Publications

Dennunzio, Alberto; Formenti, Enrico; Grinberg, Darij; Margara, Luciano, Dynamical behavior of additive cellular automata over finite abelian groups, «THEORETICAL COMPUTER SCIENCE», 2020, 843, pp. 45 - 56 [Scientific article]

Macaluso, Antonio; Clissa, Luca; Lodi, Stefano; Sartori, Claudio, A Variational Algorithm for Quantum Neural Networks, in: Computational Science – ICCS 2020, «LECTURE NOTES IN COMPUTER SCIENCE», 2020, 12142, pp. 591 - 604 (atti di: International Conference on Computational Science 2020, Amsterdam, The Netherlands, 3-5 June, 2020) [Contribution to conference proceedings] Open Access

Alberto Dennunzio; Enrico Formenti; Darij Grinberg; Luciano Margara, From Linear to Additive Cellular Automata, in: 47th International Colloquium on Automata, Languages, and Programming (ICALP 2020), «LEIBNIZ INTERNATIONAL PROCEEDINGS IN INFORMATICS», 2020, pp. 1 - 13 (atti di: ICALP 2020, Saarbrücken, Germany, July 8-11, 2020) [Contribution to conference proceedings] Open Access

Cascarano P.; Corsini F.; Gandolfi S.; Loli Piccolomini E.; Mandanici E.; Tavasci L.; Zama F., Super-resolution of thermal images using an automatic total variation based method, «REMOTE SENSING», 2020, 12, pp. 1 - 18 [Scientific article] Open Access

Prasad, Rohit; Das, Satyajit; Martin, Kevin J. M.; Tagliavini, Giuseppe; Coussy, Philippe; Benini, Luca; Rossi, Davide, TRANSPIRE: An energy-efficient TRANSprecision floating-point Programmable archItectuRE, in: 2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), Institute of Electrical and Electronics Engineers Inc. (IEEE), «PROCEEDINGS DESIGN, AUTOMATION, AND TEST IN EUROPE CONFERENCE AND EXHIBITION», 2020, pp. 1067 - 1072 (atti di: 23rd Design, Automation and Test in Europe Conference and Exhibition, DATE 2020, Grenoble, France, 9-13 March 2020) [Contribution to conference proceedings] Open Access

Garofalo, Angelo; Tagliavini, Giuseppe; Conti, Francesco; Rossi, Davide; Benini, Luca, XpulpNN: Accelerating Quantized Neural Networks on RISC-V Processors Through ISA Extensions, in: 2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), Institute of Electrical and Electronics Engineers Inc. (IEEE), 2020, pp. 186 - 191 (atti di: Design, Automation and Test in Europe Conference and Exhibition, DATE 2020, Grenoble, France, 9-13 March 2020) [Contribution to conference proceedings] Open Access

M. Prandini, F. Callegati, Rete e servizi: tra criticità e scenari futuri, «POLIS», 2020, 2, pp. 171 - 180 [Scientific article] Open Access

Tosi, Fabio; Rocca, Matteo; Aleotti, Filippo; Poggi, Matteo; Mattoccia, Stefano; Tauro, Flavia; Toth, Elena; Grimaldi, Salvatore, Enabling Image-Based Streamflow Monitoring at the Edge, «REMOTE SENSING», 2020, 12, pp. 1 - 18 [Scientific article] Open Access

Cesarini, Daniele; Bartolini, Andrea; Borghesi, Andrea; Cavazzoni, Carlo; Luisier, Mathieu; Benini, Luca, Countdown Slack: A Run-Time Library to Reduce Energy Footprint in Large-Scale MPI Applications, «IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS», 2020, 31, pp. 2696 - 2709 [Scientific article] Open Access

Poggi, Matteo; Tosi, Fabio; Mattoccia, Stefano, Good cues to learn from scratch a confidence measure for passive depth sensors, «IEEE SENSORS JOURNAL», 2020, 20, pp. 13533 - 13541 [Scientific article] Open Access

Aivazidou, E., Cunico, G., E. Mollona., Beyond the EU Structural Funds’ Absorption Rate: How Do Regions Really Perform?, «ECONOMIES», 2020, 8, pp. 3 - 24 [Scientific article] Open Access

Belli D.; Chessa S.; Foschini L.; Girolami M., A Probabilistic Model for the Deployment of Human-Enabled Edge Computing in Massive Sensing Scenarios, «IEEE INTERNET OF THINGS JOURNAL», 2020, 7, pp. 2421 - 2431 [Scientific article] Open Access

Belli D.; Chessa S.; Corradi A.; Foschini L.; Girolami M., Optimization strategies for the selection of mobile edges in hybrid crowdsensing architectures, «COMPUTER COMMUNICATIONS», 2020, 157, pp. 132 - 142 [Scientific article] Open Access

AL JAWARNEH ISAM MASHHOUR HASAN; Bellavista P.; Corradi A.; Foschini L.; Montanari R.; Berrocal J.; Murillo J.M., A Pre-Filtering Approach for Incorporating Contextual Information into Deep Learning Based Recommender Systems, «IEEE ACCESS», 2020, 8, pp. 40485 - 40498 [Scientific article] Open Access

Armir Bujari, Ombretta Gaggi, Claudio E. Palazzi, A mobile sensing and visualization platform for environmental data, «PERVASIVE AND MOBILE COMPUTING», 2020, 66, pp. 1 - 11 [Scientific article] Open Access

Bujari, Armir; Gaggi, Ombretta; Luglio, Michele; Palazzi, Claudio E.; Quadrio, Giacomo; Roseti, Cesare; Zampognaro, Francesco, Addressing the Bandwidth Demand of Immersive Applications Through NFV in a 5G Network, «MOBILE NETWORKS AND APPLICATIONS», 2020, 25, pp. 1114 - 1121 [Scientific article] Open Access

Patent 102020000016054, Method for determining the confidence of a disparity map through a self-adaptive learning of a neural network, and sensor system thereof.

F. Aleotti, M. Poggi, F. Tosi, S. Mattoccia, Learning end-to-end scene flow by distilling single tasks knowledge, in: Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), Palo Alto, California USA, AAAI Press, «PROCEEDINGS OF THE ... AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE», 2020, 34, pp. 10435 - 10442 (atti di: Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), New York, USA, February 7-12 2020) [Contribution to conference proceedings]

P. L. Dovesi, M. Poggi, L. Andraghetti, M. Martí, H. Kjellström, A. Pieropan, S. Mattoccia, Real-Time Semantic Stereo Matching, in: 2020 IEEE International Conference on Robotics and Automation (ICRA), IEEE, 2020, pp. 10780 - 10787 (atti di: International Conference on Robotics and Automation (ICRA 2020), Paris, France, 31 May 2020 - 31 August 2020) [Contribution to conference proceedings] Open Access

M. Poggi, F. Aleotti, F. Tosi, S. Mattoccia, On the Uncertainty of Self-Supervised Monocular Depth Estimation, in: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), IEEE/CVF, 2020, pp. 3224 - 3234 (atti di: Conference on Computer Vision and Pattern Recognition (CVPR), 2020, Seattle, Washington, USA, 13-19 June 2020) [Contribution to conference proceedings] Open Access