Navigation with Natural Language Directions Zang X.; VÃ¡zquez M.; Niebles J.C.; Soto A.; Savarese S. ConferencePaper SCOPUS ACM/IEEE International Conference on Human-Robot Interaction (2018)
Multi-target Tracking with Sparse Group Features and Position Using Discrete-Continuous Optimization Peralta, B; soto A. ConferencePaper ISI SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2015)
Towards improving Top-N recommendation by generalization of SLIM Larrain S.; Parra, D; soto A. ConferencePaper SCOPUS CEUR Workshop Proceedings (2015)
Visual recognition to access and analyze people density and flow patterns in indoor environments Ruz, C; Pieringer, C.; Peralta, B; Lillo, I; Espinace P.; González R.; Wendt B.; Mery, D; soto A. ConferencePaper SCOPUS Proceedings - 2015 IEEE Winter Conference on Applications of Computer Vision, WACV 2015 (2015)
Discriminative Hierarchical Modeling of Spatio-Temporally Composable Human Activities Lillo, I; soto A.; Niebles, JC ConferencePaper ISI SCOPUS 2016 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR) (2014)
Human Action Recognition from Inter-temporal Dictionaries of Key-Sequences Alfaro, A; Mery, D; soto A. ConferencePaper ISI BIO-INSPIRED SYSTEMS AND APPLICATIONS: FROM ROBOTICS TO AMBIENT INTELLIGENCE, PT II (2014)
Human action recognition from interoral dictionaries of key-sequences Alfaro, A; Mery, D; soto A. ConferencePaper SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2014)
Joint Dictionary and Classifier Learning for Categorization of Images Using a Max-margin Framework Lobel H.; Vidal, R; Mery, D; soto A. ConferencePaper ISI BIO-INSPIRED SYSTEMS AND APPLICATIONS: FROM ROBOTICS TO AMBIENT INTELLIGENCE, PT II (2014)
Hierarchical Joint Max-Margin Learning of Mid and Top Level Representations for Visual Recognition Lobel H.; Vidal, R; soto A. ConferencePaper ISI SCOPUS Proceedings of the IEEE International Conference on Computer Vision (2013)
Face Recognition with Decision Tree-Based Local Binary Patterns Maturana D.; Mery, D; soto A. ConferencePaper ISI BIO-INSPIRED SYSTEMS AND APPLICATIONS: FROM ROBOTICS TO AMBIENT INTELLIGENCE, PT II (2011)
Learning discriminative local binary patterns for face recognition Maturana D.; Mery, D; soto A. ConferencePaper 1604-2004: SUPERNOVAE AS COSMOLOGICAL LIGHTHOUSES (2011)
Mixing hierarchical contexts for object recognition Peralta, B; soto A. ConferencePaper BIO-INSPIRED SYSTEMS AND APPLICATIONS: FROM ROBOTICS TO AMBIENT INTELLIGENCE, PT II (2011)
Face recognition with local binary patterns, spatial pyramid histograms and naive bayes nearest neighbor classification Maturana D.; Mery, D; soto A. ConferencePaper Proceedings - International Conference of the Chilean Computer Science Society, SCCC (2010)
