Eric Volkmann
@e_volkmann
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Preparing for the poster session at #ICML2025 Drop by at W-504 to discuss GINNs: Geometry-Informed Neural Networks. GINNs lie at the Intersection of Geometry, neural shapes and generative modelling. Looking forward to the discussion! ๐
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Alena and I will be presenting our poster today at #NeurIPS2024 in the afternoon session. East hall, #3710 Excited to discuss and answer questions.
Can we learn dynamical systems from short, noisy #fMRI data? Building on advanced frameworks for dynamical systems reconstruction (DSR), we present a novel scalable SSM DSR algorithm for fMRI. With Eric Volkmann, Alena Braendle & #DurstewitzLab Explore: https://t.co/BUyy1wu1dT
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Geometry-Informed Neural Networks are evolving! Beyond faster training and improved shapes, GINNs surprised us with an emergent property โ a structured latent space. ๐งต
Huge progress by @artuursberzins @AndyRadler @e_volkmann on Geometry-Informed Neural Networks (GINNs)! Faster training, better shapes, and surprising insights from enforcing diversity. ๐: https://t.co/hI3FdgCDeC ๐ฅ๏ธ: https://t.co/qRbJ9SWWms
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