Giovanni Motta

49 papers A 2B 12C 2Misc 7Journal 15Unranked 7
YearRankTypeTitle / Venue / Authors
2023 Misc conf
Online Model Compression for Federated Learning with Large Models.
ICASSP
Tien-Ju Yang, Yonghui Xiao, Giovanni Motta, Françoise Beaufays, Rajiv Mathews, Mingqing Chen
2023 C conf
The Gift of Feedback: Improving ASR Model Quality by Learning from User Corrections Through Federated Learning.
ASRU
Lillian Zhou, Yuxin Ding, Mingqing Chen, Harry Zhang, Rohit Prabhavalkar, Dhruv Guliani, Giovanni Motta, Rajiv Mathews
2023 J jnl
The Gift of Feedback: Improving ASR Model Quality by Learning from User Corrections through Federated Learning.
CoRR
Lillian Zhou, Yuxin Ding, Mingqing Chen, Harry Zhang, Rohit Prabhavalkar, Dhruv Guliani, Giovanni Motta, Rajiv Mathews
2022 Misc conf
Enabling On-Device Training of Speech Recognition Models With Federated Dropout.
ICASSP
Dhruv Guliani, Lillian Zhou, Changwan Ryu, Tien-Ju Yang, Harry Zhang, Yonghui Xiao, Françoise Beaufays, Giovanni Motta
2022 Misc conf
Exploring Heterogeneous Characteristics of Layers in ASR Models for More Efficient Training.
ICASSP
Lillian Zhou, Dhruv Guliani, Andreas Kabel, Giovanni Motta, Françoise Beaufays
2022 A conf
Federated Pruning: Improving Neural Network Efficiency with Federated Learning.
INTERSPEECH
Rongmei Lin, Yonghui Xiao, Tien-Ju Yang, Ding Zhao, Li Xiong, Giovanni Motta, Françoise Beaufays
2022 J jnl
Federated Pruning: Improving Neural Network Efficiency with Federated Learning.
CoRR
Rongmei Lin, Yonghui Xiao, Tien-Ju Yang, Ding Zhao, Li Xiong, Giovanni Motta, Françoise Beaufays
2022 J jnl
Online Model Compression for Federated Learning with Large Models.
CoRR
Tien-Ju Yang, Yonghui Xiao, Giovanni Motta, Françoise Beaufays, Rajiv Mathews, Mingqing Chen
2022 Misc conf
Partial Variable Training for Efficient on-Device Federated Learning.
ICASSP
Tien-Ju Yang, Dhruv Guliani, Françoise Beaufays, Giovanni Motta
2021 J jnl
Enabling On-Device Training of Speech Recognition Models with Federated Dropout.
CoRR
Dhruv Guliani, Lillian Zhou, Changwan Ryu, Tien-Ju Yang, Harry Zhang, Yonghui Xiao, Françoise Beaufays, Giovanni Motta
2021 J jnl
Exploring Heterogeneous Characteristics of Layers in ASR Models for More Efficient Training.
CoRR
Lillian Zhou, Dhruv Guliani, Andreas Kabel, Giovanni Motta, Françoise Beaufays
2021 J jnl
Partial Variable Training for Efficient On-Device Federated Learning.
CoRR
Tien-Ju Yang, Dhruv Guliani, Françoise Beaufays, Giovanni Motta
2021 Misc conf
Training Speech Recognition Models with Federated Learning: A Quality/Cost Framework.
ICASSP
Dhruv Guliani, Françoise Beaufays, Giovanni Motta
2020 Misc conf
Low-Rank Gradient Approximation for Memory-Efficient on-Device Training of Deep Neural Network.
ICASSP
Mary Gooneratne, Khe Chai Sim, Petr Zadrazil, Andreas Kabel, Françoise Beaufays, Giovanni Motta
2020 J jnl
Low-rank Gradient Approximation For Memory-Efficient On-device Training of Deep Neural Network.
CoRR
Mary Gooneratne, Khe Chai Sim, Petr Zadrazil, Andreas Kabel, Françoise Beaufays, Giovanni Motta
2020 J jnl
Training Speech Recognition Models with Federated Learning: A Quality/Cost Framework.
CoRR
Dhruv Guliani, Françoise Beaufays, Giovanni Motta
2019 C conf
Personalization of End-to-End Speech Recognition on Mobile Devices for Named Entities.
ASRU
Khe Chai Sim, Leif Johnson, Giovanni Motta, Lillian Zhou, Françoise Beaufays, Arnaud Benard, Dhruv Guliani, Andreas Kabel, Nikhil Khare, Tamar Lucassen, Petr Zadrazil, Harry Zhang
2019 J jnl
Personalization of End-to-end Speech Recognition On Mobile Devices For Named Entities.
CoRR
Khe Chai Sim, Françoise Beaufays, Arnaud Benard, Dhruv Guliani, Andreas Kabel, Nikhil Khare, Tamar Lucassen, Petr Zadrazil, Harry Zhang, Leif Johnson, Giovanni Motta, Lillian Zhou
2018 J jnl
Human-Driven Edge Computing and Communication: Part 2.
IEEE Commun. Mag.
Jiannong Cao, Aniello Castiglione, Giovanni Motta, Florin Pop, Yanjiang Yang, Wanlei Zhou
2017 J jnl
Human-Driven Edge Computing and Communication: Part 1.
