Variational Inference and Deep Learning: An Intuitive Introduction Published 2017-06-12 Download video MP4 360p Recommendations 27:12 Variational Autoencoder - Model, ELBO, loss function and maths explained easily! 15:05 Variational Autoencoders 39:20 Andrew Rowan - Bayesian Deep Learning with Edward (and a trick using Dropout) 25:06 Variational Inference | Evidence Lower Bound (ELBO) | Intuition & Visualization 23:55 Variational Inference tutorial series Part 1 (Basic Information Theory ) 1:12:46 Variational Inference Lecture I|Probabilistic Modelling|Machine Learning 17:39 178 - An introduction to variational autoencoders (VAE) 58:03 Max Welling - Make VAEs Great Again: Unifying VAEs and Flows 36:15 Eric J. Ma - An Attempt At Demystifying Bayesian Deep Learning 29:47 Grokking: Generalization beyond Overfitting on small algorithmic datasets (Paper Explained) 1:53:05 Variational Inference: Foundations and Modern Methods (NIPS 2016 tutorial) 1:01:28 How convolutional neural networks work, in depth 1:20:30 Machine learning - Bayesian optimization and multi-armed bandits 13:53 Generative Modeling - Normalizing Flows 17:36 Variational Autoencoders - EXPLAINED! 45:16 Yee Whye Teh: On Bayesian Deep Learning and Deep Bayesian Learning (NIPS 2017 Keynote) Similar videos 03:25 Variational Inference (VI) - 1.1 - Intro - Intuition 25:40 Mean Field Approach for Variational Inference | Intuition & General Derivation 20:10 Variational Autoencoders | GenAI Animated 19:31 VI - 9.1 - SVI - Stochastic Variational Inference - Review 2:04:35 Variational Inference and Optimization I by Arto Klami 1:05:29 Variational Inference: Foundations and Innovations 48:09 Variational Inference: Simple Example (+ Python Demo) 11:33 Evidence Lower Bound (ELBO) - CLEARLY EXPLAINED! More results