A visualization of how I think of diffusion in... frequency space Diffusion often generates the low frequencies in the earlier steps before generating the higher frequencies in the later stepsshow more

The latent space of earlier generative models like GANS... can linearly encode concepts of the data. What if the data was model weights? We present weights2weights, a subspace in diffusion weights that behaves as an interpretable latent space over customized diffusion models.show more

Immerse yourself in the healing power of frequencies! 🎶... Tune in and witness the magical transformation as soothing vibrations wash away stress and restore balance. ✨ Let the healing frequencies transport you to a state of serenity and rejuvenation. 🧘 Explore resonant frequencies here:show more

Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models... "Block diffusion sequentially generates blocks of tokens by performing diffusion within each block and conditioning on previous blocks. By combining strength from autoregressive and diffusion models, block diffusion overcomes the limitations of both approaches by supporting variable-length, higher-quality generation and improving inference efficiency with KV caching and parallel sampling."show more

A rendering of the beginning of our universe (along... one rulial+quantum branch) in our Wolfram Physics Project---and the first steps in the construction of space. (The nodes are not in space; they're what space is made of.)show more

Selected as a best paper finalist at #CVPR2026: PixelDiT... from NVIDIA Research In most image generation models, a pretrained autoencoder compresses the image before any diffusion happens, causing quality loss that accumulates across the entire pipeline. PixelDiT, or Pixel Diffusion Transformers, removes this step entirely. It's a single-stage model that learns the diffusion process directly in pixel space, end-to-end.show more

Flux 2 Klein 4B param, dropped at 2 steps... with much higher FPS! I also added a couple of LORA's, I'll mess around with. Such a good diffusion model!show more

Observe the power of the sound wave. Observe how... matter reacts as if reality were altered. At the right frequencies, it is possible to generate powerful vibrations. Sound Frequency Vibration.show more

Diffusion models are sensitive to small changes in the... input noise. We introduce Alias-Free Latent Diffusion Models (𝗔𝗙-𝗟𝗗𝗠) at #CVPR2025. It achieves shift-equivariance and generates consistent outputs. Project: arXiv:show more

The Camp Nou steps have the names of all... the highest goal scorers in Barça history. I wouldn’t mind climbing the steps over and over 😁show more

Google is making progress on their diffusion models... It's... now as good as a Gemini 2.0 Flash Lite. The writing is on the wall, a majority of language AI use in the future will be diffusion models.show more

Post-Lament Anthropocene: Stars Intertwined — Jingran A rare power... resides in Jingran's right eye, letting him seize scattered frequencies that slip past all conventional senses. When his Resonance power reaches a critical threshold, he can raise an isolation barrier in real space, forcing every concealed frequency into the open. Working in concert with the high-order Remnant Creature dwelling in his left eye, he commands a further suite of abilities including frequency anchoring, shared perception, and the relaying of commands. #WutheringWaves #Jingranshow more

3. The Lost Art of Healing Frequencies

Flow matching produces smooth, deterministic trajectories. In contrast, the... sampling process of a diffusion model is chaotic, resembling the random motion of gas particles.show more

JSN sees Darnold scramble so he spins to the... right, sits in the hole in the zone, steps past a WR crossing in front of him to become a friendlier target, and digs out a low passshow more

To escape the effects of current EW jammers, FPV... control frequencies have been often lowered to 400MHz or even 300MHz. One consequence is that new jammer antennas to cover these frequencies get ever larger, as seen in this big Russian 400-500MHz cloverleaf antenna.show more