NeurIPS 2023 Workshop NeurReps Submissions

AMES: A Differentiable Embedding Space Selection Framework for Latent Graph Inference
Yuan Lu, Haitz Sáez de Ocáriz Borde, Pietro Lio
- Published: 29 Nov 2023, Last Modified: 29 Nov 2023
- NeurReps 2023 Poster
- Readers: Everyone
Homological Convolutional Neural Networks
Antonio Briola, Yuanrong Wang, Silvia Bartolucci, Tomaso Aste
- Published: 29 Nov 2023, Last Modified: 29 Nov 2023
- NeurReps 2023 Poster
- Readers: Everyone
Structural Similarities Between Language Models and Neural Response Measurements
Jiaang Li, Antonia Karamolegkou, Yova Kementchedjhieva, Mostafa Abdou, Sune Lehmann, Anders Søgaard
- Published: 29 Nov 2023, Last Modified: 29 Nov 2023
- NeurReps 2023 Poster
- Readers: Everyone
Large language models partially converge toward human-like concept organization
Jonathan Gabel Christiansen, Mathias Gammelgaard, Anders Søgaard
- Published: 29 Nov 2023, Last Modified: 29 Nov 2023
- NeurReps 2023 Poster
- Readers: Everyone
Symmetry-based Learning of Radiance Fields for Rigid Objects
Zhiwei Han, Stefan Matthes, Hao Shen, Yuanting Liu
- Published: 29 Nov 2023, Last Modified: 29 Nov 2023
- NeurReps 2023 Poster
- Readers: Everyone
On Complex Network Dynamics of an In-Vitro Neuronal System during Rest and Gameplay
Moein Khajehnejad, Forough Habibollahi, Alon Loeffler, Brett Kagan, Adeel Razi
- Published: 29 Nov 2023, Last Modified: 29 Nov 2023
- NeurReps 2023 Oral
- Readers: Everyone
Improving Convergence and Generalization Using Parameter Symmetries
Bo Zhao, Robert Gower, Robin Walters, Rose Yu
- Published: 29 Nov 2023, Last Modified: 29 Nov 2023
- NeurReps 2023 Poster
- Readers: Everyone
Geometric Epitope and Paratope Prediction
Marco Pegoraro, Clémentine Dominé, Emanuele Rodolà, Petar Veličković, Andreea Deac
- Published: 29 Nov 2023, Last Modified: 29 Nov 2023
- NeurReps 2023 Poster
- Readers: Everyone
Internal Representations of Vision Models Through the Lens of Frames on Data Manifolds
Henry Kvinge, Grayson Jorgenson, Davis Brown, Charles Godfrey, Tegan Emerson
- Published: 29 Nov 2023, Last Modified: 29 Nov 2023
- NeurReps 2023 Oral
- Readers: Everyone
Haldane Bundles: A Dataset for Learning to Predict the Chern Number of Line Bundles on the Torus
Cody Tipton, Elizabeth Coda, Davis Brown, Alyson Bittner, Jung Lee, Grayson Jorgenson, Tegan Emerson, Henry Kvinge
- Published: 29 Nov 2023, Last Modified: 29 Nov 2023
- NeurReps 2023 Poster
- Readers: Everyone
An Information-Theoretic Understanding of Maximum Manifold Capacity Representations
Victor Lecomte, Rylan Schaeffer, Berivan Isik, Mikail Khona, Yann LeCun, Sanmi Koyejo, Andrey Gromov, Ravid Shwartz-Ziv
- Published: 29 Nov 2023, Last Modified: 29 Nov 2023
- NeurReps 2023 Poster
- Readers: Everyone
Testing Assumptions Underlying a Unified Theory for the Origin of Grid Cells
Rylan Schaeffer, Mikail Khona, Adrian Bertagnoli, Sanmi Koyejo, Ila Fiete
- Published: 29 Nov 2023, Last Modified: 29 Nov 2023
- NeurReps 2023 Poster
- Readers: Everyone
Almost Equivariance via Lie Algebra Convolutions
Daniel McNeela
- Published: 29 Nov 2023, Last Modified: 29 Nov 2023
- NeurReps 2023 Poster
- Readers: Everyone
Scalar Invariant Networks with Zero Bias
Chuqin Geng, Xiaojie Xu, Haolin Ye, Xujie Si
- Published: 29 Nov 2023, Last Modified: 29 Nov 2023
- NeurReps 2023 Poster
- Readers: Everyone