NeurIPS 2024 Workshop NeurReps Submissions

Modeling dynamic neural activity by combining naturalistic video stimuli and stimulus-independent latent factors
Finn Schmidt, Suhas Shrinivasan, Polina Turishcheva, Fabian H. Sinz
- Published: 23 Oct 2024, Last Modified: 24 Feb 2025
- NeurReps 2024 Poster
- Readers: Everyone
Galois features: Nearly-complete invariants on symmetric matrices
Ben Blum-Smith, Ningyuan Teresa Huang, marco cuturi, Soledad Villar
- Published: 23 Oct 2024, Last Modified: 24 Feb 2025
- NeurReps 2024 Poster
- Readers: Everyone
Topological Blindspots: Understanding and Extending Topological Deep Learning Through the Lens of Expressivity
Yam Eitan, Yoav Gelberg, Guy Bar-Shalom, Fabrizio Frasca, Michael M. Bronstein, Haggai Maron
- Published: 23 Oct 2024, Last Modified: 24 Feb 2025
- NeurReps 2024 Oral
- Readers: Everyone
On the Reconstruction of Training Data from Group Invariant Networks
Ran Elbaz, Gilad Yehudai, Meirav Galun, Haggai Maron
- Published: 23 Oct 2024, Last Modified: 24 Feb 2025
- NeurReps 2024 Poster
- Readers: Everyone
Multi-task Learning yields Disentangled World Models: Impact and Implications
Pantelis Vafidis, Aman Bhargava, Antonio Rangel
- Published: 23 Oct 2024, Last Modified: 24 Feb 2025
- NeurReps 2024 Poster
- Readers: Everyone
Does Maximizing Neural Regression Scores Teach Us About The Brain?
Rylan Schaeffer, Mikail Khona, Sarthak Chandra, Mitchell Ostrow, Brando Miranda, Sanmi Koyejo
- Published: 23 Oct 2024, Last Modified: 24 Feb 2025
- NeurReps 2024 Poster
- Readers: Everyone
On Layer-wise Representation Similarity: Application for Multi-Exit Models with a Single Classifier
Jiachen Jiang, Jinxin Zhou, Zhihui Zhu
- Published: 23 Oct 2024, Last Modified: 24 Feb 2025
- NeurReps 2024 Poster
- Readers: Everyone
Efficient Subgraph GNNs via Graph Products and Coarsening
Guy Bar-Shalom, Yam Eitan, Fabrizio Frasca, Haggai Maron
- Published: 23 Oct 2024, Last Modified: 24 Feb 2025
- NeurReps 2024 Poster
- Readers: Everyone
Knowledge Distillation for Teaching Symmetry Invariances
Patrick Odagiu, Nicole Nobili, Fabian Dionys Schrag, Yves Bicker, Yuhui Ding
- Published: 23 Oct 2024, Last Modified: 24 Feb 2025
- NeurReps 2024 Poster
- Readers: Everyone
A New Geometric Approach of Adaptive Neighborhood Selection for Classification
Alexandre Luís Magalhães Levada, Frank Nielsen, Michel Ferreira Cardia Haddad
- Published: 23 Oct 2024, Last Modified: 24 Feb 2025
- NeurReps 2024 Poster
- Readers: Everyone
A Cosmic-Scale Benchmark for Symmetry-Preserving Data Processing
Julia Balla, Siddharth Mishra-Sharma, Carolina Cuesta-Lazaro, Tommi Jaakkola, Tess Smidt
- Published: 23 Oct 2024, Last Modified: 24 Feb 2025
- NeurReps 2024 Poster
- Readers: Everyone
In-Context Symmetries: Self-Supervised Learning through Contextual World Models
Sharut Gupta, Chenyu Wang, Yifei Wang, Tommi Jaakkola, Stefanie Jegelka
- Published: 23 Oct 2024, Last Modified: 24 Feb 2025
- NeurReps 2024 Poster
- Readers: Everyone
Enhancing the Expressivity of Temporal Graph Networks through Source-Target Identification
Benedict Aaron Tjandra, Federico Barbero, Michael M. Bronstein
- Published: 23 Oct 2024, Last Modified: 24 Feb 2025
- NeurReps 2024 Oral
- Readers: Everyone
Probabilistic Nested Homogeneous Spaces for Dimensionality Reduction
Xiran Fan, Baba C. Vemuri
- Published: 23 Oct 2024, Last Modified: 24 Feb 2025
- NeurReps 2024 Oral
- Readers: Everyone
Convergence of Manifold Filter-Combine Networks
David R Johnson, Joyce Chew, Siddharth Viswanath, Edward De Brouwer, Deanna Needell, Smita Krishnaswamy, Michael Perlmutter
- Published: 23 Oct 2024, Last Modified: 24 Feb 2025
- NeurReps 2024 Poster
- Readers: Everyone
Constrained Belief Updating and Geometric Structures in Transformer Representations
Mateusz Piotrowski, Paul M. Riechers, Daniel Filan, Adam Shai
- Published: 23 Oct 2024, Last Modified: 24 Feb 2025
- NeurReps 2024 Poster
- Readers: Everyone
Communication subspaces align with training in ANNs
Peter G. L. Poggi, Stefan Mihalas, Dana Mastrovito
- Published: 23 Oct 2024, Last Modified: 24 Feb 2025
- NeurReps 2024 Oral
- Readers: Everyone
Rethinking Message Passing for Algorithmic Alignment
Joël Mathys, Florian Grötschla, Kalyan Varma Nadimpalli, Roger Wattenhofer
- Published: 23 Oct 2024, Last Modified: 24 Feb 2025
- NeurReps 2024 Poster
- Readers: Everyone
Counterfactual Explanations via Riemannian Latent Space Traversal
Paraskevas Pegios, Aasa Feragen, Andreas Abildtrup Hansen, Georgios Arvanitidis
- Published: 23 Oct 2024, Last Modified: 24 Feb 2025
- NeurReps 2024 Poster
- Readers: Everyone
Certifying Robustness via Topological Representations
Jens Agerberg, Andrea Guidolin, Andrea Martinelli, Pepijn Roos Hoefgeest, David Eklund, Martina Scolamiero
- Published: 23 Oct 2024, Last Modified: 24 Feb 2025
- NeurReps 2024 Poster
- Readers: Everyone
Structure Development in List Sorting Transformers
Einar Urdshals, Jasmina nasufi
- Published: 23 Oct 2024, Last Modified: 24 Feb 2025
- NeurReps 2024 Poster
- Readers: Everyone
Exploring Geometric Representational Alignment through Ollivier-Ricci Curvature and Ricci Flow
Nahid Torbati, Michael Gaebler, Simon M. Hofmann, Nico Scherf
- Published: 23 Oct 2024, Last Modified: 24 Feb 2025
- NeurReps 2024 Oral
- Readers: Everyone
Does equivariance matter at scale?
Johann Brehmer, Sönke Behrends, Pim De Haan, Taco Cohen
- Published: 23 Oct 2024, Last Modified: 24 Feb 2025
- NeurReps 2024 Oral
- Readers: Everyone
Theoretical Insights into Line Graph Transformation on Graph Learning
Fan Yang, Xingyue Huang
- Published: 23 Oct 2024, Last Modified: 24 Feb 2025
- NeurReps 2024 Poster
- Readers: Everyone
Invariant Graphon Networks: Approximation and Cut Distance
Daniel Herbst, Stefanie Jegelka
- Published: 23 Oct 2024, Last Modified: 25 Feb 2025
- NeurReps 2024 Poster
- Readers: Everyone