Bemjax

14/09/2024

Ads be gone

20/11/2023

Next is Ilya in xAI ?
:D

21/10/2023

Implement negative reactions in a social network or not?

15/09/2023

A team in USA created a generative model based on Stable Diffusion but 10x faster.

paper discussion is tomorrow, u (saturday) on LAION discordu, 6-8 PM UTC ,

https://github.com/gnobitab/InstaFlow..InstaFlow models are one-step generators, which directly map noises to images and avoid multi-step sampling of diffusion models. On our machine with A100 GPU, the inference time is around 0.1 second, saving ~90% of the inference time compared to the original Stable Diffusion... 🤣

https://arxiv.org/abs/2309.06380

Our pipeline consists of three steps:
Generate (text, noise, image) triplets from pre-trained Stable Diffusion
Apply text-conditioned reflow to yield 2-Rectified Flow, which is a straightened generative probaiblity flow. ( look paper at bottom )
Distill from 2-Rectified Flow to get One-Step InstaFlow. Note that distillation and reflow are orthogonal techniques.

if you like Math its based on this :
https://arxiv.org/abs/2209.03003

We present rectified flow, a surprisingly simple approach to learning (neural) ordinary differential equation (ODE) models to transport between two empirically observed distributions π_0 and π_1, hence providing a unified solution to generative modeling and domain transfer, among various other tas...

31/08/2023

After training style of Roberto Raviola ( Alan Ford ) work and images of JB Tito , prompt "A pencil portrait of Tito by Magnus"

29/08/2023

A knitted Stjepan Radić :)

23/08/2023

Training 'Regoc', a diffuser, on a custom contemporary dataset of public south European persona.

12/07/2023

Google : we achieved quantum supremacy

Paper:

Quantum computers hold the promise of executing tasks beyond the capability of classical computers. Noise competes with coherent evolution and destroys long-range correlations, making it an outstanding challenge to fully leverage the computation power of near-term quantum processors. We report Rando...

23/05/2023

awww, baby warp from october 2017

23/05/2023

three years ago

www.bemjax.com

06/04/2023

https://youtu.be/i5wZJFb4dyA

In this video accompaniment to our paper "ChatGPT for Robotics: Design Principles and Model Abilities", we demonstrate how ChatGPT can help a user control a ...

21/02/2023

ControlNet
Controling pretrained large diffusion models to support additional input conditions - images of different nature like outlines, normal maps
https://arxiv.org/abs/2302.05543

Free space to test :
https://huggingface.co/spaces/hysts/ControlNet

We present a neural network structure, ControlNet, to control pretrained large diffusion models to support additional input conditions. The ControlNet learns task-specific conditions in an end-to-end way, and the learning is robust even when the training dataset is small (< 50k). Moreover, training....