Self-awareness Courses

Alfredo Canziani

Self-Supervised Learning in Computer Vision

Explore advanced self-supervised learning techniques in computer vision, including PIRL, SwAV, AVID+CMA, and Barlow Twins, to enhance your understanding of representation learning and model training.

• YouTube
• 1 hour 36 minutes
• On-Demand
• Free Video

Alfredo Canziani

Self - Cross, Hard - Soft Attention and the Transformer

Explore attention mechanisms and Transformer architecture, covering self/cross and hard/soft attention, key-value stores, and practical implementation in PyTorch for advanced deep learning applications.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Free Video

Alfredo Canziani

Supervised and Self-Supervised Transfer Learning With PyTorch Lightning

Explore supervised and self-supervised transfer learning techniques using PyTorch Lightning, comparing their implementation, training, and generalization capabilities in deep learning applications.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Alfredo Canziani

Self-Supervised Learning in Computer Vision

Explore self-supervised learning in computer vision, covering pretext tasks, clustering, and contrastive learning. Gain insights into PIRL framework and its evaluation across various applications.

• YouTube
• 2 hours 1 minute
• On-Demand
• Free Video

Alfredo Canziani

Energy Based Models and Self-Supervised Learning

Explore energy-based models, latent variables, and self-supervised learning. Dive into EBM training, inference, and comparison with probabilistic models. Discover contrastive methods and applications like K-means and BERT.

• YouTube
• 1 hour 37 minutes
• On-Demand
• Free Video

Docker

Lack of Self Isolation - Inside a Container Exploit

Explore container vulnerabilities, focusing on lack of self-isolation. Learn about potential exploits, their causes, and solutions for improved container security.

• YouTube
• 25 minutes
• On-Demand
• Conference Talk

Two Minute Papers

Watch Tesla’s Self-Driving Car Learn in a Simulation

Explore Tesla's AI-powered self-driving technology, including neural networks, improved detection systems, and simulation-based learning for enhanced autonomous vehicle performance.

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

Simons Institute

Michael Cohen and Self-Concordant Barriers Over L_p Balls

Exploration of self-concordant barriers over L_p balls, discussing Michael Cohen's contributions and proof ideas in the context of high-dimensional optimization and convex geometry.

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

MITCBMM

Improving Generalization by Self-Training & Self Distillation

Explore self-training and self-distillation techniques to improve model generalization, with insights on regularization effects and applications in deep learning.

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

MITCBMM

The Power of Self-Learning Systems

Explore cutting-edge AI breakthroughs and their implications for scientific discovery with DeepMind's CEO. Learn about self-learning systems, game-changing algorithms, and applications beyond gaming.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

IEEE

Self-Supervised Euphemism Detection and Identification for Content Moderation

Explore a novel self-supervised algorithm for detecting and identifying euphemisms in online content, enhancing content moderation capabilities.

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

USENIX

Inside NVIDIA’s AI Infrastructure for Self-Driving Cars

Explore NVIDIA's Project MagLev, an AI platform for self-driving car development, covering data management, neural network training, and large-scale validation across petabytes of data.

• YouTube
• 26 minutes
• On-Demand
• Conference Talk

BSidesLV

Security Awareness Training Refresh

Refresh your security awareness with practical tips on password management, phishing prevention, and role-based training. Learn to engage users effectively and create impactful, tailored security programs.

• YouTube
• 42 minutes
• On-Demand
• Conference Talk

BSidesLV

An Introduction of the Kobra, a Client for the Badger Version 2.0, Providing Tactical Situational Awareness, Physical Tampering Protection and Automatic Process Mitigation

Explore tactical situational awareness, physical tampering protection, and automatic process mitigation with Kobra, a client for Badger 2.0. Learn about security shortcomings and innovative solutions.

• YouTube
• 41 minutes
• On-Demand
• Conference Talk

44CON Information Security Conference

Social Engineering Your Own - Developing An Awareness Training Program That Actually Works

Explore innovative approaches to security awareness training, focusing on social engineering techniques to create positive change and effective communication strategies for lasting impact.

• YouTube
• 50 minutes
• On-Demand
• Conference Talk