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Tutorials

Background

Tutorials

All tutorials will be three hours in duration, excluding a 30-minute break, and will be held on Monday, May 4, prior to the main technical program. Tutorials require separate registration and are not included in the main conference registration.


Tutorials

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9:00 am remove 12:30 pm
Xie Chen, Kai Yu, Wei-Qiang Zhang, Min Ma, Yu Zhang
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T1: Multilingual Speech Recognition and Synthesis

9:00 am remove 12:30 pm
Saurabh Sihag and Gonzalo Mateos
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T2: Learning with Covariance Matrices: Foundations and Applications to Network Neuroscience

9:00 am remove 12:30 pm
Henk Wymeersch and Nuria González-Prelcic
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T3: Distributed Integrated Sensing and Communication (DISAC): Foundations, Architectures, and Signal Processing Enablers

9:00 am remove 12:30 pm
Elvin Isufi, Samuel Rey, Bishwadeep Das and Geert Leus
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T4: Signal Processing on and for Dynamic Graphs

9:00 am remove 12:30 pm
Tianyi Chen, Osvaldo Simeone and Bipin Rajendran
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T5: Advances in Neuromorphic Computing: Models, Hardware, and Optimization

9:00 am remove 12:30 pm
Qu Qing, Yuxin Chen, Yuting Wei and Liyue Shen
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T6: Harnessing Low Dimensionality in Diffusion Generative Modeling: From Theory to Practice

9:00 am remove 12:30 pm
Ali Tajer, Karthikeyan Shanmugam, Burak Varici and Emre Acartürk
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T7: Causal Representation Learning

2:30 pm remove 6:30 pm
Bingcong Li, Georgios Giannakis and Yilang Zhang
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T8: Low-Rank Adaptation Redux in Large Models

2:30 pm remove 6:00 pm
Sharon Gannot
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T9: Speech Enhancement in the Hearables Era: From Basics to Advanced Neural Methods

2:30 pm remove 6:00 pm
Stanley Chan
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T10: Diffusion Models for Imaging and Vision

2:30 pm remove 6:00 pm
Matteo Nerini, Bruno Clerckx and Carlo Fischione
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T11: Analog Computing for Signal Processing and Communications

2:30 pm remove 6:00 pm
Parikshit Ram, Dmitry Krotov and Benjamin Hoover
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T12: Modern Methods in Associative Memory

2:30 pm remove 6:00 pm
Andrea Poltronieri, Xavier Serra, Dmitry Bogdanov, Martín Rocamora and Pablo Alonso-Jiménez
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T13: Current Approaches to Computational Analysis of Music Audio Signals

2:30 pm remove 6:00 pm
Samuel Pinilla, Kumar Vijay Mishra, Brian Sadler
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T14: Invex Optimization: Theory and Applications for Signal/Image Processing and Machine Learning