CS480/680 Lecture 23: Normalizing flows (Priyank Jaini) Published 2019-07-27 Download video MP4 360p Recommendations 1:14:55 CS480/680 Lecture 24: Gradient boosting, bagging, decision forests 56:29 2021 3.1 Variational inference, VAE's and normalizing flows - Rianne van den Berg 55:51 CS480/680 Lecture 21: Generative networks (variational autoencoders and GANs) 56:16 Flow Matching for Generative Modeling (Paper Explained) 1:44:53 "Normalizing Flows" by Didrik Nielsen 00:39 Elon Musk Laughs at the Idea of Getting a PhD... and Explains How to Actually Be Useful! 1:01:31 CS480/680 Lecture 17: Hidden Markov Models 58:03 Max Welling - Make VAEs Great Again: Unifying VAEs and Flows 1:04:32 [DeepBayes2019]: Day 3, Lecture 3. Normalizing flows 1:08:07 Equivariant flow matching | Leon Klein 12:31 What are Normalizing Flows? 21:44 The weirdest paradox in statistics (and machine learning) 45:18 Shape Analysis (Lectures 17, extra content): Continuous normalizing flows 1:53:05 Variational Inference: Foundations and Modern Methods (NIPS 2016 tutorial) 58:54 Introduction to Normalizing Flows (ECCV2020 Tutorial) 1:40:41 CS480/680 Lecture 18: Recurrent and recursive neural networks 1:07:24 CS480/680 Lecture 22: Ensemble learning (bagging and boosting) 1:07:12 Gail Weiss: Thinking Like Transformers 1:13:25 CS480/680 Lecture 5: Statistical Linear Regression 29:29 Denoising Diffusion Probabilistic Models | DDPM Explained Similar videos 08:49 CS480/680 Lecture 6: Normalizing flows (Priyank Jaini) 13:53 Generative Modeling - Normalizing Flows 38:58 CS480/680 Lecture 20: Autoencoders 15:58 Stochastic Normalizing Flows 09:12 1. Normalizing flows - theory and implementation - 1D flows 1:07:02 Normalizing Flows for scientific applications 20:34 Graph Normalizing Flows 10:29 Tutorial 11: Normalizing Flows (Part 1) 1:22:38 CS480/680 Lecture 19: Attention and Transformer Networks 1:51:21 David Shih: "Introduction to normalizing flows and some applications to LHC and Gaia" 59:24 Normalizing Flows - Motivations, The Big Idea, & Essential Foundations 01:22 Priyank Jaini Resume 01:04 Density estimation with normalizing flow in a minute More results