Neural Sheaf Diffusion: A Topological Perspective on Heterophily and Oversmoothing in GNNs
4:33
Find in video from 03:05Shift Neural Networks and Graph Representation Learning
Neural Sheaf Diffusion: A Topological Perspective on Heter…
1.7K viewsJun 13, 2022
YouTubeBastian Grossenbacher-Rieck
AMMI 2022 Course "Geometric Deep Learning" - Seminar 4 (Neural Sheaf Diffusion) - Cristian Bodnar
52:51
Find in video from 15:10Expressive Power of Sheaf Diffusion Processes
AMMI 2022 Course "Geometric Deep Learning" - Seminar 4 (Neural She…
2.8K viewsJul 27, 2022
YouTubeMichael Bronstein
Neural Sheaf Diffusion: A Topological Perspective on Heterophily and Oversmoothing in GNNs
1:08:06
Find in video from 1:01:05Neural Sheaf Diffusion GNN
Neural Sheaf Diffusion: A Topological Perspective on Heter…
9.3K viewsMay 30, 2022
YouTubeAleksa Gordić - The AI Epiphany
Neural Sheaf Diffusion: Graphs X Topology
1:10:47
Find in video from 16:18Key Insight: Neural Sheaf Diffusion construction
Neural Sheaf Diffusion: Graphs X Topology
774 viewsAug 22, 2022
YouTubeJohn Tan Chong Min
Lecture 3: Sheaf Neural Networks - Cristian Bodnar
1:28:36
Lecture 3: Sheaf Neural Networks - Cristian Bodnar
8.4K viewsAug 9, 2022
YouTubeMichael Bronstein
Cristian Bodnar (11/7/23): A Sheaf-based Approach to Graph Neural Networks
1:01:09
Cristian Bodnar (11/7/23): A Sheaf-based Approach to Graph Neural …
2.2K viewsNov 9, 2023
YouTubeApplied Algebraic Topology Network
Diffusion Models Explained with Math From Scratch
31:21
Diffusion Models Explained with Math From Scratch
4.9K viewsFeb 23, 2024
YouTubeAI with Math
Diffusion Models for AI Image Generation
12:05
Diffusion Models for AI Image Generation
79.1K viewsJan 30, 2025
YouTubeIBM Technology
Neural diffusion PDEs, differential geometry, and graph neural networks - Michael Bronstein
1:13:05
Find in video from 04:07Origins of Neural Networks
Neural diffusion PDEs, differential geometry, and graph neural netwo…
4.4K viewsMar 1, 2022
YouTubeIARAI Research
Mastering Stable Diffusion: The Future of AI Image Generation Explained
2:41
Mastering Stable Diffusion: The Future of AI Image Generation Ex…
179 views8 months ago
YouTubeBrain Pod AI
Why Does Diffusion Work Better than Auto-Regression?
20:18
Find in video from 01:00Training Neural Nets for Prediction Tasks
Why Does Diffusion Work Better than Auto-Regression?
691.5K viewsFeb 16, 2024
YouTubeAlgorithmic Simplicity
An Introduction to Graph Neural Networks
5:44
An Introduction to Graph Neural Networks
28.8K views10 months ago
YouTubeDataMListic
Text to Image Diffusion AI Model from scratch - Explained one line of code at a time!
24:58
Text to Image Diffusion AI Model from scratch - Explained one line …
33K viewsMay 26, 2024
YouTubeNeural Breakdown with AVB
Stable Diffusion from Scratch in PyTorch | Unconditional Latent Diffusion Models
42:29
Stable Diffusion from Scratch in PyTorch | Unconditional Latent Di…
37K viewsFeb 2, 2024
YouTubeExplainingAI
Robert Ghrist (8/29/21): Laplacians and Network Sheaves
48:05
Robert Ghrist (8/29/21): Laplacians and Network Sheaves
2.7K viewsSep 9, 2021
YouTubeApplied Algebraic Topology Network
Robert Ghrist (5/1/21): Laplacians and Network Sheaves
1:05:17
Find in video from 02:09Network Sheaves
Robert Ghrist (5/1/21): Laplacians and Network Sheaves
2.6K viewsMay 12, 2021
YouTubeApplied Algebraic Topology Network
Cats4AI talk: Sheaves for AI, Thomas Gebhart
1:01:11
Cats4AI talk: Sheaves for AI, Thomas Gebhart
3.7K viewsMay 29, 2023
YouTubePim de Haan
Backpropagation calculus | Deep Learning Chapter 4
10:18
Find in video from 00:39Network Example: Single Neuron
Backpropagation calculus | Deep Learning Chapter 4
3.7M viewsNov 3, 2017
YouTube3Blue1Brown
How I Understand Flow Matching
16:25
How I Understand Flow Matching
57.9K viewsJun 2, 2024
YouTubeJia-Bin Huang
Neural Network Architectures & Deep Learning
9:09
Neural Network Architectures & Deep Learning
853.8K viewsJun 6, 2019
YouTubeSteve Brunton
Neural network for image classification | Computer Vision from Scratch series [Lecture 4]
58:44
Neural network for image classification | Computer Vision fr…
8.5K views11 months ago
YouTubeVizuara
Flow Matching for Generative Modeling (Paper Explained)
56:16
Find in video from 04:00Noising Process and Neural Network
Flow Matching for Generative Modeling (Paper Explained)
98.9K viewsApr 8, 2024
YouTubeYannic Kilcher
An Introduction to Graph Neural Networks: Models and Applications
59:00
An Introduction to Graph Neural Networks: Models and Applications
347.7K viewsMay 8, 2020
YouTubeMicrosoft Research
Who Gives a Sheaf? Part 1: A First Example
15:38
Find in video from 05:16Notion of Sheaf
Who Gives a Sheaf? Part 1: A First Example
22.4K viewsJan 10, 2023
YouTubeK-Theory
🔬Max Welling: Materials Underlie Everything
34:14
🔬Max Welling: Materials Underlie Everything
1.8K views3 weeks ago
YouTubeLatent Space
Neural Radiance Fields in 2 Minutes
2:12
Neural Radiance Fields in 2 Minutes
5.9K viewsAug 29, 2024
YouTubeNumeryst
Neural Networks Demystified [Part 1: Data and Architecture]
3:07
Find in video from 01:02Artificial Neural Networks
Neural Networks Demystified [Part 1: Data and Architecture]
822.8K viewsNov 4, 2014
YouTubeWelch Labs
Denoising Diffusion Probabilistic Models from Scratch using PyTorch!
10:20
Denoising Diffusion Probabilistic Models from Scratch using PyTor…
3.9K viewsJun 15, 2024
YouTubePapers in 100 Lines of Code
Physics Informed Neural Network (PINN), Neutron Diffusion Equation as an Example.
13:43
Find in video from 00:25What is Physics Informing Neural Network?
Physics Informed Neural Network (PINN), Neutron Diffusion Equatio…
889 viewsNov 24, 2022
YouTubeMohamed Elhareef
Adversarial Purification using Diffusion Models
18:05
Adversarial Purification using Diffusion Models
169 viewsJan 29, 2025
YouTubeWarwick SIAM-IMA Student Chapter
See more