Messina P., Pino P., Parra D., Soto A., Besa C., Uribe S., Andía M., Tejos C.,
Prieto C., Capurro D. (2022)
ACM Computing Surveys 37
Aspillaga C., Mendoza M., Soto A (2021)
Conferencia ACL
Hurtado J., Raymond-Saez A., Soto A (2021)
CONFERENCIA NEURIPS
Hurtado J., Lobel H., Soto A. (2021)
IEEE Access
Carvallo A., Parra D., Lobel H., Soto. A. (2020)
Scientometrics
Computer Vision and Image Understanding
Riquelme F., de Goyeneche A., Zhang Y., Niebles J.C., Soto A. (2020)
Image and Vision Computing 101 103968
Mendoza M., Parra D., Soto A. (2020)
Information Processing & Management 102366
K. Chen, JD. Vicente, G. Sepulveda, F. Xia, A. Soto, M. Vazquez, S. Savarese. "A Behavioral Approach to Visual Navigation with Graph Localization Networks". In Robotics Science and Systems (RSS), 2019. (2019)
Robotics Science and Systems
B. Zhang, J. Niebles, and A. Soto. "Interpretable Visual Question Answering by Visual Grounding from Automatic Attention Annotations". In Winter Conference on Applications of Computer Vision (WACV), 2019. (2019)
Winter Conference on Applications of Computer Vision (WACV)
Peralta B., Saavedra A., Caro L., Soto A. (2019)
Entropy 21 2 190
G. Sepulveda, J. Niebles, A. Soto. "A Deep Learning Based Behavioral Approach to Indoor Autonomous Navigation". In International Conference on Robotics and Automation (ICRA), (2018)
International Conference on Robotics and Automation (ICRA)
Zang, X.; Vázquez, M.; Niebles, J.; Soto, A.; and Savarese. "Behavioral Indoor Navigation With Natural Language Directions". Human Robot Interfaces (HRI), 2018. (2018)
Human Robot Interfaces
Messina P., Domínguez V., Parra D., Trattner C. and Soto A. (2018)
User Modeling and User-Adapted Interaction
J. Ji, S. Buch, JC NieblesA. Soto, A. [End-to-End Joint Semantic Segmentation of Actors and Actions in Video". In European Conference on Computer Vision (ECCV) 2018. (2018)
European Conference on Computer Vision (ECCV)
X. Zang, A. Pokle, K. Chen, M. Vazquez, J. Niebles, A. Soto, and S. Savaresse. "Translating Navigation Instructions in Natural Language to a High-Level Plan for Behavioral Robot Navigation". In Empirical Methods in Natural Language Processing (EMNLP), 2018. (2018)
Empirical Methods in Natural Language Processing (EMNLP)
Puelma T., Araus V., Canales J., Vidal E.A., Cabello J.M., Soto A. and Gutiérrez R.A. (2017)
Bioinformatics 33 5 760-761
Lillo I., Niebles J.C. and Soto A. (2017)
Image and Vision Computing 59 63-75
A Hierarchical Pose-Based Approach to Complex Action Understanding Using Dictionaries of ActionletsMotion Poselets. Lillo, I.; Niebles, J.; and Soto, A. In CVPR, 2016. (2016)
IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016
Peralta B., Caro A. and Soto A. (2016)
Pattern Recognition Letters 80 52-57
Lobel H., Vidal R. and Soto A. (2015)
IEEE Transactions on Pattern Analysis and Machine Intelligence 37 11 2218-2231
(2015)
Proceedings of the ACM Conference in Recommender Systems 2015
Ruz, C. ; Pieringer, C. ; Peralta, B. ; Lillo, I. ; Espinace, P. ; Gonzalez, R. ; Wendt, B. ; Mery, D.; Soto, A. (2015): Visual Recognition to AccessAnalyze People Density and Flow Patterns in Indoor Environments. IEEE Winter Conference on Applications of Computer Vision (WACV 2015). (2015)
Proceedings of the IEEE Winter Conference on Applications of Computer Vision (WACV 2015).
