| 2023 | ASRU | The Gift of Feedback: Improving ASR Model Quality by Learning from User Corrections Through Federated Learning. | Lillian Zhou, Yuxin Ding, Mingqing Chen, Harry Zhang, Rohit Prabhavalkar, Dhruv Guliani, Giovanni Motta, Rajiv Mathews |
| 2023 | ICASSP | Online Model Compression for Federated Learning with Large Models. | Tien-Ju Yang, Yonghui Xiao, Giovanni Motta, Franoise Beaufays, Rajiv Mathews, Mingqing Chen |
| 2022 | ICASSP | Enabling On-Device Training of Speech Recognition Models With Federated Dropout. | Dhruv Guliani, Lillian Zhou, Changwan Ryu, Tien-Ju Yang, Harry Zhang, Yonghui Xiao, Franoise Beaufays, Giovanni Motta |
| 2022 | ICASSP | Partial Variable Training for Efficient on-Device Federated Learning. | Tien-Ju Yang, Dhruv Guliani, Franoise Beaufays, Giovanni Motta |
| 2022 | ICASSP | Exploring Heterogeneous Characteristics of Layers in ASR Models for More Efficient Training. | Lillian Zhou, Dhruv Guliani, Andreas Kabel, Giovanni Motta, Franoise Beaufays |
| 2022 | Interspeech | Federated Pruning: Improving Neural Network Efficiency with Federated Learning. | Rongmei Lin, Yonghui Xiao, Tien-Ju Yang, Ding Zhao, Li Xiong, Giovanni Motta, Franoise Beaufays |
| 2021 | ICASSP | Training Speech Recognition Models with Federated Learning: A Quality/Cost Framework. | Dhruv Guliani, Franoise Beaufays, Giovanni Motta |
| 2020 | ICASSP | Low-Rank Gradient Approximation for Memory-Efficient on-Device Training of Deep Neural Network. | Mary Gooneratne, Khe Chai Sim, Petr Zadrazil, Andreas Kabel, Franoise Beaufays, Giovanni Motta |
| 2019 | ASRU | Personalization of End-to-End Speech Recognition on Mobile Devices for Named Entities. | Khe Chai Sim, Leif Johnson, Giovanni Motta, Lillian Zhou, Franoise Beaufays, Arnaud Benard, Dhruv Guliani, Andreas Kabel, Nikhil Khare, Tamar Lucassen, Petr Zadrazil, Harry Zhang |
| 2010 | DCC | Shape Recognition Using Vector Quantization. | Antonella Di Lillo, Giovanni Motta, James A. Storer |
| 2010 | DCC | Enhanced Adaptive Interpolation Filters for Video Coding. | Yan Ye, Giovanni Motta, Marta Karczewicz |
| 2010 | ICIP | A rotation and scale invariant descriptor for shape recognition. | Antonella Di Lillo, Giovanni Motta, James A. Storer |
| 2008 | DCC | Multiresolution Rotation-Invariant Texture Classification Using Feature Extraction in the Frequency Domain and Vector Quantization. | Antonella Di Lillo, Giovanni Motta, James A. Storer |
| 2008 | DCC | Defect List Compression. | Giovanni Motta, Erik Ordentlich, Marcelo J. Weinberger |
| 2008 | ISIT | Defect list compression. | Giovanni Motta, Erik Ordentlich, Marcelo J. Weinberger |
| 2007 | DCC | Texture Classification Using VQ with Feature Extraction based on Transforms Motivated by the Human Visual System. | Antonella Di Lillo, James A. Storer, Giovanni Motta |
| 2007 | DCC | Differential Compression of Executable Code. | Giovanni Motta, James Gustafson, Samson Chen |
| 2007 | IBPRIA | Supervised Segmentation Based on Texture Signatures Extracted in the Frequency Domain. | Antonella Di Lillo, Giovanni Motta, James A. Storer |
| 2007 | ICIP | Texture Classification Based on Discriminative Features Extracted in the Frequency Domain. | Antonella Di Lillo, Giovanni Motta, James A. Storer |
| 2005 | ICIP | The DUDE framework for continuous tone image denoising. | Gadiel Seroussi, Giovanni Motta, Erik Ordentlich, Ignacio Ramrez, Marcelo J. Weinberger |
| 2004 | DCC | High Performance Compression of Hyperspectral Imagery with Reduced Search Complexity in the Compressed Domain. | Francesco Rizzo, Bruno Carpentieri, Giovanni Motta, James A. Storer |
| 2003 | DCC | Compression of Hyperspectral Imagery. | Giovanni Motta, Francesco Rizzo, James A. Storer |
| 2003 | ICASSP | Partitioned vector quantization: application to lossless compression of hyperspectral images. | Giovanni Motta, Francesco Rizzo, James A. Storer |
| 2000 | DCC | Improving Scene Cut Quality for Real-Time Video Decoding. | Giovanni Motta, James A. Storer, Bruno Carpentieri |
| 1999 | DCC | Adaptive Linear Prediction Lossless Image Coding. | Giovanni Motta, James A. Storer, Bruno Carpentieri |
| 1997 | ICASSP | A new trellis vector residual quantizer: applications to image coding. | Giovanni Motta, Bruno Carpentieri |