Mike McCabe
@michael-mccabe.bsky.social
Machine learning/scientific computing researcher at Polymathic AI in the Flatiron Institute. he/him. Enjoys running, climbing, and pictures of really well camouflaged animals.
Great work by @francois-rozet.bsky.social. Some really unexpected insights about compression in LDMs. It was such a privilege to have him with us @polymathicai.bsky.social!
Does a smaller latent space lead to worse generation in latent diffusion models? Not necessarily! We show that LDMs are extremely robust to a wide range of compression rates (10-1000x) in the context of physics emulation.
We got lost in latent space. Join us 👇
We got lost in latent space. Join us 👇
September 3, 2025 at 2:01 PM
Great work by @francois-rozet.bsky.social. Some really unexpected insights about compression in LDMs. It was such a privilege to have him with us @polymathicai.bsky.social!
Heading off to #NeurIPS2024 today! Feel free to reach out if you're around to catch up!
If you're interested, please visit our poster sessions tomorrow at 11 PST for MPP (neurips.cc/virtual/2024...) or on Thursday at 11 for the Well (neurips.cc/virtual/2024...).
If you're interested, please visit our poster sessions tomorrow at 11 PST for MPP (neurips.cc/virtual/2024...) or on Thursday at 11 for the Well (neurips.cc/virtual/2024...).
NeurIPS Poster Multiple Physics Pretraining for Spatiotemporal Surrogate ModelsNeurIPS 2024
neurips.cc
December 10, 2024 at 4:32 PM
Heading off to #NeurIPS2024 today! Feel free to reach out if you're around to catch up!
If you're interested, please visit our poster sessions tomorrow at 11 PST for MPP (neurips.cc/virtual/2024...) or on Thursday at 11 for the Well (neurips.cc/virtual/2024...).
If you're interested, please visit our poster sessions tomorrow at 11 PST for MPP (neurips.cc/virtual/2024...) or on Thursday at 11 for the Well (neurips.cc/virtual/2024...).
Today along with my project co-lead @rubenohana.bsky.social and the team at @polymathicai.bsky.social I'm excited to announce the release of the Well, a 15TB collection of 15+ datasets for physical simulation.
Paper: openreview.net/pdf?id=00Sx5...
Github: github.com/PolymathicAI...
Paper: openreview.net/pdf?id=00Sx5...
Github: github.com/PolymathicAI...
December 2, 2024 at 5:33 PM
Today along with my project co-lead @rubenohana.bsky.social and the team at @polymathicai.bsky.social I'm excited to announce the release of the Well, a 15TB collection of 15+ datasets for physical simulation.
Paper: openreview.net/pdf?id=00Sx5...
Github: github.com/PolymathicAI...
Paper: openreview.net/pdf?id=00Sx5...
Github: github.com/PolymathicAI...