Indoor Scene Recognition Through Object Detection Espinace P.; Kollar, T; soto A.; Roy, N ConferencePaper ISI SCOPUS Proceedings - IEEE International Conference on Robotics and Automation (2010)
Performance evaluation of the Covariance descriptor for target detection Cargill P.C.; Rius C.U.; Quiroz D.M.; soto A. ConferencePaper Proceedings - International Conference of the Chilean Computer Science Society, SCCC (2010)
Detection of Anomalies in Large Datasets Using an Active Learning Scheme Based on Dirichlet Distributions Pichara, K; soto A.; Araneda, A. ConferencePaper BIO-INSPIRED SYSTEMS AND APPLICATIONS: FROM ROBOTICS TO AMBIENT INTELLIGENCE, PT II (2008)
Features: The More The Better Mery, D; soto A. ConferencePaper ISI ISCGAV'08: PROCEEDINGS OF THE 8TH WSEAS INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, COMPUTATIONAL GEOMETRY AND ARTIFICIAL VISION (2008)
Improving the Selection and Detection of Visual Landmarks Through Object Tracking Espinace P.; soto A. ConferencePaper 2016 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR) (2008)
Real-Time Robot Localization In Indoor Environments Using Structural Information Espinace P.; soto A.; Torres-Torriti, M ConferencePaper 2008 5TH LATIN AMERICAN ROBOTICS SYMPOSIUM (LARS 2008) (2008)
Human detection in indoor environments using multiple visual cues and a mobile robot Pszczolkowski, S; soto A. ConferencePaper BIO-INSPIRED SYSTEMS AND APPLICATIONS: FROM ROBOTICS TO AMBIENT INTELLIGENCE, PT II (2007)
A mobile robotics course for undergraduate students in computer science soto A.; Espinace P.; Mitnik, R ConferencePaper ISI 2006 IEEE 3rd Latin American Robotics Symposium (2006)
Automatic selection and detection of visual landmarks using multiple segmentations Langdon, D; soto A.; Mery, D ConferencePaper ISI BIO-INSPIRED SYSTEMS AND APPLICATIONS: FROM ROBOTICS TO AMBIENT INTELLIGENCE, PT II (2006)
Detection of rare objects in massive astronomical datasets using innovative knowledge discovery technology soto A.; Cansado, A; Zavala F. ConferencePaper ISI Astronomical Data Analysis Software and Systems XIV, Proceedings (2005)
Self Adaptive Particle Filter soto A. ConferencePaper ISI SCOPUS IJCAI International Joint Conference on Artificial Intelligence (2005)
Adaptive hierarchical contexts for object recognition with conditional mixture of trees Peralta B., Espinace P and Soto A. ConferencePaper 1604-2004: SUPERNOVAE AS COSMOLOGICAL LIGHTHOUSES
An ensemble of Discriminative Local Subspaces in Microarray Data for Gene Ontology Annotation Predictions Puelma T., Soto A., Gutiérrez R. ConferencePaper 1604-2004: SUPERNOVAE AS COSMOLOGICAL LIGHTHOUSES


