D
Daniele Nardi
Researcher at Sapienza University of Rome
Publications - 382
Citations - 18489
Daniele Nardi is an academic researcher from Sapienza University of Rome. The author has contributed to research in topics: Robot & Mobile robot. The author has an hindex of 47, co-authored 364 publications receiving 17602 citations. Previous affiliations of Daniele Nardi include University of Wisconsin–Milwaukee & Selex ES.
Papers
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Journal ArticleDOI
A self-interpretable module for deep image classification on small data
TL;DR: Memory Wrap as discussed by the authors adopts a sparse content-attention mechanism between the input and some memories of past training samples to improve the interpretability of deep learning models in settings where few data are available.
Multi Robot Perception and Action: World Modeling and Task Allocation
TL;DR: This paper attempts to highlight some common aspects of the robotic and AI literature on multi-robot systems by surveying the most recent works in such an area by focusing on works that deal with the problem of coordinating a team of autonomous robots perceiving the world and acting in it to carry out a common task.
Book ChapterDOI
Unsupervised Pose Estimation by Means of an Innovative Vision Transformer
Nicolo' Brandizzi,Andrea Fanti,R. Gallotta,Samuele Russo,Luca Iocchi,Daniele Nardi,Christian Napoli +6 more
Benchmarking Speech Understanding in Service Robotics.
Andrea Vanzo,Luca Iocchi,Daniele Nardi,Raphael Memmesheimer,Dietrich Paulus,Iryna Ivanovska,Gerhard K. Kraetzschmar +6 more
TL;DR: The implementation and the results of a functional benchmark for speech understanding in service robotics that has been developed and tested in the context of different robot competitions: RoboCup@Home, RoCKIn@Home and within the European Robotics League on Service Robots are described.