#generative-model — Public Fediverse posts

I invented a new generative model and got accepted to ICLR

https://discrete-distribution-networks.github.io/

#HackerNews #generativemodel #ICLR #invention #machinelearning #hackernews

I invented a new generative model and got accepted to ICLR

https://discrete-distribution-networks.github.io/

#HackerNews #generativemodel #ICLR #invention #machinelearning #hackernews

Spectral Labs releases SGS-1: the first generative model for structured CAD

https://www.spectrallabs.ai/research/SGS-1

#HackerNews #SpectralLabs #SGS1 #GenerativeModel #CAD #Technology #Innovation

Spectral Labs releases SGS-1: the first generative model for structured CAD

https://www.spectrallabs.ai/research/SGS-1

#HackerNews #SpectralLabs #SGS1 #GenerativeModel #CAD #Technology #Innovation

Loopy, an AI model that generates lifelike portrait motion from audio input alone! 🎥✨ Loopy uses advanced temporal modules to sync natural movements like eye, eyebrow, and head motions with different audio types, whether it's speech, sighs, or even singing.
#AI #DeepLearning #AudioDrivenAI #GenerativeModel #VideoSynthesis #Bytedance
https://loopyavatar.github.io/

Loopy, an AI model that generates lifelike portrait motion from audio input alone! 🎥✨ Loopy uses advanced temporal modules to sync natural movements like eye, eyebrow, and head motions with different audio types, whether it's speech, sighs, or even singing.
#AI #DeepLearning #AudioDrivenAI #GenerativeModel #VideoSynthesis #Bytedance
https://loopyavatar.github.io/

Great post to follow along to learn diffusion model by implementing it from scratch. The distance function based perspective is new to me and makes a lot of sense with the visuals. https://www.chenyang.co/diffusion.html #Diffusion #GenerativeModel #FromScratch (via https://message.haoxiang.org)

Distillation on top of k-rectified Flow makes a one-step SD called InstaFlow. Nice work. The reasoning makes sense to me, although I didn't fully get why it works. The overall workflow looks like a sophisticated distillation pipeline to me. Now this paper shows that it is possible to do it in one step, there must be some other way to get a similar linearly coupled target distribution. https://arxiv.org/abs/2309.06380 #Diffusion #GenerativeModel (via https://message.haoxiang.org)

A nice way to model how one distribution transforms into another. The time-dependent vector field defines the flow and hence the probabilistic path across distributions. Interestingly diffusion model can be viewed as a special instance of this flow matching framework and one can alternatively define the path following optimal transportation theory as well. https://arxiv.org/abs/2210.02747 #Diffusion #GenerativeModel (via https://message.haoxiang.org)

GZIP is all you need ...

Language modeling is compression

https://arxiv.org/abs/2309.10668

"... Finally, we show that the prediction-compression equivalence allows us to use any compressor (like gzip) to build a conditional generative model."

#compression #generativemodel

GZIP is all you need ...

Language modeling is compression

https://arxiv.org/abs/2309.10668

"... Finally, we show that the prediction-compression equivalence allows us to use any compressor (like gzip) to build a conditional generative model."

#compression #generativemodel

There will be two interesting #ComputationalNeuroscience seminars this Wednesday, both online:

Simon Danner, "#ComputationalModels of spinal locomotor circuitry"
⏰ Wednesday, June 14, 2023 10:00 AM CET
🌎 https://www.world-wide.org/seminar/9337/

Neil Burgess, "Understanding our #memory system as a #GenerativeModel"
⏰ Wednesday, June 14, 2023 3:00 PM CET
🌎 https://www.ucl.ac.uk/research/domains/events/2023/jun/ucl-neuroai-talk-series-professor-neil-burgess

#compneuro #neuroscience

A #deeplearning model predicting unmeasured transcriptomic responses of single cells to single or combinatorial perturbations (drugs, gene knockouts etc.) ➡️ https://www.embopress.org/doi/full/10.15252/msb.202211517
from Fabian Theis @HelmholtzMunich
#machinelearning #GenerativeModel #systemsbiology #singlecell

A #deeplearning model predicting unmeasured transcriptomic responses of single cells to single or combinatorial perturbations (drugs, gene knockouts etc.) ➡️ https://www.embopress.org/doi/full/10.15252/msb.202211517
from Fabian Theis @HelmholtzMunich
#machinelearning #GenerativeModel #systemsbiology #singlecell

For anyone interested in AI-generated assets you might want to take a look at this paper from NVIDIA:

"GET3D: A Generative Model of High Quality 3D Textured Shapes Learned from Images"

https://nv-tlabs.github.io/GET3D/

The code is available on GitHub:

https://github.com/nv-tlabs/GET3D

#AI #AIArt #3D #3DModel #GET3D #GenerativeModel #GameDev #NVIDIA

For anyone interested in AI-generated assets you might want to take a look at this paper from NVIDIA:

"GET3D: A Generative Model of High Quality 3D Textured Shapes Learned from Images"

https://nv-tlabs.github.io/GET3D/

The code is available on GitHub:

https://github.com/nv-tlabs/GET3D

#AI #AIArt #3D #3DModel #GET3D #GenerativeModel #GameDev #NVIDIA