Hacker News with Generative AI: Diffusion Models

Large Language Diffusion Models (ml-gsai.github.io)
TL;DR: We introduce LLaDA, a diffusion model with an unprecedented 8B scale, trained entirely from scratch, rivaling LLaMA3 8B in performance.

Diffusion Models, Generative AI

42 points by SerCe 17 hours ago | 12 comments

Diffusion Without Tears (notion.site)

Diffusion Models, AI, Generative AI, Computer Vision

62 points by jxmorris12 6 days ago | 20 comments

Stable Flow: Vital Layers for Training-Free Image Editing (omriavrahami.com)
Diffusion models have revolutionized the field of content synthesis and editing. Recent models have replaced the traditional UNet architecture with the Diffusion Transformer (DiT), and employed flow-matching for improved training and sampling. However, they exhibit limited generation diversity. In this work, we leverage this limitation to perform consistent image edits via selective injection of attention features.

Image Editing, Machine Learning, Computer Vision, Artificial Intelligence, Diffusion Models

12 points by gen-ai 23 days ago | 1 comments

Diffusion training from scratch on a micro-budget (github.com/SonyResearch)
This repository provides a minimalistic implementation of our approach to training large-scale diffusion models from scratch on an extremely low budget.

Machine Learning, Diffusion Models, Open Source, Budget Constraints, Research

135 points by lnyan 38 days ago | 23 comments

Pulsar: Secure Steganography for Diffusion Models (iacr.org)
Widespread efforts to subvert access to strong cryptography has renewed interest in steganography, the practice of embedding sensitive messages in mundane cover messages.

Cryptography, Steganography, Security, Artificial Intelligence, Diffusion Models

41 points by aliventer 152 days ago | 3 comments

Diffusion models are real-time game engines (gamengen.github.io)

Diffusion Models, Game Engines, Real-time, Artificial Intelligence

1149 points by jmorgan 177 days ago | 409 comments

DifuzCam: Replacing Camera Lens with a Mask and a Diffusion Model (arxiv.org)

Computer Vision, Machine Learning, Generative AI, Diffusion Models

116 points by dataminer 187 days ago | 47 comments

Diffusion Training from Scratch on a Micro-Budget (arxiv.org)

Diffusion Models, Machine Learning, Computer Vision, Budget

208 points by fzliu 206 days ago | 27 comments

Diffusion Texture Painting (nvidia.com)

Diffusion Models, Generative AI, Image Generation, Computer Graphics, NVIDIA

6 points by jhncls 215 days ago | 0 comments

CAT3D: Create Anything in 3D with Multi-View Diffusion Models (cat3d.github.io)

3D Modeling, AI, Generative AI, Diffusion Models

14 points by alphabetting 280 days ago | 2 comments