Hacker News with Generative AI: Diffusion Models

Watermark segmentation (github.com/Diffusion-Dynamics)
This repository by Diffusion Dynamics, showcases the core technology behind the watermark segmentation capabilities of our first product, clear.photo. This work leverages insights from research on diffusion models for image restoration tasks.

Image Processing, Computer Vision, Diffusion Models, Open Source

32 points by abriosi 12 days ago | 21 comments

Controlling Language and Diffusion Models by Transporting Activations (apple.com)
Large generative models are becoming increasingly capable and more widely deployed to power production applications, but getting these models to produce exactly what's desired can still be challenging.

Generative AI, Machine Learning, Artificial Intelligence, Language Models, Diffusion Models

90 points by 2bit 16 days ago | 15 comments

Lecture_diffusion_models.pdf (dropbox.com)

Machine Learning, Computer Science, PDF, Diffusion Models

5 points by Anon84 18 days ago | 3 comments

Simple Denoising Diffusion (github.com/utkuozbulak)
This repository contains a bare-bone implementation of denoising diffusion [1,2] in PyTorch, with majority of its code taken from The Annotated Diffusion and Phil Wang's diffusion repository.

Machine Learning, Diffusion Models, PyTorch, Open Source, Code

36 points by jvkersch 24 days ago | 0 comments

Why I find diffusion models interesting? (rnikhil.com)
I stumbled across this tweet a week or so back where this company called Inception Labs released a Diffusion LLM (dLLM). Instead of being autoregressive and predicting tokens left to right, here you start all at once and then gradually come up with sensible words simultaneously (start/finish/middle etc. all at once). Something which worked historically for image and video models is now outperforming similar-sized LLMs in code generation.

Generative AI, Machine Learning, Diffusion Models

202 points by whoami_nr 50 days ago | 86 comments

LLM generates the entire output at once (first diffusion LLM) [video] (youtube.com)

Generative AI, Diffusion Models, Artificial Intelligence, Video

4 points by amichail 50 days ago | 0 comments

First large diffusion-based LLM (twitter.com)
Something went wrong, but don’t fret — let’s give it another shot.

Generative AI, Diffusion Models

12 points by mjazwiecki 50 days ago | 1 comments

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

45 points by SerCe 65 days ago | 12 comments

Diffusion Without Tears (notion.site)

Diffusion Models, AI, Generative AI, Computer Vision

62 points by jxmorris12 71 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 88 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 103 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 216 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 241 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 252 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 270 days ago | 27 comments

Diffusion Texture Painting (nvidia.com)

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

6 points by jhncls 279 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 344 days ago | 2 comments