YouTube Courses

Building General Zero-Shot Robot Policies - How Large Models Changed Robotics

Explore how large AI models revolutionize robotics through Task and Motion Planning, examining PaLM-E, RT-2, and Aloha Unleashed for advanced robot decision-making and dexterity.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

On Building General, Zero-Shot Robot Policies - EI Seminar

Explore the development of zero-shot robot policies for real-world tasks. Gain insights into Robot Utility Models (RUMs) and their ability to generalize to new environments without finetuning, achieving 90% success in novel settings.

• YouTube
• 54 minutes
• On-Demand
• Free Video

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Towards AI-Assisted Video Editing - Generating Shorts from Long Videos

Explore AI-powered video editing techniques that automatically transform long videos into engaging short content using machine learning models and multimodal LLMs.

• YouTube
• 1 hour 6 minutes
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Smaller, Stronger, and Duration-Scalable Audio Learners

Explore state-space models for audio processing with DASS, a model that outperforms Transformers on AudioSet while being smaller and capable of handling hour-long recordings, unlike traditional models limited to short clips.

• YouTube
• 31 minutes
• On-Demand
• Free Video

Giving Sight to Speech Models

Discover how Whisper-Flamingo integrates visual lip features into speech recognition models, improving performance in noisy conditions for both English recognition and multilingual translation.

• YouTube
• 24 minutes
• On-Demand
• Free Video

NPTEL;  IIT Kharagpur

Cryptography and Network Security

12 reviews

Explore modern cryptography, network security, and cryptanalysis techniques. Learn about symmetric and asymmetric encryption, hash functions, and secure communication protocols.

• YouTube
• 1 day 12 hours
• On-Demand
• Free Video

Texas Tech University

Financial Planning Concepts

12 reviews

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
• On-Demand
• Free Video

Micah Johns

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

12 reviews

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
• On-Demand
• Free Video