Jaivardhan Kapoor
@jkapoor.bsky.social
PhD student @ Uni Tübingen/MPI-IS, Germany. I work on diffusion models for clinical data.
Latent Diffusion for Neural Spiking Data -- a flexible generative model for realistic neural recordings co-led with
@auschulz.bsky.social
This was a very fun and intense project, and my first (and hopefully not the last) foray into #neuro!
Check out our poster at NeurIPS Poster session 1, Wed!
@auschulz.bsky.social
This was a very fun and intense project, and my first (and hopefully not the last) foray into #neuro!
Check out our poster at NeurIPS Poster session 1, Wed!
1) With our @neuripsconf.bsky.social poster happening tomorrow, it's about time to introduce our Spotlight paper 🔦, co-lead with @jkapoor.bsky.social:
Latent Diffusion for Neural Spiking data (LDNS), a latent variable model (LVM) which addresses 3 goals simultaneously:
Latent Diffusion for Neural Spiking data (LDNS), a latent variable model (LVM) which addresses 3 goals simultaneously:
December 11, 2024 at 8:05 AM
Latent Diffusion for Neural Spiking Data -- a flexible generative model for realistic neural recordings co-led with
@auschulz.bsky.social
This was a very fun and intense project, and my first (and hopefully not the last) foray into #neuro!
Check out our poster at NeurIPS Poster session 1, Wed!
@auschulz.bsky.social
This was a very fun and intense project, and my first (and hopefully not the last) foray into #neuro!
Check out our poster at NeurIPS Poster session 1, Wed!
Reposted by Jaivardhan Kapoor
The sbi package is growing into a community project 🌍 To reflect this and the many algorithms, neural nets, and diagnostics that have been added since its initial release, we have written a new software paper 📝 Check it out, and reach out if you want to get involved: arxiv.org/abs/2411.17337
sbi reloaded: a toolkit for simulation-based inference workflows
Scientists and engineers use simulators to model empirically observed phenomena. However, tuning the parameters of a simulator to ensure its outputs match observed data presents a significant challeng...
arxiv.org
November 27, 2024 at 11:17 AM
The sbi package is growing into a community project 🌍 To reflect this and the many algorithms, neural nets, and diagnostics that have been added since its initial release, we have written a new software paper 📝 Check it out, and reach out if you want to get involved: arxiv.org/abs/2411.17337