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Publication search results
found 222 matches
- 2024
- Elias P. Medeiros, Marcos Roberto Machado, Emannuel Diego G. de Freitas, Daniel Santos da Silva, Renato William R. de Souza:
Applications of machine learning algorithms to support COVID-19 diagnosis using X-rays data information. Expert Syst. Appl. 238(Part B): 122029 (2024) - Luuk H. Boulogne, Julian Lorenz, Daniel Kienzle, Robin Schön, Katja Ludwig, Rainer Lienhart, Simon Jégou, Guang Li, Cong Chen, Qi Wang, Derik Shi, Mayug Maniparambil, Dominik Müller, Silvan Mertes, Niklas Schröter, Fabio Hellmann, Miriam Elia, Ine Dirks, Matías Nicolás Bossa, Abel Díaz Berenguer, Tanmoy Mukherjee, Jef Vandemeulebroucke, Hichem Sahli, Nikos Deligiannis, Panagiotis Gonidakis, Ngoc Dung Huynh, Imran Razzak, Mohamed Reda Bouadjenek, Mario Verdicchio, Pasquale Borrelli, Marco Aiello, James A. Meakin, Alexander Lemm, Christoph Russ, Razvan Ionasec, Nikos Paragios, Bram van Ginneken, Marie-Pierre Revel:
The STOIC2021 COVID-19 AI challenge: Applying reusable training methodologies to private data. Medical Image Anal. 97: 103230 (2024) - Elia Peruzzo, Enver Sangineto, Yahui Liu, Marco De Nadai, Wei Bi, Bruno Lepri, Nicu Sebe:
Spatial entropy as an inductive bias for vision transformers. Mach. Learn. 113(9): 6945-6975 (2024) - Ada Fort, Elia Landi, Riccardo Moretti, Marco Mugnaini, Consolatina Liguori, Vincenzo Paciello, Salvatore Dello Iacono:
Influence of Front-End Electronics on Metrological Performance of QCM Systems. Sensors 24(11): 3401 (2024) - Jason Ansel, Edward Z. Yang, Horace He, Natalia Gimelshein, Animesh Jain, Michael Voznesensky, Bin Bao, Peter Bell, David Berard, Evgeni Burovski, Geeta Chauhan, Anjali Chourdia, Will Constable, Alban Desmaison, Zachary DeVito, Elias Ellison, Will Feng, Jiong Gong, Michael Gschwind, Brian Hirsh, Sherlock Huang, Kshiteej Kalambarkar, Laurent Kirsch, Michael Lazos, Mario Lezcano, Yanbo Liang, Jason Liang, Yinghai Lu, C. K. Luk, Bert Maher, Yunjie Pan, Christian Puhrsch, Matthias Reso, Mark Saroufim, Marcos Yukio Siraichi, Helen Suk, Shunting Zhang, Michael Suo, Phil Tillet, Xu Zhao, Eikan Wang, Keren Zhou, Richard Zou, Xiaodong Wang, Ajit Mathews, William Wen, Gregory Chanan, Peng Wu, Soumith Chintala:
PyTorch 2: Faster Machine Learning Through Dynamic Python Bytecode Transformation and Graph Compilation. ASPLOS (2) 2024: 929-947 - Ada Fort, Elia Landi, Riccardo Moretti, Marco Mugnaini, Consolatina Liguori, Vincenzo Paciello, Salvatore Dello Iacono:
QCM measurement systems: Problems and performance analysis. I2MTC 2024: 1-6 - Alessandro Buratto, Elia Guerra, Marco Miozzo, Paolo Dini, Leonardo Badia:
Energy Minimization for Participatory Federated Learning in IoT Analyzed via Game Theory. ICAIIC 2024: 249-254 - Giulia Rosemary Avis, Fabio D'Adda, David Chieregato, Elia Guarnieri, Maria Meliante, Andrea Primo Pierotti, Marco Cremaschi:
A Neural Network for Automatic Handwriting Extraction and Recognition in Psychodiagnostic Questionnaires. ICT4AWE 2024: 140-151 - Martijn de Vos, Akash Dhasade, Paolo Dini, Elia Guerra, Anne-Marie Kermarrec, Marco Miozzo, Rafael Pires, Rishi Sharma:
Energy-Aware Decentralized Learning with Intermittent Model Training. IPDPS (Workshops) 2024: 1172-1174 - Guido Di Patrizio Stanchieri, Andrea De Marcellis, Marco Faccio, Elia Palange, Michele Gabrio Antonelli, Pierluigi Beomonte Zobel:
A Current-Mode Analog-Front-End for Capacitance-to-Voltage Conversion of Length Transducers in Pneumatic Artificial Muscles. LASCAS 2024: 1-5 - Elia Landi, Tommaso Lisini Baldi, Riccardo Moretti, J. Papenbrock, Marco Mugnaini, Domenico Prattichizzo, Ada Fort:
A Method for Sensing Passive Joints of Robotic Extra Fingers for Trajectory Tracking. MetroInd4.0 & IoT 2024: 562-567 - Suhaib Mujahid, Diego Elias Costa, Marco Castelluccio:
Predicting the Impact of Crashes Across Release Channels. MSR 2024: 138-139 - Suhaib Mujahid, Diego Elias Costa, Marco Castelluccio:
Predicting the Impact of Crashes Across Release Channels. CoRR abs/2401.13667 (2024) - Akash Dhasade, Paolo Dini, Elia Guerra, Anne-Marie Kermarrec, Marco Miozzo, Rafael Pires, Rishi Sharma, Martijn de Vos:
