Ludwig - ai/generative_models

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Hunyuan-GameCraft

Added on August 18, 2025 · 2 min read

Why Does Diffusion Work Better than Auto-Regression?

Added on July 24, 2025 · 20:18 · 635.9K views

Explains the mechanics and trade-offs of modern generative models, contrasting autoregressive transformer pipelines with denoising diffusion processes and detailing why diffusion excels at image generation while transformers dominate text.

Diffusion Models: DDPM | Generative AI Animated

Added on July 22, 2025 · 32:05 · 28.2K views

Diffusion Models From Scratch | Score-Based Generative Models Explained | Math Explained

Added on July 22, 2025 · 38:11 · 49.4K views

More Than Image Generators: A Science of Problem-Solving using Probability | Diffusion Models

Added on July 22, 2025 · 52:28 · 27.7K views

The Breakthrough Behind Modern AI Image Generators | Diffusion Models Part 1

Added on July 22, 2025 · 24:23 · 56.6K views

Zed Inferred: Diffusion Language Models

Added on July 22, 2025 · 62:36 · 4.3K views

An overview of Generative AI: music, video and image creation

Added on July 22, 2025 · 60:42 · 2.7K views

Google DeepMind’s Douglas Eck surveys state-of-the-art generative AI systems for music, video, and images, detailing model architectures and datasets.

AI Art Explained: How AI Generates Images (Stable Diffusion, Midjourney, and DALLE)

Added on July 22, 2025 · 28:46 · 41.0K views

Illustrated guide to Stable Diffusion explaining latent-diffusion training, CLIP text encoders, and reverse-diffusion image generation.

Stable Diffusion in Code (AI Image Generation) - Computerphile

Added on July 22, 2025 · 16:56 · 309.4K views

Computerphile coding session builds and tweaks Stable Diffusion models in Python/Colab, clarifying sampler parameters and latent spaces.

How Diffusion Works for Text

Added on July 22, 2025 · 42:24 · 6.6K views

The State of Generative Models

Added on July 15, 2025 · 16 min read

World Models

Added on June 26, 2025 · 35 min read

Optimizing Transformer-Based Diffusion Models for Video Generation with NVIDIA TensorRT

Added on May 16, 2025 · 6 min read

Position: Model Collapse Does Not Mean What You Think

Added on April 10, 2025 · 1 min read

diffusion transformers

Added on April 5, 2025 · 1 min read

Flow Matching Guide and Code

Added on December 17, 2024 · 2h 56m read

Genie 2: A large-scale foundation world model

Added on December 10, 2024 · 7 min read

WilliamYi96/Awesome-Energy-Based-Models: A curated list of resources on energy-based models.

Added on December 9, 2024 · 7 min read

"CBLL, Research Projects, Computational and Biological Learning Lab, Courant Institute, NYU"

Added on December 9, 2024 · 6 min read

yataobian/awesome-ebm: Collecting research materials on EBM/EBL (Energy Based Models, Energy Based Learning)

Added on December 9, 2024 · 16 min read

2305.20091

Added on September 30, 2024 · 48 min read

Tutorial on Diffusion Models for Imaging and Vision

Added on September 10, 2024 · 2h 48m read

Stretching Each Dollar: Diffusion Training from Scratch on a Micro-Budget

Added on July 29, 2024 · 1 min read

Picsart-AI-Research/LIVE-Layerwise-Image-Vectorization: [CVPR 2022 Oral] Towards Layer-wise Image Vectorization

Added on July 1, 2024 · 1 min read

Step-by-Step Diffusion: An Elementary Tutorial

Added on June 15, 2024 · 1h 26m read

What are Diffusion Models?

Added on June 6, 2024 · 23 min read

Iterative α-(de)Blending: a Minimalist Deterministic Diffusion Model

Added on June 5, 2024 · 1 min read

How diffusion models work: the math from scratch

Added on June 1, 2024 · 18 min read

The Annotated Diffusion Model

Added on May 19, 2024 · 27 min read

Defusing Diffusion Models

Added on May 19, 2024 · 21 min read

The Illustrated Stable Diffusion

Added on May 19, 2024 · 11 min read

Memory in Plain Sight: A Survey of the Uncanny Resemblances between Diffusion Models and Associative Memories

Added on February 9, 2024 · 57 min read

Memory in Plain Sight: A Survey of the Uncanny Resemblances between Diffusion Models and Associative Memories

Added on February 8, 2024 · 1 min read

Pen and Paper Exercises in Machine Learning

Added on January 7, 2024 · 1 min read

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