Peralta B. and Soto A. (2014)
Information Sciences 269 176-187
Pichara K. and Soto A. (2014)
Intelligent Data Analysis
Mery D., Pedreschi F. and Soto A. (2013)
Food and Bioprocess Technology 6 8 2093-2108
Peralta B., Espinace P. and Soto A. (2013)
Intelligent Data Analysis 17 6 1023-1039
Hierarchical Joint Max-Margin Learning of MidTop Level Representations for Visual Recognition. Lobel, H.; Vidal, R.; and Soto, A. In IEEE International Conference on Computer Vision (ICCV), 2013. (2013)
IEEE International Conference on Computer Vision (ICCV)
2.Alfaro, A.; Mery, D.; Soto, A. (2013): Human Action Recognition from Inter-Temporal Dictionaries of Key-Sequences. In Proceedings of 6th Pacific-Rim Symposium on Image and Video Technology (PSIVT2013), Guanajuato, Mexico, Oct.28-Nov.01. (2013)
Proceedings of 6th Pacific-Rim Symposium on Image and Video Technology (PSIVT2013)
Espinace P., Kollar T., Roy N. and Soto A. (2013)
Robotics and Autonomous Systems 61 9 932-947
1.Löbel, H.; Soto, A.; Vidal, R.; Mery, D.; Soto, A. (2013): Joint DictionaryClassifier learning for Categorization of Images using a Max-margin Framework. In Proceedings of 6th Pacific-Rim Symposium on Image and Video Technology (PSIVT2013), Guanajuato, Mexico, Oct.28-Nov.01. Best Student Paper Award (2013)
Proceedings of 6th Pacific-Rim Symposium on Image and Video Technology (PSIVT2013)
(2012)
British Machine Vision Conference, BMVC, 2012
Puelma T., Gutiérrez R. and Soto A. (2012)
Bioinformatics
Pieringer, C.; Mery, D.; Soto. A. (2012): Head Modeling Using Multiple-views. 4rd Chilean Workshop on Pattern Recognition (CWPR 2011), Valparaiso, Nov 15-18. (2012)
Caro L., Correa J., Espinace P., Langdon D., Maturana D., Mitnik R., Montabone S., Pszczolkowski S., Araneda A., Mery D., Torres M. and Soto A. (2012)
Journal of Intelligent & Robotic Systems 66 1-2 151-165
Pichara K. and Soto A. (2011)
Intelligent Data Analysis 15 2 151-171
Mery D., Lillo I., Loebel H., Riffo V., Soto A.,
Cipriano A. and Aguilera J.M. (2011)
Journal of Food Engineering 105 3 485-492
Correa J. and Soto A. (2010)
Journal of Intelligent & Robotic Systems 58 3-4 339-354
Montabone S. and Soto A. (2010)
Image and Vision Computing 28 3 391-402
Mery D. , Chanona-Pérez J.J., Soto A., Aguilera J.M.,
Cipriano A., Veléz-Rivera N., Arzate-Vázquez I. and Gutiérrez-López G.F. (2010)
Journal of Food Engineering 101 357-364
P. Espinace, T. Kollar, A. Soto, N. Roy, "Indoor Scene Recognition Through Object Detection". Proc. of IEEE International Conference on Robotics and Automation (ICRA), 2010. (2010)
Proc. of IEEE International Conference on Robotics and Automation (ICRA), 2010
Mitnik R., Recabarren M., Nussbaum M. and Soto A. (2009)
Computers & Education 53 2 330-342
Mitnik R., Nussbaum M. and Soto A. (2008)
Autonomous Robots 25 4 367-382
P. Espinace, A. Soto, M. Torres-Torriti. Real-Time Robot Localization In Indoor Environments Using Structural Information. Proceedings of the IEEE Latin American Robotics Symposium, Salvador, Brasil, Oct. 24-31, 2008. (2008)
Proc. IEEE Latin American Robotics Symposium 6
Cansado A. and Soto A. (2008)
Applied Artificial Intelligence 22 4 309 - 330
Espinace P., Langdon D. and Soto A. (2008)
Robotics and Autonomous Systems 56 6 538-548
Araneda A., Fienberg S. E. and Soto A. (2007)
Annals of Applied Statistics 1 1 66-84
Soto A., Zavala F. and Araneda A. (2007)
Cybernetics and Systems 38 2 123-139
Urtubia A., Pérez-Correa J.R., Soto A. and Pszczolkowski P. (2007)
Food Control 18 12 1512-1517
A. Soto, P. Espinace, and R. Mitnik, A Mobile Robotics Course for Undergraduate Students in Computer Science. IEEE Latin American Robotics Symposium, Chile, 2006. (2006)
IEEE Latin American Robotics Symposium
Langdon D., Soto A., Mery D. (2006)
Lecture Notes in Computer Science 4319 601-610
Alvaro Soto (2005) Self Adaptive Particle Filter IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30-August 5, 2005, pp. 1398-1406 (2005)
pp. 1398-1406
Soto A. (2004)
Lecture Notes in Artificial Intelligence 3040 47-56
A. Soto, A. Cansado, and F. Zavala (2004) Detection of Rare Objects in Massive Astrophysical Data Sets Using Innovative Knowledge Discovery Technology Astronomical Data Analysis Software & Systems Conference Series, ADASS (2004)
Mitnik R., Nussbaum M., Soto A. (2004)
Lecture Notes in Artificial Intelligence 3315 912-921
Araneda A., Soto A. (2004)
Lecture Notes in Artificial Intelligence 3315 545-554
"A. Soto (2003) ""A Method to Adaptively Propagate the Set of Samples Used by Particle Filters"". Proceedings of the 10th Conference of the Spanish Association for Artificial Intelligence (CAEPIA 2003), vol. 1, pp. 375-384, San Sebastian, Spain, Nov. , 2003" (2003)
1 pp. 375-384,
Soto A., Khosla P. (2003)
Lecture Notes in Artificial Intelligence 2821 421-435
Soto A., Khosla P. (2003)
Lecture Notes in Computer Science 2614 66-83
"A. Soto (2002) “A Probabilistic Approach for the Adaptive Integration of Multiple Visual Cues Using an Agent Framework”. Robotics Institute, Carnegie Mellon University, Tech Report CMU-RI-TR-02-30" (2002)
"A. SotoP. Khosla (2002) “Probabilistic Adaptive Agent Based System for Dynamic State Estimation Using Multiple Visual Cues"" ”ARS — Advanced Robotics Series. Eds. Alexander Zelinsky and Bruno Siciliano, Springer Verlag: 2002." (2002)
Cipriano A., Guarini M., Vidal, R., Soto A., Sepúlveda C., Mery D., Briseño H. (1998)
Minerals Engineering 11 6 489-499