Energy-Aware Decentralized Learning with Intermittent Model Training. CoRR abs/2407.01283 (2024) - 2023
- Suam Kim, Philipp Rebmann, Phuong Hien Tran, Elias Kellner, Marco Reisert, David Steybe, Jörg Bayer, Fabian Bamberg, Elmar Kotter, Maximilian Frederik Russe:
Multiclass datasets expand neural network utility: an example on ankle radiographs. Int. J. Comput. Assist. Radiol. Surg. 18(5): 819-826 (2023) - Elia Vangi, Giovanni D'Amico, Saverio Francini, Costanza Borghi, Francesca Giannetti, Piermaria Corona, Marco Marchetti, Davide Travaglini, Guido Pellis, Marina Vitullo, Gherardo Chirici:
Large-scale high-resolution yearly modeling of forest growing stock volume and above-ground carbon pool. Environ. Model. Softw. 159: 105580 (2023) - J. Weston Hughes, James E. Tooley, Jessica Torres Soto, Anna Ostropolets, Tim Poterucha, Matthew Christensen, Neal Yuan, Ben Ehlert, Dhamanpreet Kaur, Guson Kang, Albert J. Rogers, Sanjiv M. Narayan, Pierre Elias, David Ouyang, Euan A. Ashley, James Zou, Marco V. Perez:
A deep learning-based electrocardiogram risk score for long term cardiovascular death and disease. npj Digit. Medicine 6 (2023) - Elia Guerra, Francesc Wilhelmi, Marco Miozzo, Paolo Dini:
The Cost of Training Machine Learning Models Over Distributed Data Sources. IEEE Open J. Commun. Soc. 4: 1111-1126 (2023) - Tim Salzmann, Elia Kaufmann, Jon Arrizabalaga, Marco Pavone, Davide Scaramuzza, Markus Ryll:
Real-Time Neural MPC: Deep Learning Model Predictive Control for Quadrotors and Agile Robotic Platforms. IEEE Robotics Autom. Lett. 8(4): 2397-2404 (2023) - Lorenzo Parri, Marco Tani, David Baldo, Stefano Parrino, Elia Landi, Marco Mugnaini, Ada Fort:
A Distributed IoT Air Quality Measurement System for High-Risk Workplace Safety Enhancement. Sensors 23(11): 5060 (2023) - Marco Arcani, Elio Conte, Omar Del Monte, Alessandra Frassati, Andrea Grana, Cesare Guaita, Domenico Liguori, Altea Renata Maria Nemolato, Daniele Pigato, Elia Rubino:
The Astroparticle Detectors Array - An Educational Project in Cosmic Ray Physics. Symmetry 15(2): 294 (2023) - David Massimo, Elias Ganthaler, Attaullah Buriro, Francesco Barile, Marco Moraschini, Anton Dignös, Thomas Villgrattner, Angelika Peer, Francesco Ricci:
Estimation of Mass and Lengths of Sintered Workpieces Using Machine Learning Models. IEEE Trans. Instrum. Meas. 72: 1-14 (2023) - Marco D'Elia, Irene Finocchi, Maurizio Patrignani:
Clique-TF-IDF: A New Partitioning Framework Based on Dense Substructures. AI*IA 2023: 396-410 - Guido Di Patrizio Stanchieri, Andrea De Marcellis, Marco Faccio, Elia Palange, Mario Di Ferdinando, Stefano Di Gennaro, Pierdomenico Pepe:
On the FPGA-Based Hardware Implementation of Digital Glucose Regulators for Type 2 Diabetic Patients. CBMS 2023: 802-805 - Elia Guerra, Marco Miozzo, Paolo Dini:
Fully Decentralized Client Selection for Energy-Efficient Federated Learning. DASC/PiCom/CBDCom/CyberSciTech 2023: 595-601 - Vasileios Perifanis, Nikolaos Pavlidis, Selim F. Yilmaz, Francesc Wilhelmi, Elia Guerra, Marco Miozzo, Pavlos S. Efraimidis, Paolo Dini, Remous-Aris Koutsiamanis:
Towards Energy-Aware Federated Traffic Prediction for Cellular Networks. FMEC 2023: 93-100 - Eugenio Cuniato, Christian Geckeler, Maximilian Brunner, Dario Strübin, Elia Bähler, Fabian Ospelt, Marco Tognon, Stefano Mintchev, Roland Siegwart:
Design and Control of a Micro Overactuated Aerial Robot with an Origami Delta Manipulator. ICRA 2023: 5352-5358 - Elia Leoni, Anas Osman, Andrea Steccanella, Pierpaolo Gonnella, Marco Darin, Amy L. Murphy, Elisabetta Farella:
Validating Vehicular Localization Indoor using UWB: Challenges and Solutions. IWASI 2023: 27-32 - Paulo A. I. Pontes, Lúcio Leandro Cruz De Oliveira, Dilma Do S. M. De Souza, Fernando Augusto Ribeiro Costa, Fernanda Chocron Miranda, Mariane Eliasquevici, Marcos César da Rocha Seruffo:
ChaGame: A Serious Game for Educational Information About Chagas Disease in the Brazilian Amazon. IWCMC 2023: 357-362 - Elias José De Rezende Freitas, Marcos Prado Guimarães, João Vitor Ramos, Carlos Dias Da Silva Júnior:
A Robotics Club in High School: an experience report. LARS/SBR/WRE 2023: 683-688
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