I've been putting together an interactive tool called DiffusionLab... for explaining the geometric intuition behind diffusion and flow based generative models. Sampling is actually being done in the browser using Tensorflow.js! It is still in the very early stages.show more

I made a tool called Diffusion Explorer that lets... you to train and visualize simple 2D diffusion and flow models live in the browser. You can draw your own distributions and observe how the generated samples converge during training. Try it live 👇show more

Still one of my fav projects I worked on... in the day job – an interactive experience showing low-carbon technology for the home Custom 3D models created in Blender 🔶 and everything is rendered in the browser using Three.js and the awesome react-three-fibershow more

MaskINT: Video Editing via Interpolative Non-autoregressive Masked Transformers paper... page: Recent advances in generative AI have significantly enhanced image and video editing, particularly in the context of text prompt control. State-of-the-art approaches predominantly rely on diffusion models to accomplish these tasks. However, the computational demands of diffusion-based methods are substantial, often necessitating large-scale paired datasets for training, and therefore challenging the deployment in practical applications. This study addresses this challenge by breaking down the text-based video editing process into two separate stages. In the first stage, we leverage an existing text-to-image diffusion model to simultaneously edit a few keyframes without additional fine-tuning. In the second stage, we introduce an efficient model called MaskINT, which is built on non-autoregressive masked generative transformers and specializes in frame interpolation between the keyframes, benefiting from structural guidance provided by intermediate frames. Our comprehensive set of experiments illustrates the efficacy and efficiency of MaskINT when compared to other diffusion-based methodologies. This research offers a practical solution for text-based video editing and showcases the potential of non-autoregressive masked generative transformers in this domain.show more

There's a lot of both 2D and 3D effort... that we're putting into Star Birds together with our friends at Toukana Interactive! Here's a quick behind the scenes look at some of the assets, 3D models, birb shenanigans and cutscenes that you might have already seen in the Early Access version! 🚀✨ Have you already joined us on this space adventure? Don't miss out! Star Birds in Early Access is available on Steam:show more

This symmetric diffusion paper at ICLR is nice (simple... idea in retrospect): SymmCD: Symmetry-Preserving Crystal Generation with Diffusion Models We'd actually implemented this idea internally at Orbital, and it works nicely even for very large crystal structures:show more

relating to Stocky, this is the game they're being... made for! The game is called Meleeniacs and its in VERY early development. This is all subject to change, but I'm open to any questions about the plans for this game :Dshow more

Keir Starmer explaining how shunting off your kids early... to a Breakfast Club is, wait for it, "bringing families and children together across the country". Clearly he isn't all there in the head.show more

Kimi K3 built a fully procedural browser-based 3D exploration... game using Three.js WebGPU and GPU compute. It procedurally generated the environment, while using a 3D asset generation tool to create the rider and horse models, producing an expansive open world with forests, a log-cabin village, snowy mountains, and dynamic weather. External assets used: animated cowboy and horse models and terrain data.show more

Ask Claude to document and describe the main flows... in your app and output in a single page html + json data file. Incredibly useful for humans and the JSON file is very useful for explaining the flow to the LLM when working on new features/bugfixes.show more

CanvAi is live on Product Hunt 😸 today 🎉... A canvas-based image generation tool built on tldraw. Sketch, composite, and iterate using the latest image models. Check it out 👇show more

I found a much cleaner way to browse the... newly released UFO files. The site is called Show Me UFOs, and it is significantly easier to use than the Department of War 🇺🇸 release page. You can sort the files by document type, agency, date, and even explore them through an interactive map. For anyone trying to actually dig through this material instead of just skim headlines, this is a genuinely useful tool. Link is in the attached comment. #ufox #ufotwittershow more

The former MCA behind the song 'Papa wa Roma'... which called out Wetangula and Mudavadi for allegedly lying to Western Kenya has been beaten by goons and is now in hospital. The song is in the comments!show more

In South America, there is a place where 275... waterfalls cascade together. It is called Iguazu Falls, and it is the largest waterfall system in the world.show more

An update for everyone who is not in our... Discord... Obviously we are still early in development, and our team has been working hard to release updates for everyone to see. We have a peak at the terrain, which is this picture is based of the North Dakota drift prairie, Great care, time and effort was put into the terrain to create smooth rolling hills, the road network in this region will be challenging, just as it is in real life. From Will The current state of the TIV2 model, which will include a lot more in depth details, From Jlkillen03 The stages of damage to a Blender made house, From Kunahic And how texturing will be used for assets like the interiors! From BSPshow more

"There would have been a resolution today if it... was not for the US ambassador putting up her hand up in veto. She stopped an immediate ceasefire being ordered in Gaza. This is the 3rd time..." Remember this every time the US administration says how concerned it isshow more

Swimming upstream is amazing because it flips intuition on... its head: instead of being carried by the flow, these tiny swimmers use vortices and pressure gradients in the current to move forward. Garuda Sanjivani shows how life doesn’t fight physics;it recruits it.show more