An indoor mobile robot that uses a large scale visual memory and a visual ontology to recognize objects, actions, and scenes FONDECYT (1151018) Proyecto 2015-2017 Director(a)
Visual detection of unusual events for automatic visual surveillance of the elderly Soto, Alvaro. Proyecto (2013)
(Collaborative ICT Research Federation), An Intelligent Tutoring System Based on Novel Sensing Modalities. LACCIR-R (R1211LAC001) Proyecto 2012-2013 Inv. Principal
Indoor Scene and Object Recognition by a Mobile Robot, Using Visual Grammars and Machine Learning Techniques. FONDECYT (1120720) Proyecto 2012-2013 Inv. Principal
Environmentally-Adaptive Vision-Based Navigaton Soto, Alvaro. Proyecto (2012)
Environmentally-Adaptive Vision-Based Navigation. Massachusetts Institute of Technology Science and Technolgy Initiative (MISTI-2011) Proyecto 2011-2013 Inv. Principal
An Intelligent Tutoring System Based on Novel Sensing Modalities Soto, Alvaro. Proyecto (2011)
Medición de Flujos y Densidades Espaciales de Clientes en Grandes Tiendas de Retail Usando Múltiples Cámaras de Video. FONDEF (D10I1054) Proyecto 2011-2013 Inv. Principal
A General Methodology for Robust Automated X-Ray Testing of Complex Structures Based on Adaptive Multiple View Planning Mery, Domingo; Soto, Alvaro. Proyecto (2010)
An indoor mobile that recognizes common places and objects in its environment using an active vision and machine learning approach Soto, Alvaro.; Mery, Domingo Proyecto (2009)
SalmonX: automatic visual inspection in salmon productions lines using X ray Mery, Domingo; Cipriano, Aldo; Auilera, Jose Miguel; Soto, Alvaro. Proyecto (2009)
An Indoor Mobile Robot that Recognizes Common Places and Objects in its Environment Using an Active Vision and Machine Learning Approach. FONDECYT (1095140) Proyecto 2008-2011 Inv. Principal
Núcleo Milenio en Genómica Funcional de Plantas. Iniciativa Científica Milenio, Mideplan Proyecto 2008-2010 Coinvestigador(a)
SalmonX=> Inspección visual automática de filetes de salmón usando rayos X. FONDEF (D07I1080) Proyecto 2008-2011 Coinvestigador(a)
A real time system based on computer vision techniques to supervise and allocate cash registers at grocery stores Soto, Alvaro.; Mery, Domingo Proyecto (2008)
Millennium Nucleus in Functional Genome of the Plant gutiérrez rodrigo; Soto, Alvaro. Proyecto (2008)
A Mobile Robot Using a Decision Theoretical Planner Based on Hierarchical and Spatio-Temporal Reasoning to Adaptively Communicate Relevant Content. FONDECYT (1070760) Proyecto 2007-2008 Inv. Principal
Detection of Rare Objects in Massive Astrophysical Datasets Using Innovative Knowledge Discovery Technology. FONDECYT (1030336) Proyecto 2007-2009 Inv. Principal
Investigador Asociado proyecto=> Real Time Intelligent Control for Integrated Transit Systems. FONDECYT (Bicenteni) Proyecto 2007-2009 Investigador(a)
Real-time intelligent control for integrated transit systems Cipriano, Aldo; Soto, Alvaro.; Mery, Domingo; Muñoz, Juan Carlos; Rios, Miguel; Giesen, Ricardo Proyecto (2007)
A Deliberative Mobile Robot Using Bayesian Statistical Inference to Autonomously Explore and Map a Dynamic Indoor Natural Environment. FONDECYT (1050653) Proyecto 2005-2007 Inv. Principal
A Robotics Lab to Support Computer Science Education, Microsoft Research. (12873) Proyecto 2005-2007 Inv. Principal
Analizador de características de espuma para celdas de flotación utilizando visión artificial (AceFlot). Departamento de Investigaciones Científicas. FONDEF (MI-17) Proyecto 1994-1995 Inv. Principal
Flow Measurement and Customer space densities in large retail stores using multiple video cameras Soto, Alvaro.; Mery, Domingo Proyecto (0)
Indoor Scene and Object Recognition by a Mobile Robot, Using Visual Grammars and Machine Learning Techniques Soto, Alvaro. Proyecto (0)

