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17 p, 2.6 MB |
On offline evaluation of vision-based driving models
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Codevilla Moraes, Felipe (Centre de Visió per Computador (Bellaterra, Catalunya)) ;
López Peña, Antonio M. (Centre de Visió per Computador (Bellaterra, Catalunya)) ;
Koltun, Vladlen (Intel Corporation) ;
Dosovitskiy, Alexey (Intel Labs)
Autonomous driving models should ideally be evaluated by deploying them on a fleet of physical vehicles in the real world. Unfortunately, this approach is not practical for the vast majority of researchers. [...]
Cham, Switzerland: Springer, 2018 (Lecture Notes in Computer Science book series (LNCS) ; 11219) -  10.1007/978-3-030-01267-0_15
Computer Vision - ECCV 2018, 2018, p. 246-262
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11 p, 519.8 KB |
Computational Investigation on the Thermodynamics of H2CO + NH2 → NH2CHO + H on Interstellar Water Ice Surfaces
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Martínez-Bachs, Berta (Universitat Autònoma de Barcelona. Departament de Química) ;
Rimola, Albert (Universitat Autònoma de Barcelona. Departament de Química)
Formamide has a key role in prebiotic chemistry as it is the simplest molecule containing the four most important atoms from a biological point of view: hydrogen, carbon, nitrogen and oxygen. Due to its importance, the formation of this molecule has been studied and different pathways have been considered both in gas-phase and on ices of dust grains since it was first detected. [...]
Cham, Switzerland: Springer, 2021 (Lecture Notes in Computer Science book series (LNCS) ; 12953) - 10.1007/978-3-030-86976-2_45
Computational Science and Its Applications - ICCSA 2021, 2021, p. 658-666
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12 p, 634.6 KB |
Ab initio Calculation of Binding Energies of Interstellar Sulphur-Containing Species on Crystalline Water Ice Models
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Perrero, Jessica (Universitat Autònoma de Barcelona. Departament de Química) ;
Rimola, Albert (Universitat Autònoma de Barcelona. Departament de Química) ;
Corno, Marta (Università degli Studi di Torino. Dipartimento di Chimica) ;
Ugliengo, Piero (Università degli Studi di Torino. Dipartimento di Chimica)
There are different environments in the interstellar medium (ISM), depending on the density, temperature and chemical composition. Among them, molecular clouds, often referred to as the cradle of stars, are paradigmatic environments relative to the chemical diversity and complexity in space. [...]
Cham, Switzerland: Springer, 2021 (Lecture Notes in Computer Science book series (LNCS) ; 12953) - 10.1007/978-3-030-86976-2_41
Computational Science and Its Applications - ICCSA 2021, 2021, p. 608-619
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9 p, 5.7 MB |
Data Augmentation from Sketch
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Gil, Debora (Centre de Visió per Computador (Bellaterra, Catalunya)) ;
Esteban Lansaque, Antonio (Centre de Visió per Computador (Bellaterra, Catalunya)) ;
Stefaniga, Sebastian (West University of Timisoara) ;
Gaianu, Mihail (West University of Timisoara) ;
Sánchez Ramos, Carles (Centre de Visió per Computador (Bellaterra, Catalunya)) ;
Universitat Autònoma de Barcelona
State of the art machine learning methods need huge amounts of data with unambiguous annotations for their training. In the context of medical imaging this is, in general, a very difficult task due to limited access to clinical data, the time required for manual annotations and variability across experts. [...]
Cham, Switzerland: Springer, 2019 (Lecture Notes in Computer Science book series (LNCS) ; 11840) - 10.1007/978-3-030-32689-0_16
Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures, 2019, p. 155-162
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11 p, 652.1 KB |
Image-Based Bronchial Anatomy Codification for Biopsy Guiding in Video Bronchoscopy
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Ramírez, Esmitt (Centre de Visió per Computador (Bellaterra, Catalunya)) ;
Sánchez Ramos, Carles (Centre de Visió per Computador (Bellaterra, Catalunya)) ;
Borràs, Agnés (Centre de Visió per Computador (Bellaterra, Catalunya)) ;
Diez-Ferrer, Marta (Hospital Universitari de Bellvitge) ;
Rosell, Antoni (Hospital Universitari de Bellvitge) ;
Gil, Debora (Centre de Visió per Computador (Bellaterra, Catalunya)) ;
Universitat Autònoma de Barcelona
Bronchoscopy examinations allow biopsy of pulmonary nodules with minimum risk for the patient. Even for experienced bronchoscopists, it is difficult to guide the bronchoscope to most distal lesions and obtain an accurate diagnosis. [...]
Cham, Switzerland: Springer, 2018 (Lecture Notes in Computer Science book series (LNCS) ; 11041) - 10.1007/978-3-030-01201-4_23
OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, and Skin Image Analysis, 2018, p. 214-222
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15 p, 504.2 KB |
An architecture for establishing legal semantic workflows in the context of integrated law enforcement
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Stumptner, Markus (University of South Australia) ;
Mayer, Wolfgang (University of South Australia) ;
Grossmann, Georg (University of South Australia) ;
Liu, Jixue (University of South Australia) ;
Li, Wenhao (University of South Australia) ;
Casanovas, Pompeu (Universitat Autònoma de Barcelona) ;
De Koker, Louis (La Trobe University) ;
Mendelson, Danuta (Deakin University) ;
Watts, David (La Trobe University) ;
Bainbridge, Bridget (La Trobe University)
Traditionally the integration of data from multiple sources is done on an ad-hoc basis for each to "silos" that prevent sharing data across different agencies or tasks, and is unable to cope with the modern environment, where workflows, tasks, and priorities frequently change. [...]
Springer 2018 (Lecture Notes in Computer Science book series (LNCS) ; 10791) - 10.1007/978-3-030-00178-0_8
AI Approaches to the Complexity of Legal Systems. AICOL 2015, AICOL 2016, AICOL 2016, AICOL 2017, AICOL 2017, 2018, p. 124-139
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8 p, 1016.0 KB |
Integral privacy
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Torra i Reventós, Vicenç (Högskolan i Skövde. School of Informatics) ;
Navarro-Arribas, Guillermo (Universitat Autònoma de Barcelona. Departament d'Enginyeria de la Informació i de les Comunicacions)
When considering data provenance some problems arise from the need to safely handle provenance related functionality. If some modifications have to be performed in a data set due to provenance related requirements, e. [...]
Cham: Springer, 2016 (Lecture Notes in Computer Science book series (LNCS) ; 10052) - 10.1007/978-3-319-48965-0_44
Cryptology and Network Security: 15th International Conference, CANS 2016, Milan, Italy, November 14-16, 2016, Proceedings, 2016, p. 661-669
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8 p, 1.5 MB |
Onion routing in deterministic delay tolerant networks
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Antunez-Veas, Adrian (Universitat Autònoma de Barcelona. Departament d'Enginyeria de la Informació i de les Comunicacions) ;
Navarro-Arribas, Guillermo (Universitat Autònoma de Barcelona. Departament d'Enginyeria de la Informació i de les Comunicacions)
Deterministic DTNs are networks where the behavior is known in advance or where a repetitive action occurs over time like in public transportation networks. This work proposes the application of an onion routing approach to deterministic DTNs to achieve anonymous communications. [...]
Cham, Switzerland: Springer, 2016 (Lecture Notes in Computer Science book series (LNCS) ; 9482) - 10.1007/978-3-319-30303-1_21
Foundations and Practice of Security: 8th International Symposium, FPS 2015, Clermont-Ferrand, France, October 26-28, 2015, Revised Selected Papers, 2016, p. 303-310
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