Advanced Lessons

Why Optical Flow is Essential for Computer Vision

Data Augmentation and Optimized Architectures for Computer Vision - Fatih Porikli - 635

The Challenges of Model Training vs Deployment

Mojo: A Supercharged Python for AI with Chris Lattner - 634

The Value of Compression Research

Stable Diffusion and LLMs at the Edge with Jilei Hou - 633

Towards Improved Transfer Learning with Hugo Larochelle - 631

Language Modeling With State Space Models with Dan Fu - 630

Building Maps and Spatial Awareness in Blind AI Agents with Dhruv Batra - 629

The importance of hyperparameter optimization

Hyperparameter Optimization through Neural Network Partitioning with Christos Louizos - 627

The Importance of Specialized Research in AI

Are LLMs Overhyped or Underappreciated? with Marti Hearst - 626

From Mathematical Theory to AGI - Ben Goertzel

Are Large Language Models a Path to AGI? with Ben Goertzel - 625

Watermarking LLMs to Fight Plagiarism with Tom Goldstein - 621

Does ChatGPT “Think”? A Cognitive Neuroscience Perspective with Anna Ivanova - 620

Privacy and Security for Stable Diffusion and LLMs with Nicholas Carlini - 618

Using GitHub CoPilot to Maximize Productivity - AI Trends 2023: Natural Language Processing

NLP is barely scratching the surface of Stable Diffusion

Increased energy surrounding the use of LLM's since ChatGPT was released

Sam Charrington and Sameer Singh share their thoughts on Hugging Face 🤗, BigScience, and BLOOM 🌸

Where's the flying car that I was promised?

Is ChatGPT-based Bing a Google Killer? - AI Trends 2023: Natural Language Proc with Sameer Singh

AI Trends 2023: Reinforcement Learning - RLHF, Robotic Pre-Training & Offline RL with Sergey Levine

Supporting Food Security in Africa Using ML with Catherine Nakalembe - 611

20x Speed-Up in a Single Day

Stable Diffusion can Learn Physics?!

How Stable Diffusion Could Replace Powerpoint

Weakly Supervised Causal Representation Learning w/ Johann Brehmer

Stable Diffusion Will Disrupt Photography

"Stable Diffusion is a Kindergartner"

The Real Origin Story of Stable Diffusion

Stable Diffusion and Generative AI with Emad Mostaque - 604

Exploring Large Language Models with ChatGPT - 603

Accelerating Intelligence with AI-Generating Algorithms with Jeff Clune - 602

Tesla’s Optimus and Sim2Real for Robotic AI with Ken Goldberg - 599

Transformers for Tabular Data at Capital One with Bayan Bruss - #591

Approaches to Better Video Models Performance - Clips - #496

Keynote Interview: Ya Xu

What is the Paretto Efficient Frontier? - Clips - #505

What do you do at AWS? - Clips - Evolving AI Systems Gracefully with Stefano Soatto - #502

Explainable Monitoring for Successful AI Deployments

Algorithmia in Action: Take your ML models from training to production

MagLev: A Production-grade AI Platform Running on GPU-enabled Kubernetes Clusters

Productionizing Machine Learning Models at Scale with Kubernetes

Removing Unfair Bias in the Machine Learning Pipeline

Understanding Collective Insect Communication with ML, w/ Orit Peleg - 590