GANs are so back?! Scientists from Brown and Cornell... have published a paper with a ✨ modern architecture GAN ✨ that is 🗿 stable to train 🗿 and competitive with SOTA GANs and even diffusion models Paper and demo 👇show more

Okay, this is seriously cool. A team from Google... DeepMind, including DeepMind Cofounder Shane Legg, published a paper "From AGI to ASI". In the paper, they include instructions for an AI agent to read along with you. You can open the paper in Codex's in-app browser and have GPT-5.5 read it with you and explain all the concepts. This is the future. AI agents will be part of the target audience, and help us to understand anything we want.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

This is the direction West African architecture could have... evolved into; Modern, rooted in a shared central space, expressed with earthen materials, and different from all these modern boxes we now have.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

The Hidden Language of Diffusion Models paper page: tackle... the challenge of understanding concept representations in text-to-image models by decomposing an input text prompt into a small set of interpretable elements. This is achieved by learning a pseudo-token that is a sparse weighted combination of tokens from the model's vocabulary, with the objective of reconstructing the images generated for the given concept. Applied over the state-of-the-art Stable Diffusion model, this decomposition reveals non-trivial and surprising structures in the representations of concepts. For example, we find that some concepts such as "a president" or "a composer" are dominated by specific instances (e.g., "Obama", "Biden") and their interpolations. Other concepts, such as "happiness" combine associated terms that can be concrete ("family", "laughter") or abstract ("friendship", "emotion"). In addition to peering into the inner workings of Stable Diffusion, our method also enables applications such as single-image decomposition to tokens, bias detection and mitigation, and semantic image manipulationshow more

My first PhD paper!🎉We learn *diffusion* models for code... generation that learn to directly *edit* syntax trees of programs. The result is a system that can incrementally write code, see the execution output, and debug it. 🧵1/nshow more

✨ OneFootball Credits are here ✨ Now that the... Open Edition Mint has concluded (rewards have been distributed, see thread), OneFootball is ready to announce "OneFootball Credits" and its newly emerging ecosystem! Read our ecosystem paper here: 👉show more

Our new paper is published today on Development!!!! A... collaboration with Deirdre Lyons and Vanessa Barone where we use sea star embryos to analyse the 3D packing dynamics and, of course, #sctuoids. This is the Thesis work of Antonio Tagua.show more

AI is turning simple ideas into cinematic stories. ✨... A midnight train, a glowing paper crane, and a little touch of AI magic. 🤍 This is just the beginning of what AI can create. 🚀show more

Since he’s not in Paris anymore, here it is:... Hudson Williams yesterday was at the balcony with Aika Flores (his hairstylist and friend) signing autographs and sending them as little paper planes and then he shouted that he ran out of paper for them to be careful with the heads and threw a clementine. via sofianealarcon & _anais_louiseshow more

Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation paper page:... Large text-to-image diffusion models have exhibited impressive proficiency in generating high-quality images. However, when applying these models to video domain, ensuring temporal consistency across video frames remains a formidable challenge. This paper proposes a novel zero-shot text-guided video-to-video translation framework to adapt image models to videos. The framework includes two parts: key frame translation and full video translation. The first part uses an adapted diffusion model to generate key frames, with hierarchical cross-frame constraints applied to enforce coherence in shapes, textures and colors. The second part propagates the key frames to other frames with temporal-aware patch matching and frame blending. Our framework achieves global style and local texture temporal consistency at a low cost (without re-training or optimization). The adaptation is compatible with existing image diffusion techniques, allowing our framework to take advantage of them, such as customizing a specific subject with LoRA, and introducing extra spatial guidance with ControlNet. Extensive experimental results demonstrate the effectiveness of our proposed framework over existing methods in rendering high-quality and temporally-coherent videos.show more

Hi! My name is David, and THIS is just... a little bit of the animation and cleaning up work I've done over the last year ✨ #Portfolio Music from Paper Mario: Sticker Starshow more

We are also releasing self-contained lecture notes that explain... flow matching and diffusion models from scratch. This goes from "zero" to the state-of-the-art in modern Generative AI. 📖 Read the notes here: Joint work with Ezra Erives.show more

JUST IN: Meta AI introduces Voicebox, an all-in-one generative... speech model. Voicebox is an impressive breakthrough! It could do for speech what other models like GPT-3 and Stable Diffusion have done for text and images. Some key details: - Voicebox can synthesize speech across 6 languages - It's a general-purpose model that can perform tasks it wasn't trained on. It can perform noise removal, content editing, style conversion, and more - Supports in-context text-to-speech synthesis and cross-lingual style transfer - It's 20x faster than current models and outperforms single-purpose models through in-context learning paper: blog:show more

What to pack and fuel up with at a... tournament or back to back games/events/competitions as a student-athlete ?? 👇These are the high-quality protein + carbohydrate options to have on hand to support energy needs! ✨Volleyball ✨Swimming ✨Track & field/XC ✨Baseball/softball ✨Basketball ✨Wrestling ✨Tennis ✨Football ✨Soccer/LAX ✨Field & Ice Hockeyshow more