Alvaro Soto

Associate Professor

Computer Science

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Santiago, Chile

DOMINGO MERY

Profesor Titular

Computación

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Santiago, Chile

Billy Peralta

Profesor Asistente

Cienciad de la Ingeniería

Universidad Andrés Bello

Santiago, Chile

Ana Araneda

Profesor Asociado Adjunto

Estadistica

Pontificia Universidad Catolica de Chile

Santiago, Chile

Hans Lobel

Profesor Asistente

Departamento de Ingeniería de Transporte y Logística / Departamento de Ciencia de la Computación

Pontificia Universidad Católica de Chile

Santiago, Chile

Aldo Cipriano

Full Professor

Electrical Engineering, Mechanical Engineering

PONTIFICIA UNIVERSIDAD CATÓLICA DE CHILE - DEPTO. ING. ELÉCTRICA

Santiago, Chile

Denis Parra

Profesor Asociado

Ciencia de la Computación

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Santiago, Chile

Miguel Nussbaum

Full professor

Engineering

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Santiago, Chile

Luis Caro

Profesor Asistente

Informática

Universidad Católica de Temuco

Temuco, Chile

Alejandra Urtubia

Associate Professor

Chemical and Environmental Engineering

Universidad Técnica Federico Santa María

Valaparaiso, Chile

Christian Pieringer

Manager of Artificial Intelligence and Data Science

Artificial Intelligence & Data Science

PhageLab Spa

San Joaquín, Chile

José Pérez

Profesor Titular

Ingeniería Química y Bioprocesos

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Santiago, Chile

Stefan Pszczolkowski

Research Fellow

Medicine

University of Nottingham

Nottingham, Reino Unido

Marcelo Mendoza

Académico

Ciencias de la Computación

Pontificia Universidad Católica de Chile

Santiago, Chile

Franco Pedreschi

Director

Departamento de Ingeniería Química y Bioprocesos

Pontificia Universidad Católica de Chile

Macul, Chile

Cristian Ruz

Profesor Asistente Adjunto

Ciencia de la Computación

Pontificia Universidad Católica de Chile

Santiago, Chile

Rodrigo Gutierrez

Full Professor

Molecular Genetics & Microbiology

PONTIFICIA UNIVERSIDAD CATÓLICA DE CHILE

Santiago, Chile

Vladimir Riffo

Académico

DIICC

Universidad de Atacama

Copiap'o, Chile

Miguel Torres

Associate Professor

Department of Electrical Engineering

Pontificia Universidad Catolica de Chile

Santiago, Chile

Ricardo Giesen

Director and Associate Professor

Transport Engineering and Logistics

PONTIFICIA UNIVERSIDAD CATÓLICA DE CHILE

Santiago, Chile

Juan Muñoz

Professor

Department of Transport Engineering and Logistics

Pontificia Universidad Catolica de Chile

Santiago, Chile

Andrés Carvallo

Investigador

Centro Nacional de Inteligencia Artificial

Santiago, Chile

Cecilia Besa

Associate Professor

Radiology

Pontificia Universidad Católica de Chile

Santiago, Chile

Marcelo Andia

Associate Professor

Radiology

Pontificia Universidad Catolica de Chile

Santiago, Chile

Analí Alfaro

Profesor

Informática

Universidad de Santiago de Chile

Santiago, Chile

Alvaro Marcelo Soto Arriaza

Líneas de Investigación

Educación

Master in Computer Science, LOUISIANA STATE UNIVERSITY. Estados Unidos, 1996

Ingeniero Civil de Industrias, Mención Eléctrica, PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE. Chile, 1993

Licenciado en Ciencias de la Ingeniería, UNIVERSIDAD DE CHILE. Chile, 1992

Ph.D. in Computer Science, CARNEGIE MELLON UNIVERSITY. Estados Unidos, 2002

Experiencia Académica

Associate Professor Full Time

Experiencia Profesional

Profesor Asociado Full Time

Ingeniero de Investigación Part Time

Formación de Capital Humano

Difusión y Transferencia

Premios y Distinciones

Graduate Fellowship

Graduate Tuition Award

Premio Nacional Avonni a la Innovación en la categoría Servicios Digitales Entel 2018

Article (38)

ConferencePaper (28)

Proyecto (25)

An indoor mobile robot that uses a large scale visual memory and a visual ontology to recognize objects, actions, and scenes

(Collaborative ICT Research Federation), An Intelligent Tutoring System Based on Novel Sensing Modalities.

Indoor Scene and Object Recognition by a Mobile Robot, Using Visual Grammars and Machine Learning Techniques.

Environmentally-Adaptive Vision-Based Navigation.

Medición de Flujos y Densidades Espaciales de Clientes en Grandes Tiendas de Retail Usando Múltiples Cámaras de Video.

An Indoor Mobile Robot that Recognizes Common Places and Objects in its Environment Using an Active Vision and Machine Learning Approach.

Núcleo Milenio en Genómica Funcional de Plantas.

SalmonX=> Inspección visual automática de filetes de salmón usando rayos X.

A Mobile Robot Using a Decision Theoretical Planner Based on Hierarchical and Spatio-Temporal Reasoning to Adaptively Communicate Relevant Content.

Detection of Rare Objects in Massive Astrophysical Datasets Using Innovative Knowledge Discovery Technology.

Investigador Asociado proyecto=> Real Time Intelligent Control for Integrated Transit Systems.

A Deliberative Mobile Robot Using Bayesian Statistical Inference to Autonomously Explore and Map a Dynamic Indoor Natural Environment.

A Robotics Lab to Support Computer Science Education,

Analizador de características de espuma para celdas de flotación utilizando visión artificial (AceFlot). Departamento de Investigaciones Científicas.