IEEE Signal Processing Society Courses

PROGRESS Workshop on Diversity in Signal Processing - Day 2, Part 1

Diverse presentations on inclusive AI education, equitable teaching methods, computational textbooks, and research funding opportunities across different countries and institutions.

• YouTube
• 2 hours 10 minutes
• Self-Paced
• Free Video

The Winding Path to a Career in Academia

Navigating the academic career path: insights on decision-making, exploring options, and personal experiences in engineering and research for those considering or pursuing faculty positions.

• YouTube
• 1 hour
• Self-Paced
• Free Video

Artificial Intelligence and Digital Forensics - A Much-Needed Alliance

Explore the intersection of AI and digital forensics, uncovering innovative approaches to combat digital crimes and enhance cybersecurity in this cutting-edge webinar.

• YouTube
• 55 minutes
• Self-Paced
• Free Video

Communication Efficient Privacy-Preserving Distributed Optimization

Explore privacy-preserving techniques for distributed optimization, focusing on communication efficiency in signal processing applications.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Principled Simplicial Neural Networks for Trajectory Prediction

Learn advanced techniques for trajectory prediction using simplicial neural networks, exploring their principles and applications in data science and signal processing.

• YouTube
• 1 hour 12 minutes
• Self-Paced
• Free Video

Deepfake Detection - Humans vs. Machines

Explore the challenges and effectiveness of deepfake detection methods, comparing human perception with machine learning approaches in this informative webinar.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Opening Ceremony of ICASSP 2022

Welcoming event for ICASSP 2022, featuring introductions, keynotes, and highlights of the upcoming conference on signal processing and its applications.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Distributed Stochastic Non-Convex Optimization - Optimal Regimes and Tradeoffs

Explore optimal regimes and tradeoffs in distributed stochastic non-convex optimization with Usman A. Khan. Gain insights into advanced data science concepts and their applications in signal processing.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Learning and Extrapolation in Graph Neural Networks

Explore advanced concepts in graph neural networks, focusing on learning techniques and extrapolation methods for enhanced data analysis and prediction in complex graph structures.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video

Federated Learning in Big Data Over Networks

Explore federated learning techniques for big data networks, focusing on distributed algorithms and privacy-preserving methods in large-scale data analysis.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Neural Diffusion PDEs, Differential Geometry, and Graph Neural Networks

Explore neural diffusion PDEs, differential geometry, and graph neural networks in this advanced webinar by Michael Bronstein, bridging theoretical concepts with practical applications in data science.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

SPACE East Webinar Series - Signal Processing and Machine Learning

Explore advanced signal processing techniques with Se Young Chun from Seoul National University in this IEEE webinar, focusing on cutting-edge developments in the field.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Signal Processing on Graphs and Complexes

Explore advanced techniques for analyzing complex data structures using graph and simplicial complex-based signal processing methods.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Network GPS - Navigating Network Dynamics

Explore network dynamics and learn to navigate complex systems using innovative techniques in this insightful webinar by Baruch Barzel from Bar-Ilan University.

• YouTube
• 58 minutes
• Self-Paced
• Free Video

Connecting the Dots - Leveraging GSP to Learn Graphs From Nodal Observations

Explore graph signal processing techniques to infer network structures from node data, enhancing understanding of complex systems and their interconnections.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Free Video