IEEE Commun. Mag.
Jiannong Cao, Aniello Castiglione, Giovanni Motta, Florin Pop, Yanjiang Yang, Wanlei Zhou
2012 J jnl
Compression-Based Tools for Navigation with an Image Database.
Algorithms
Antonella Di Lillo, Ajay H. Daptardar, Kevin Thomas, James A. Storer, Giovanni Motta
2011 — conf
Applications of Compression to Content Based Image Retrieval and Object Recognition.
CCP
Antonella Di Lillo, Ajay H. Daptardar, Kevin Thomas, James A. Storer, Giovanni Motta
2011 J jnl
The iDUDE Framework for Grayscale Image Denoising.
IEEE Trans. Image Process.
Giovanni Motta, Erik Ordentlich, Ignacio Ramírez, Gadiel Seroussi, Marcelo J. Weinberger
2010 B conf
A rotation and scale invariant descriptor for shape recognition.
ICIP
Antonella Di Lillo, Giovanni Motta, James A. Storer
2010 B conf
Enhanced Adaptive Interpolation Filters for Video Coding.
DCC
Yan Ye, Giovanni Motta, Marta Karczewicz
2010 — book
Handbook of Data Compression (5. ed.).
David Salomon, Giovanni Motta
2010 B conf
Shape Recognition Using Vector Quantization.
DCC
Antonella Di Lillo, Giovanni Motta, James A. Storer
2010 — conf
Shape recognition, with applications to a passive assistant.
PETRA
Antonella Di Lillo, Giovanni Motta, Kevin Thomas, James A. Storer
2008 B conf
Defect List Compression.
DCC
Giovanni Motta, Erik Ordentlich, Marcelo J. Weinberger
2008 B conf
Defect list compression.
ISIT
Giovanni Motta, Erik Ordentlich, Marcelo J. Weinberger
2008 B conf
Multiresolution Rotation-Invariant Texture Classification Using Feature Extraction in the Frequency Domain and Vector Quantization.
DCC
Antonella Di Lillo, Giovanni Motta, James A. Storer
2007 B conf
Differential Compression of Executable Code.
DCC
Giovanni Motta, James Gustafson, Samson Chen
2007 — conf
Supervised Segmentation Based on Texture Signatures Extracted in the Frequency Domain.
IbPRIA (1)
Antonella Di Lillo, Giovanni Motta, James A. Storer
2007 — conf
Texture Classification Based on Discriminative Features Extracted in the Frequency Domain.
ICIP (2)
Antonella Di Lillo, Giovanni Motta, James A. Storer
2007 B conf
Texture Classification Using VQ with Feature Extraction based on Transforms Motivated by the Human Visual System.
DCC
Antonella Di Lillo, James A. Storer, Giovanni Motta
2006 — ch.
Compression of hyperspectral imagery via linear prediction.
e-Business and Telecommunication Networks
Francesco Rizzo, Bruno Carpentieri, Giovanni Motta, James A. Storer
2006 — book
Hyperspectral Data Compression
Giovanni Motta, Francesco Rizzo, James A. Storer
2006 — ch.
Locally Optimal Partitioned Vector Quantization of Hyperspectral Data.
Hyperspectral Data Compression
Giovanni Motta, Francesco Rizzo, James A. Storer
2005 J jnl
Low-complexity lossless compression of hyperspectral imagery via linear prediction.
IEEE Signal Process. Lett.
Francesco Rizzo, Bruno Carpentieri, Giovanni Motta, James A. Storer
2005 — conf
The DUDE framework for continuous tone image denoising.
ICIP (3)
Gadiel Seroussi, Giovanni Motta, Erik Ordentlich, Ignacio Ramírez, Marcelo J. Weinberger
2004 — conf
Compression of Hyperspectral Imagery.
ICETE (3)
Bruno Carpentieri, James A. Storer, Giovanni Motta, Francesco Rizzo
2004 B conf
High Performance Compression of Hyperspectral Imagery with Reduced Search Complexity in the Compressed Domain.
Data Compression Conference
Francesco Rizzo, Bruno Carpentieri, Giovanni Motta, James A. Storer
2003 B conf
Compression of Hyperspectral Imagery.
DCC
Giovanni Motta, Francesco Rizzo, James A. Storer
2003 — conf
Partitioned vector quantization: application to lossless compression of hyperspectral images.
ICASSP (3)
Giovanni Motta, Francesco Rizzo, James A. Storer
2003 A conf
Partitioned vector quantization: application to lossless compression of hyperspectral images.
ICME
Giovanni Motta, Francesco Rizzo, James A. Storer
2000 B conf
Improving Scene Cut Quality for Real-Time Video Decoding.
Data Compression Conference
Giovanni Motta, James A. Storer, Bruno Carpentieri
2000 J jnl
Lossless image coding via adaptive linear prediction and classification.
Proc. IEEE
Giovanni Motta, James A. Storer, Bruno Carpentieri
1999 B conf
Adaptive Linear Prediction Lossless Image Coding.
Data Compression Conference
Giovanni Motta, James A. Storer, Bruno Carpentieri
1997 Misc conf
A new trellis vector residual quantizer: applications to image coding.
ICASSP
Giovanni Motta, Bruno Carpentieri