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TopoX: A Suite of Python Packages for Machine Learning on Topological Domains

Submitted by miolane on Mon, 03/25/2024 - 13:13
  • Read more about TopoX: A Suite of Python Packages for Machine Learning on Topological Domains

Towards Interpretable Cryo-EM: Disentangling Latent Spaces of Molecular Conformations

Submitted by miolane on Mon, 03/25/2024 - 13:01
  • Read more about Towards Interpretable Cryo-EM: Disentangling Latent Spaces of Molecular Conformations

Relating Representational Geometry to Cortical Geometry in the Visual Cortex

Submitted by miolane on Fri, 01/19/2024 - 14:33
  • Read more about Relating Representational Geometry to Cortical Geometry in the Visual Cortex

On Accuracy and Speed of Geodesic Regression: Do Geometric Priors Improve Learning on Small Datasets?

Submitted by miolane on Sat, 12/30/2023 - 16:31
  • Read more about On Accuracy and Speed of Geodesic Regression: Do Geometric Priors Improve Learning on Small Datasets?

Preface: NeurIPS Workshop on Symmetry and Geometry in Neural Representations

Submitted by miolane on Fri, 12/08/2023 - 15:24
  • Read more about Preface: NeurIPS Workshop on Symmetry and Geometry in Neural Representations

Visual Scene Representation with Hierarchical Equivariant Sparse Coding

Submitted by miolane on Fri, 12/08/2023 - 15:08
  • Read more about Visual Scene Representation with Hierarchical Equivariant Sparse Coding

ICML 2023 Topological Deep Learning Challenge: Design and Results

Submitted by miolane on Fri, 12/08/2023 - 14:34
  • Read more about ICML 2023 Topological Deep Learning Challenge: Design and Results

Identifying Interpretable Visual Features in Artificial and Biological Neural Systems

Submitted by miolane on Tue, 11/28/2023 - 18:43
  • Read more about Identifying Interpretable Visual Features in Artificial and Biological Neural Systems

A General Framework for Robust G-Invariance in G-Equivariant Networks

Submitted by miolane on Thu, 09/21/2023 - 13:08
  • Read more about A General Framework for Robust G-Invariance in G-Equivariant Networks

Geodesic Regression Characterizes 3D Shape Changes in the Female Brain During Menstruation

Submitted by miolane on Mon, 09/04/2023 - 09:45
  • Read more about Geodesic Regression Characterizes 3D Shape Changes in the Female Brain During Menstruation

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