Sanborn, Sophia

6 publications

COLT 2024 Harmonics of Learning: Universal Fourier Features Emerge in Invariant Networks Giovanni Luca Marchetti, Christopher J Hillar, Danica Kragic, Sophia Sanborn

NeurIPS 2024 The Selective $g$-Bispectrum and Its Inversion: Applications to $g$-Invariant Networks Simon Mataigne, Johan Mathe, Sophia Sanborn, Christopher Hillar, Nina Miolane

NeurIPS 2023 A General Framework for Robust G-Invariance in G-Equivariant Networks Sophia Sanborn, Nina Miolane

ICLR 2023 Bispectral Neural Networks Sophia Sanborn, Christian A Shewmake, Bruno Olshausen, Christopher J. Hillar

NeurIPSW 2023 Evaluation of Representational Similarity Scores Across Human Visual Cortex Francisco Acosta, Colin Conwell, Sophia Sanborn, David A. Klindt, Nina Miolane

CVPRW 2023 Quantifying Extrinsic Curvature in Neural Manifolds Francisco Acosta, Sophia Sanborn, Khanh Dao Duc, Manu S. Madhav, Nina Miolane