AI Institute at UofSC - #AIISC Courses

Millimeter-Wave Wireless Sensing for Contactless Monitoring of Stroke Patients

Explore cutting-edge millimeter-wave technology for non-invasive stroke patient monitoring, focusing on wireless sensing methods and their practical medical applications.

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

Intelligent, Robust, and Trustworthy AI - Managing GenAI Challenges and Neural-Symbolic AI

Explore cutting-edge approaches to developing trustworthy AI systems, focusing on GenAI challenges, compact models, and neural-symbolic integration for robust artificial intelligence.

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

Building World-class Research Ecosystem in Universities

Gain insights into building and leading successful research ecosystems in academic settings through expert guidance on fostering innovation and collaborative excellence.

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

Neuro-Symbolic AI for Scene Understanding in Autonomous Systems

Explore neuro-symbolic AI combining knowledge representation and deep learning for robust scene understanding in autonomous driving and smart manufacturing systems.

• YouTube
• 1 hour 25 minutes
• Self-Paced
• Free Video

Causal Neurosymbolic AI - A Synergy Between Causality and Neurosymbolic AI

Explore the fusion of causality and neurosymbolic AI for automated reasoning in complex domains, transforming causal knowledge into explainable representations.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

Causal Neurosymbolic AI - A Synergy Between Causal and Neurosymbolic Artificial Intelligence

Discover how to bridge statistical learning and causal reasoning through a novel Causal Neuro-Symbolic AI framework that combines neural networks with symbolic knowledge for explainable AI.

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

Knowledge-infused Learning - Dissertation Defense

Explore knowledge-infused learning techniques and their applications in AI through Manas Gaur's dissertation defense presentation.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

Causal Analysis and Decision Intelligence for Manufacturing at Bosch

Explore neuro-symbolic AI applications in manufacturing, focusing on causal analysis and decision intelligence for improved processes at Bosch. Learn about root-cause analysis and cognitive architectures for decision-making.

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

Realtime Machine Learning on Edge AI Accelerators

Explore edge AI accelerators for real-time ML inference in IoT applications. Learn optimization techniques and system-level innovations for deploying advanced models on specialized hardware.

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

Knowledge-Infused Matching of Support Seekers and Support Providers on Reddit

Explore knowledge-infused AI for matching support seekers and providers on Reddit. Learn innovative techniques to enhance mental health support through advanced natural language processing.

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

Intersection of Physics and AI - Incorporating Physics into Data-Driven Computer Vision

Explore the fusion of physics and AI, covering applications in NLP, healthcare, and computer vision. Learn innovative approaches to incorporate physics into data-driven models.

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

Generative AI for Creative Design of Novel Materials

Explore generative AI techniques for innovative material design, focusing on creative approaches to develop novel materials with desired properties and functionalities.

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

Civilizing AI: Examining Emerging Capabilities and Mitigation

Explore emerging AI capabilities and mitigation strategies with Dr. Amitava Das. Gain insights into civilizing AI and its implications for future technological advancements.

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

Enhancing Healthcare with AI-in-the-Loop

Explore AI's role in healthcare through rich data learning, human-AI collaboration, and expert advice integration. Discover applications in electronic health records, clinical studies, and surveys.

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

A Neurosymbolic AI Approach to Scene Understanding

Explore a novel neurosymbolic AI approach to scene understanding, combining knowledge representation and machine learning to enhance autonomous systems' perception and context comprehension.

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