Alejandro García
@algarciacast.bsky.social
PhD candidate at @amlab.bsky.social focusing on Geometry-informed Machine Learning 🤖 https://agarciacast.github.io
Pinned
Very happy to share our new paper that will appear in @unireps.bsky.social
We show improvements of zero-shot model stitching through invariance to symmetries in parameter space, and topological regularization of the latent spaces
more info below 👇
We show improvements of zero-shot model stitching through invariance to symmetries in parameter space, and topological regularization of the latent spaces
more info below 👇
Reposted by Alejandro García
Come and check out our poster on the UniReps workshop at @neuripsconf.bsky.social !
Thanks again to the amazing Giovanni Marchetti, Martina Scolamiero, and Danica Kragic ❤️
See more at: arxiv.org/abs/2409.10967
Thanks again to the amazing Giovanni Marchetti, Martina Scolamiero, and Danica Kragic ❤️
See more at: arxiv.org/abs/2409.10967
December 7, 2024 at 1:48 PM
Come and check out our poster on the UniReps workshop at @neuripsconf.bsky.social !
Thanks again to the amazing Giovanni Marchetti, Martina Scolamiero, and Danica Kragic ❤️
See more at: arxiv.org/abs/2409.10967
Thanks again to the amazing Giovanni Marchetti, Martina Scolamiero, and Danica Kragic ❤️
See more at: arxiv.org/abs/2409.10967
Reposted by Alejandro García
♻️Learning Symmetries via Weight-sharing with Doubly Stochastic Tensors
by Putri van der Linden, @algarciacast.bsky.social, @sharvaree.bsky.social, Thijs P. Kuipers, @erikjbekkers.bsky.social
🪪https://neurips.cc/virtual/2024/poster/96699
📜https://arxiv.org/abs/2412.04594
🧵9/ 12
by Putri van der Linden, @algarciacast.bsky.social, @sharvaree.bsky.social, Thijs P. Kuipers, @erikjbekkers.bsky.social
🪪https://neurips.cc/virtual/2024/poster/96699
📜https://arxiv.org/abs/2412.04594
🧵9/ 12
Learning Symmetries via Weight-Sharing with Doubly Stochastic Tensors
Group equivariance has emerged as a valuable inductive bias in deep learning, enhancing generalization, data efficiency, and robustness. Classically, group equivariant methods require the groups of in...
arxiv.org
December 9, 2024 at 1:24 PM
♻️Learning Symmetries via Weight-sharing with Doubly Stochastic Tensors
by Putri van der Linden, @algarciacast.bsky.social, @sharvaree.bsky.social, Thijs P. Kuipers, @erikjbekkers.bsky.social
🪪https://neurips.cc/virtual/2024/poster/96699
📜https://arxiv.org/abs/2412.04594
🧵9/ 12
by Putri van der Linden, @algarciacast.bsky.social, @sharvaree.bsky.social, Thijs P. Kuipers, @erikjbekkers.bsky.social
🪪https://neurips.cc/virtual/2024/poster/96699
📜https://arxiv.org/abs/2412.04594
🧵9/ 12
Very happy to share our new paper that will appear in @unireps.bsky.social
We show improvements of zero-shot model stitching through invariance to symmetries in parameter space, and topological regularization of the latent spaces
more info below 👇
We show improvements of zero-shot model stitching through invariance to symmetries in parameter space, and topological regularization of the latent spaces
more info below 👇
December 7, 2024 at 1:48 PM
Very happy to share our new paper that will appear in @unireps.bsky.social
We show improvements of zero-shot model stitching through invariance to symmetries in parameter space, and topological regularization of the latent spaces
more info below 👇
We show improvements of zero-shot model stitching through invariance to symmetries in parameter space, and topological regularization of the latent spaces
more info below 👇
Reposted by Alejandro García
Meet our Lab's members: staff, postdocs and PhD students! :)
With this starter pack you can easily connect with us and keep up to date with all the member's research and news 🦋
go.bsky.app/8EGigUy
With this starter pack you can easily connect with us and keep up to date with all the member's research and news 🦋
go.bsky.app/8EGigUy
November 21, 2024 at 9:22 PM
Meet our Lab's members: staff, postdocs and PhD students! :)
With this starter pack you can easily connect with us and keep up to date with all the member's research and news 🦋
go.bsky.app/8EGigUy
With this starter pack you can easily connect with us and keep up to date with all the member's research and news 🦋
go.bsky.app/8EGigUy
Reposted by Alejandro García
A starter pack for researchers interested in Geometric Deep Learning - in the broadest sense possible!
Let me know if you would like to be listed. :)
Thanks @sharvaree.bsky.social for the idea!
go.bsky.app/7h8sek
Let me know if you would like to be listed. :)
Thanks @sharvaree.bsky.social for the idea!
go.bsky.app/7h8sek
November 20, 2024 at 3:35 PM
A starter pack for researchers interested in Geometric Deep Learning - in the broadest sense possible!
Let me know if you would like to be listed. :)
Thanks @sharvaree.bsky.social for the idea!
go.bsky.app/7h8sek
Let me know if you would like to be listed. :)
Thanks @sharvaree.bsky.social for the idea!
go.bsky.app/7h8sek
Reposted by Alejandro García
The thingie that brings over your twitter followers worked jolly well for me. Very cool! I am following another 500 people now thanks to that…
chromewebstore.google.com/detail/sky-f...
chromewebstore.google.com/detail/sky-f...
Sky Follower Bridge - Chrome Web Store
Instantly find and follow the same users from your Twitter follows on Bluesky.
chromewebstore.google.com
November 19, 2024 at 10:28 AM
The thingie that brings over your twitter followers worked jolly well for me. Very cool! I am following another 500 people now thanks to that…
chromewebstore.google.com/detail/sky-f...
chromewebstore.google.com/detail/sky-f...
Reposted by Alejandro García
Hi everyone! This is AMLab :)
Looking forward to share our research here on 🦋 !
Looking forward to share our research here on 🦋 !
November 19, 2024 at 4:00 PM
Hi everyone! This is AMLab :)
Looking forward to share our research here on 🦋 !
Looking forward to share our research here on 🦋 !