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Hans Lobel
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GDXray: The database of X-ray images for nondestructive testing
D Mery, V Riffo, U Zscherpel, G Mondragón, I Lillo, I Zuccar, H Lobel, ...
Journal of Nondestructive Evaluation 34 (4), 1-12, 2015
4442015
Automated fish bone detection using X-ray imaging
D Mery, I Lillo, H Loebel, V Riffo, A Soto, A Cipriano, JM Aguilera
Journal of Food Engineering 105 (3), 485-492, 2011
1442011
Explaining subjective perceptions of public spaces as a function of the built environment: A massive data approach
T Rossetti, H Lobel, V Rocco, R Hurtubia
Landscape and Urban Planning 181, 169-178, 2019
1172019
Measuring heterogeneous perception of urban space with massive data and machine learning: An application to safety
T Ramírez, R Hurtubia, H Lobel, T Rossetti
Landscape and Urban Planning 208, 104002, 2021
582021
Automatic document screening of medical literature using word and text embeddings in an active learning setting
A Carvallo, D Parra, H Lobel, A Soto
Scientometrics 125 (3), 3047-3084, 2020
412020
Using Twitter to Infer User Satisfaction With Public Transport: The Case of Santiago, Chile
JT Méndez, H Lobel, D Parra, JC Herrera
IEEE Access 7, 60255-60263, 2019
272019
Learning shared, discriminative, and compact representations for visual recognition
H Lobel, R Vidal, A Soto
IEEE transactions on pattern analysis and machine intelligence 37 (11), 2218 …, 2015
202015
Joint dictionary and classifier learning for categorization of images using a max-margin framework
H Lobel, R Vidal, D Mery, A Soto
Pacific-Rim Symposium on Image and Video Technology, 87-98, 2013
172013
Hierarchical joint max-margin learning of mid and top level representations for visual recognition
H Lobel, R Vidal, A Soto
Proceedings of the IEEE International Conference on Computer Vision, 1697-1704, 2013
162013
Overcoming catastrophic forgetting using sparse coding and meta learning
J Hurtado, H Lobel, A Soto
IEEE Access 9, 88279-88290, 2021
102021
Forecasting copper electrorefining cathode rejection by means of recurrent neural networks with attention mechanism
PP Correa, A Cipriano, F Nuñez, JC Salas, H Lobel
IEEE Access 9, 79080-79088, 2021
82021
PUC Chile team at Caption Prediction: ResNet visual encoding and caption classification with Parametric ReLU.
V Castro, P Pino, D Parra, H Lobel
CLEF (Working Notes), 1174-1183, 2021
82021
Failout: Achieving failure-resilient inference in distributed neural networks
A Yousefpour, BQ Nguyen, S Devic, G Wang, A Kreidieh, H Lobel, ...
arXiv preprint arXiv:2002.07386, 2020
72020
Automated detection of fish bones in salmon fillets using X-ray testing
D Mery, I Lillo, H Loebel, V Riffo, A Soto, A Cipriano, JM Aguilera
2010 Fourth Pacific-Rim Symposium on Image and Video Technology, 46-51, 2010
72010
PUC Chile team at VQA-Med 2021: approaching VQA as a classification task via fine-tuning a pretrained CNN.
R Schilling, P Messina, D Parra, H Löbel
CLEF (Working Notes), 1346-1351, 2021
62021
ResiliNet: Failure-Resilient Inference in Distributed Neural Networks
A Yousefpour, BQ Nguyen, S Devic, G Wang, A Kreidieh, H Lobel, ...
arXiv preprint arXiv:2002.07386, 2020
52020
CompactNets: Compact Hierarchical Compositional Networks for Visual Recognition
H Lobel, R Vidal, A Soto
Computer Vision and Image Understanding 191, 102841, 2020
52020
Classifying Drivers' Behavior in Public Transport using Inertial Measurement Units and Decision Trees
H Catalán, H Lobel, JC Herrera
21st International Conference on Intelligent Transportation Systems (ITSC …, 2018
52018
An automatic methodology to measure drivers’ behavior in public transport
H Catalán, H Lobel, JC Herrera
Journal of Intelligent Transportation Systems 28 (2), 237-251, 2024
42024
Learning to cluster urban areas: two competitive approaches and an empirical validation
C Vera, F Lucchini, N Bro, M Mendoza, H Löbel, F Gutiérrez, J Dimter, ...
EPJ Data Science 11 (1), 62, 2022
22022
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Articles 1–20