IEEE Signal Processing Society Courses

Detection and Generation of Deep Fakes

Explore techniques for detecting and generating deep fakes, including cutting-edge methods and challenges in the field of digital media manipulation and forensics.

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

Data Science on Graphs (DEGAS) Webinar Series - Signal Processing Applications

Learn about data science on graphs with expert Sundeep Prabhakar Chepuri in this IEEE Signal Processing Society webinar, exploring cutting-edge techniques and applications in graph-based data analysis.

• YouTube
• 1 hour 26 minutes
• Self-Paced
• Free Video

Fundamentals of Privacy-Preserving Federated Learning

Explore privacy-preserving techniques in federated learning, focusing on data protection and collaborative model training across distributed datasets.

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

Low Distortion Embeddings With Bottom-up Manifold Learning

Explore bottom-up manifold learning techniques for creating low distortion embeddings, enhancing data visualization and dimensionality reduction in signal processing applications.

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

A Journey Through Graphs for Spatiotemporal Analysis

Explore graph-based techniques for analyzing spatiotemporal data, enhancing understanding of complex systems and their evolving relationships over time and space.

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

How to Act as a Team - Multi-Robot Coordination

Explore multi-robot coordination strategies and techniques for effective teamwork in autonomous systems, presented by expert Bernhard Rinner.

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

DEGAS Webinar Series

Discover the DEGAS Webinar Series from IEEE Signal Processing Society, exploring signal processing concepts and applications in a concise 55-minute format.

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

The AI Revolution in Communications: Large Language Models and Beyond - Our Digital Life Episode 3

Explore how AI and Large Language Models are transforming telecommunications with insights from Professors Lasaucle and Debbah on network optimization, communication protocols, and automation in the evolving wireless landscape.

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

Underwater Acoustic Communication and Positioning in Shallow Waters

Explore underwater acoustic communication and positioning techniques in shallow waters with expert Tadashi Ebihara in this IEEE Signal Processing Society webinar.

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

Task-driven Topology Inference for Signal Processing and Learning over Topological Domains

Discover task-driven topology inference methods for signal processing and learning over topological domains, exploring advanced techniques for graph-based data science applications.

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

Understanding and Improving Graph Neural Networks with the Contextual Stochastic Block Model

Delve into advanced concepts of graph neural networks through the contextual stochastic block model (cSBM), exploring methods for enhancement and optimization in signal processing applications.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

The Cutting Edge of Speech Recognition

Discover the latest innovations in speech recognition technology and their transformative impact across industries through expert insights from leading researchers.

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

Vertex, Edge, Clique - Understanding Graph Theory Fundamentals

Explore fundamental concepts of graph theory, from basic elements like vertices and edges to complex structures like cliques, enhancing your understanding of network analysis and data relationships.

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

Demystifying and Mitigating Unfairness for Learning over Graphs

Explore advanced techniques for understanding and addressing fairness challenges in graph-based machine learning, focusing on practical mitigation strategies and theoretical frameworks.

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

Revolutionizing Autonomous Vehicle Development with Foundation Models

Discover how foundation models are transforming autonomous vehicle development, from perception and prediction to decision-making systems in this cutting-edge exploration of AI applications.

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