Stanford Seminar - The FATE of AI Ethics, Anna Bethke

Explore AI ethics principles, their importance, and strategies to incorporate fairness, accountability, transparency, and human rights into AI development processes.

• YouTube
• 55 minutes
• On-Demand
• Free Online Course

Deep Learning for Symbolic Mathematics - Guillaume Lample & Francois Charton

Explore deep learning applications in symbolic mathematics, covering integration techniques, ODEs, and model evaluation, with insights on generalization and comparisons to traditional methods.

• YouTube
• 53 minutes
• On-Demand
• Free Online Course

Stanford Seminar - Persistent and Unforgeable Watermarks for Deep Neural Networks

Explore persistent and unforgeable watermarking techniques for deep neural networks, focusing on IP protection, embedding methods, and resistance to attacks.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Online Course

Stanford Seminar - Neural Networks on Chip Design from the User Perspective

We will briefly review our past effort on Deep learning Processing Unit (DPU) design on FPGA in Tsinghua and Deephi, and then talk about some features, i.e. interrupt and virtualization, we are trying to introduce into the accelerators from the user's pe…

• YouTube
• 58 minutes
• On-Demand
• Free Online Course

Stanford Seminar - Can the Brain Do Back-Propagation?

Explore the brain's potential for back-propagation learning, examining challenges, alternative methods, and implications for neuroscience and machine learning.

• YouTube
• 1 hour 25 minutes
• On-Demand
• Free Online Course

Stanford Seminar - Citadel of One- Individuality and the Rise of the Machines, Suzanne Sadedin

Exploring individuality from a biological perspective, examining its emergence in various entities and scales, and discussing implications for human societies and technological advancement.

• YouTube
• 51 minutes
• On-Demand
• Free Online Course

Stanford Seminar - Programming Should Be More Than Coding

Explore programming beyond coding, focusing on specification and problem-solving. Learn to think clearly about algorithms and connect formal specifications to practical code implementation.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Online Course

Stanford Seminar - Software-Defined Networking at the Crossroads

Explore software-defined networking's impact on network architecture, control plane abstractions, and the shift towards software-based network infrastructure and management.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Online Course

Stanford Seminar - Bugs in Crypto Implementations

Explore common implementation errors in cryptographic systems, focusing on authenticated encryption and real-world examples from Apple and iMessage.

• YouTube
• 36 minutes
• On-Demand
• Free Online Course

Software-Centric Visible Light Communication for the Internet of Things

Explore software-centric visible light communication for IoT, covering protocols, system design, and practical implementation using LED light bulbs for data transmission and localization.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Online Course

Stanford Seminar - Dialog Markets

Explore the potential of machine learning in complex problem-solving through dialog automation, cognitive actions, and crowdsourced contributions in a market-based system for high-quality conversations.

• YouTube
• 59 minutes
• On-Demand
• Free Online Course

Stanford Seminar - Concepts and Questions as Programs

Exploring human-like concept learning and question-asking through program induction and synthesis, with applications in visual recognition, active learning, and cognitive modeling.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Online Course

Stanford Seminar - HPC Opportunities in Deep Learning - Greg Diamos, Baidu

Explore HPC's role in deep learning, focusing on workload characteristics, efficiency, and specialized systems for advancing AI research and applications.

• YouTube
• 1 hour 24 minutes
• On-Demand
• Free Online Course

Stanford Seminar - Distributed Perception and Learning Between Robots and the Cloud

Explore distributed perception and learning in robotics, focusing on cloud-robot interactions, offloading strategies, and efficient data sampling for improved performance and cost reduction.

• YouTube
• 47 minutes
• On-Demand
• Free Online Course

Stanford Seminar - SMILE- Synchronized, Multi-sensory Integrated Learning Environment

Explore synchronized, multi-sensory integrated learning environments and their impact on distributed systems, cyber-physical networks, and innovative educational technologies.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Online Course