YouTube Courses

Can Diffusion Model Disentangle? A Theoretical Perspective

Explore a theoretical framework for understanding how diffusion models learn disentangled representations, with identifiability conditions, training dynamics analysis, and experimental validation across diverse tasks and modalities.

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

GLOV: Guided Large Language Models as Implicit Optimizers for Vision Language Models

Discover how GLOV uses large language models to automatically optimize prompts for vision-language models, reducing manual effort and improving performance across multiple tasks and architectures.

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

Recursive Reasoning with LLMs and VLMs

Explore the ThReaD framework for enhancing large language models' reasoning capabilities through recursive task decomposition, with applications for both text and video processing.

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

Reducing Hallucinations in LLMs via Decoding, Detection, and Citation

Explore three complementary approaches to reduce LLM hallucinations: DoLa for improved truthfulness, Lookback Lens for hallucination detection, and SelfCite for generating fine-grained citations.

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

Quantifying Generalization Complexity for Large Language Models

Explore SCYLLA, a framework that measures how well large language models generalize beyond training data by disentangling generalization from memorization across complexity levels, revealing insights about 28 popular LLMs.

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

The Semantic Hub Hypothesis: Language Models Share Semantic Representations Across Languages and Modalities

Explore the "Semantic Hub Hypothesis" which proposes language models create shared representation spaces across languages and modalities, placing semantically similar inputs near each other regardless of their source type.

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

Automating the Search for Artificial Life with Foundation Models

Discover how foundation models can automate the search for artificial life across diverse simulation environments, revealing new lifeforms and quantifying previously qualitative phenomena in this cutting-edge MIT research.

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

Inference-Time Policy Customization Through Interactive Task Specification

Discover how to customize pre-trained AI policies through interactive task specification, enabling real-time behavior adjustments without additional training for more effective human-robot interactions.

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

Proko

Traditional Painting

12 ratings

Learn Gouache Painting, Portrait Painting, Environment Painting, Portrait Oil Paining, Rag Painting and more in this live Stream painting series.

• YouTube
• 20 hours
• Self-Paced
• Free Video

Simon Sez IT

Data Cleaning in Excel - Text Functions and Power Query

12 ratings

Learn essential data cleaning techniques in Excel using text functions and Power Query. Master importing, formatting, and manipulating data for accurate analysis and improved efficiency.

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

Texas Tech University

Financial Planning Concepts

12 ratings

Learn Financial Planning Concepts such as financial statements, cash-flow statements, balance sheet, ratio analysis, vertical and horizontal analysis and expenses in this quick lecture series

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

NPTEL;  IIT Madras

Digital Circuits and Systems

12 ratings

Comprehensive exploration of digital circuits, from basic logic to advanced systems. Covers combinational and sequential circuits, arithmetic operations, state machines, and programmable logic devices.

• YouTube
• 1 day 11 hours
• Self-Paced
• Free Video

Micah Johns

ChatGPT Full Course - Automate Useful Professional Tasks Using Open AI - Includes 10 Projects

12 ratings

Learn to automate professional tasks using ChatGPT, including resume writing, email composition, problem-solving, and performance reporting. Boost productivity with 10 practical AI-driven projects.

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

MassGeneralHospital

Coaching for the Caregiver: Improving Dementia Care Interactions

12 ratings

Improve dementia caregiving skills with hands-on techniques, communication strategies, and emotional connection methods for better care interactions.

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

Master Photoshop in 30 Days

12 ratings

Take your skills from beginner to pro in 30 days of Photoshop!

• YouTube
• 7 hours
• Self-Paced
• Free Video