Search Results for author: Daniele Moro

Found 4 papers, 2 papers with code

rrSDS: Towards a Robot-ready Spoken Dialogue System

no code implementations SIGDIAL (ACL) 2020 Casey Kennington, Daniele Moro, Lucas Marchand, Jake Carns, David McNeill

Spoken interaction with a physical robot requires a dialogue system that is modular, multimodal, distributive, incremental and temporally aligned.

MobileNetV4 - Universal Models for the Mobile Ecosystem

2 code implementations16 Apr 2024 Danfeng Qin, Chas Leichner, Manolis Delakis, Marco Fornoni, Shixin Luo, Fan Yang, Weijun Wang, Colby Banbury, Chengxi Ye, Berkin Akin, Vaibhav Aggarwal, Tenghui Zhu, Daniele Moro, Andrew Howard

We present the latest generation of MobileNets, known as MobileNetV4 (MNv4), featuring universally efficient architecture designs for mobile devices.

Neural Architecture Search

Enabling Binary Neural Network Training on the Edge

2 code implementations8 Feb 2021 Erwei Wang, James J. Davis, Daniele Moro, Piotr Zielinski, Jia Jie Lim, Claudionor Coelho, Satrajit Chatterjee, Peter Y. K. Cheung, George A. Constantinides

The ever-growing computational demands of increasingly complex machine learning models frequently necessitate the use of powerful cloud-based infrastructure for their training.

Quantization

Composing and Embedding the Words-as-Classifiers Model of Grounded Semantics

no code implementations8 Nov 2019 Daniele Moro, Stacy Black, Casey Kennington

The words-as-classifiers model of grounded lexical semantics learns a semantic fitness score between physical entities and the words that are used to denote those entities.

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