Giovanni Motta

According to our database1, Giovanni Motta authored at least 37 papers between 1997 and 2023.

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Bibliography

2023
Online Model Compression for Federated Learning with Large Models.
Proceedings of the IEEE International Conference on Acoustics, 2023

The Gift of Feedback: Improving ASR Model Quality by Learning from User Corrections Through Federated Learning.
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022
Federated Pruning: Improving Neural Network Efficiency with Federated Learning.
Proceedings of the Interspeech 2022, 2022

Exploring Heterogeneous Characteristics of Layers in ASR Models for More Efficient Training.
Proceedings of the IEEE International Conference on Acoustics, 2022

Partial Variable Training for Efficient on-Device Federated Learning.
Proceedings of the IEEE International Conference on Acoustics, 2022

Enabling On-Device Training of Speech Recognition Models With Federated Dropout.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Training Speech Recognition Models with Federated Learning: A Quality/Cost Framework.
Proceedings of the IEEE International Conference on Acoustics, 2021

2020
Low-Rank Gradient Approximation for Memory-Efficient on-Device Training of Deep Neural Network.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Personalization of End-to-End Speech Recognition on Mobile Devices for Named Entities.
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

2018
Human-Driven Edge Computing and Communication: Part 2.
IEEE Commun. Mag., 2018

2017
Human-Driven Edge Computing and Communication: Part 1.
IEEE Commun. Mag., 2017

2012
Compression-Based Tools for Navigation with an Image Database.
Algorithms, 2012

2011
The iDUDE Framework for Grayscale Image Denoising.
IEEE Trans. Image Process., 2011

Applications of Compression to Content Based Image Retrieval and Object Recognition.
Proceedings of the First International Conference on Data Compression, 2011

2010
Shape recognition, with applications to a passive assistant.
Proceedings of the 3rd International Conference on Pervasive Technologies Related to Assistive Environments, 2010

A rotation and scale invariant descriptor for shape recognition.
Proceedings of the International Conference on Image Processing, 2010

Enhanced Adaptive Interpolation Filters for Video Coding.
Proceedings of the 2010 Data Compression Conference (DCC 2010), 2010

Shape Recognition Using Vector Quantization.
Proceedings of the 2010 Data Compression Conference (DCC 2010), 2010

Handbook of Data Compression (5. ed.).
Springer, ISBN: 978-1-84882-902-2, 2010

2008
Defect list compression.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

Multiresolution Rotation-Invariant Texture Classification Using Feature Extraction in the Frequency Domain and Vector Quantization.
Proceedings of the 2008 Data Compression Conference (DCC 2008), 2008

2007
Texture Classification Based on Discriminative Features Extracted in the Frequency Domain.
Proceedings of the International Conference on Image Processing, 2007

Supervised Segmentation Based on Texture Signatures Extracted in the Frequency Domain.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Differential Compression of Executable Code.
Proceedings of the 2007 Data Compression Conference (DCC 2007), 2007

Texture Classification Using VQ with Feature Extraction based on Transforms Motivated by the Human Visual System.
Proceedings of the 2007 Data Compression Conference (DCC 2007), 2007

2006
Locally Optimal Partitioned Vector Quantization of Hyperspectral Data.
Proceedings of the Hyperspectral Data Compression, 2006

Compression of hyperspectral imagery via linear prediction.
Proceedings of the e-Business and Telecommunication Networks, 2006

2005
Low-complexity lossless compression of hyperspectral imagery via linear prediction.
IEEE Signal Process. Lett., 2005

The DUDE framework for continuous tone image denoising.
Proceedings of the 2005 International Conference on Image Processing, 2005

2004
Compression of Hyperspectral Imagery.
Proceedings of the ICETE 2004, 2004

High Performance Compression of Hyperspectral Imagery with Reduced Search Complexity in the Compressed Domain.
Proceedings of the 2004 Data Compression Conference (DCC 2004), 2004

2003
Partitioned vector quantization: application to lossless compression of hyperspectral images.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Compression of Hyperspectral Imagery.
Proceedings of the 2003 Data Compression Conference (DCC 2003), 2003

2000
Lossless image coding via adaptive linear prediction and classification.
Proc. IEEE, 2000

Improving Scene Cut Quality for Real-Time Video Decoding.
Proceedings of the Data Compression Conference, 2000

1999
Adaptive Linear Prediction Lossless Image Coding.
Proceedings of the Data Compression Conference, 1999

1997
A new trellis vector residual quantizer: applications to image coding.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997


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