Deep Learning State of the Art for 2020

Deep Learning State of the Art for 2020

MIT Professor Lex Fridman lectures on most recent research and developments in deep learning, and hopes for 2020. Details
Why Deep Q Learning Needs A Target Network and Replay Memory

Why Deep Q Learning Needs A Target Network and Replay Memory

Machine Learning with Phil has got another interesting look at Deep Q Learning as part of a preview of his course. The two biggest innovations... Details
Bayesian Deep Learning on a Quantum Computer

Bayesian Deep Learning on a Quantum Computer

Learn about bayesian deep learning and how to apply it to a quantum computer from Alex Pozas-Kerstjens Details
Deep Q Learning From Paper to Code

Deep Q Learning From Paper to Code

After a particularly fascinating talk I attended last week at MLADS, I want to spend more time focused on Deep Q Learning. Fortunately, YouTuber Phil... Details
Deep Learning vs. Machine Learning

Deep Learning vs. Machine Learning

This episode of the AI Show compares deep learning vs. machine learning. You'll learn how the two concepts compare and how they fit into the... Details
Mapillary maps objects detected in imagery using deep learning in 3D

Converting 2D Imagery Using to 3D with Deep Learning

Here's a practical example of using AI to convert 2D images into 3D. To make this happen, Mapillary needed to figure out a technology that... Details
Efficient and Scalable Deep Learning

Efficient and Scalable Deep Learning

Microsoft Research features a talk by Wei Wen on Efficient and Scalable Deep Learning (slides) In deep learning, researchers keep gaining higher performance by using... Details
AI Learns To Compute Game Physics In Microseconds

AI Learns To Compute Game Physics In Microseconds

Two Minute Papers examines the paper "Subspace Neural Physics: Fast Data-Driven Interactive Simulation." Details
Speeding Up Image Embedding Model in Bing Semantic Precise Image Search with the ONNX Runtime

Speeding Up Image Embedding Model in Bing Semantic Precise Image Search with the ONNX Runtime

Accelerate and optimize machine learning models regardless of training framework using ONNX and ONNX Runtime. This episode introduces both ONNX and ONNX Runtime and provides... Details
Adversarial Attacks on Neural Networks

Adversarial Attacks on Neural Networks

Two Minute Papers explores the paper "Adversarial Examples Are Not Bugs, They Are Features" in this video. Details