"Incorporating dynamical system and control structure into neural networks " by Zico Kolter Published 2022-11-08 Download video MP4 360p Recommendations 40:37 Panel discussion: Jean-Jacques Slotine, Zico Kolter, Davide Scaramuzza and Chuchu Fan 38:30 "Stable adaptation and learning in large dynamical networks" by Jean-Jacques Slotine 1:15:46 Deep Learning Bootcamp: Kaiming He 20:18 Why Does Diffusion Work Better than Auto-Regression? 25:28 Watching Neural Networks Learn 59:23 Zico Kolter: New Approaches to Detecting and Adapting to Domain Shifts in Machine Learning 53:40 Variational methods and deep learning for high-dimensional dynamical systems 51:22 Rethinking Physics Informed Neural Networks [NeurIPS'21] 15:14 How are memories stored in neural networks? | The Hopfield Network #SoME2 1:10:36 Physics-Informed Neural Networks (PINNs) - An Introduction - Ben Moseley | Jousef Murad 1:51:35 NeurIPS 2020 Tutorial: Deep Implicit Layers 17:38 The moment we stopped understanding AI [AlexNet] 24:06 Sparse Identification of Nonlinear Dynamics (SINDy): Sparse Machine Learning Models 5 Years Later! 17:57 Generative AI in a Nutshell - how to survive and thrive in the age of AI 1:18:53 George Karniadakis - From PINNs to DeepOnets 33:04 The Grandfather Of Generative Models 21:15 Deep Reinforcement Learning: Neural Networks for Learning Control Laws 36:23 Physics-informed neural networks (PINNs) 45:45 Introduction to Topological Deep Learning Similar videos 1:00:25 Zico Kolter: "Integrating optimization, constraints, and control within deep learning models" 1:18:47 Zico Kolter - Incorporating physics and decision making into deep learning via implicit layers 35:33 Zico Kolter (Carnegie Mellon University): "Cheating with neural networks" 17:21 Deep Delay Autoencoders Discover Dynamical Systems w Latent Variables: Deep Learning meets Dynamics! 50:27 Integrating Constraints into Deep Learning Architectures with Structured Layers 57:22 Incorporating Constraints into Deep Learning, with Application to Grid Optimization 1:02:45 Incorporating Physics and Decision-making into Deep Models with Implicit Layers 59:18 09/13/2022 -- Zico Kolter (CMU & Bosch Center for AI) 36:07 Learning Dynamical Systems More results