English Courses

Analyzing and Exposing Vulnerabilities in Language Models - Session 131

Delve into advanced research on language model vulnerabilities, exploring novel adversarial attack methods and gender bias analysis while discovering practical approaches to enhance AI trustworthiness and fairness.

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

Me-LLaMA - Medical Foundation Large Language Models for Comprehensive Text Analysis and Beyond

Discover how Me-LLaMA, a suite of medical language models trained on vast biomedical datasets, outperforms existing LLMs in medical text analysis tasks, advancing healthcare AI applications through improved accuracy and accessibility.

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

Language Models as Temporary Training Wheels to Facilitate Learning

Explore how language models can serve as temporary aids for developing social and communication skills, featuring research insights from randomized trials with 150,000+ participants.

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

Open-world Segmentation and Tracking in 3D

Discover cutting-edge techniques for 3D data detection and segmentation using pseudo-labels, with insights into Lidar applications and Segment Anything technology from NVIDIA expert Laura Leal-Taixé.

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

Understanding and Fighting Heart Disease Like Cancer

Discover a revolutionary approach to heart disease prevention and treatment, exploring strategies inspired by cancer-fighting methods to enhance cardiovascular health and longevity.

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

Improving Large Language Models for Clinical Named Entity Recognition via Prompt Engineering

Enhance GPT models' performance in clinical named entity recognition through task-specific prompts. Explore strategies to improve extraction of medical entities from clinical notes and adverse event reports.

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

Urban Interaction: Notes on Human-Computer Interaction in Cities - Stanford Seminar

Explore urban interaction challenges in HCI through innovative research projects. Gain insights on culture, scale, and engagement in city contexts for developing socially appropriate technologies.

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

Clearing the Air: Managing Respiratory Viral Infections

Learn effective strategies for managing respiratory viral infections, including symptom relief and when to seek medical help. Dr. Stafford shares expert insights on chronic cough and home care techniques.

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

Engineering Physical Principles of Embryonic Morphogenesis in Robotic Collectives

Exploring tissue-inspired robotic collectives capable of self-shaping, self-healing, and strength control, enabling dynamic programmable matter with spatiotemporal shape and strength manipulation.

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

Let's Count Carbs - Diabetes Wellness Webinar

Discover a 3-step process for carb counting, learn about tricky foods, and gain insights from a diabetes expert to improve your diabetes management and overall wellness.

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

Deep Generative Models - Autoregressive Models - Lecture 3

Explore autoregressive models in deep learning, focusing on their architecture, training, and applications in generating sequential data like text and images.

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

Deep Generative Models - Discrete Latent Variable Models - Lecture 17

Explore discrete latent variable models in deep generative modeling, covering key concepts and applications in AI and machine learning.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Free Video

Stanford CS236: Deep Generative Models - Lecture 13 - Score Based Models

Explore score-based models in deep generative modeling, covering theoretical foundations and practical applications in this advanced Stanford lecture on AI and machine learning.

• YouTube
• 1 hour 22 minutes
• Self-Paced
• Free Video

Deep Generative Models - Lecture 5: Variational Autoencoders

Explore Variational Autoencoders (VAEs) in deep generative modeling, covering theoretical foundations and practical applications in this comprehensive Stanford lecture.

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

Stanford CS236: Deep Generative Models - Score Based Diffusion Models - Lecture 16

Explore score-based diffusion models in deep generative modeling, covering theoretical foundations and practical applications in AI and machine learning.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Video