NeurIPS 2025 Workshop NeurReps Submissions

Generalized translation invariant pattern classification with sparse feature resonator networks
NeurIPS 2025 Workshop NeurReps Submission170 Authors
- 11 Sept 2025 (modified: 29 Oct 2025)
- Submitted to NeurReps 2025
- Readers: Everyone
Beyond the Zero-Crossing: Finding the Optimal Polarity Threshold for the Sign Hypothesis
NeurIPS 2025 Workshop NeurReps Submission169 Authors
- 05 Sept 2025 (modified: 29 Oct 2025)
- Submitted to NeurReps 2025
- Readers: Everyone
Model manifold analysis suggests the human visual brain is less like an optimal classifier and more like a feature bank
Colin Conwell, Michael Bonner
- Published: 23 Sept 2025, Last Modified: 27 Nov 2025
- NeurReps 2025 Poster
- Readers: Everyone
Symmetry as Intervention; Causal Estimation with Data Augmentation
Uzair Akbar, Niki Kilbertus, Hao Shen, Krikamol Muandet, Bo Dai
- Published: 23 Sept 2025, Last Modified: 27 Nov 2025
- NeurReps 2025 Poster
- Readers: Everyone
CAP$_{\mathcal{M}}$ : Curvature-Aware Pulling on Riemannian Manifolds
Nizar Benbouchta
- Published: 23 Sept 2025, Last Modified: 29 Oct 2025
- NeurReps 2025 Poster
- Readers: Everyone
An Information-Geometric View of the Platonic Hypothesis
Alexander Lobashev
- Published: 23 Sept 2025, Last Modified: 27 Nov 2025
- NeurReps 2025 Poster
- Readers: Everyone
Activation Matching for Explanation Generation and Circuit Discovery
Pirzada Suhail, Amit Sethi
- Published: 23 Sept 2025, Last Modified: 29 Oct 2025
- NeurReps 2025 Poster
- Readers: Everyone
Transformers Represent Causal Abstractions
Emiliano Altuzar, Julian Yocum, Cameron Allen
- Published: 23 Sept 2025, Last Modified: 27 Nov 2025
- NeurReps 2025 Poster
- Readers: Everyone
K-theoretic Persistent Cohomology
Yoshihiro Maruyama, Arisa Yasuda
- Published: 23 Sept 2025, Last Modified: 27 Nov 2025
- NeurReps 2025 Proceedings
- Readers: Everyone
Towards the Identification of Latent Structures in Language Embeddings
Ryunosuke Abe, Takatomi Kubo, Kazushi Ikeda
- Published: 23 Sept 2025, Last Modified: 27 Nov 2025
- NeurReps 2025 Poster
- Readers: Everyone
REM3DI: Learning smooth, chiral 3D molecular representations from equivariant atomistic foundation models
Steffen Wedig, Rokas Elijošius, Christoph Schran, Lars Leon Schaaf
- Published: 23 Sept 2025, Last Modified: 27 Nov 2025
- NeurReps 2025 Poster
- Readers: Everyone
Tracking Memorization Geometry throughout the Diffusion Model Generative Process
Jonathan Brokman, Itay Gershon, Omer Hofman, Guy Gilboa, Roman Vainshtein
- Published: 23 Sept 2025, Last Modified: 17 Dec 2025
- NeurReps 2025 Proceedings
- Readers: Everyone
Composed Program Induction with Latent Program Lattice
Jumyung Park, Jiwon Park, Jinseo Shim, Sejin Kim, Paulina Vennemann, Sundong Kim
- Published: 23 Sept 2025, Last Modified: 27 Nov 2025
- NeurReps 2025 Poster
- Readers: Everyone
Neural Fields Meet Attention
Kalyan Cherukuri, Aarav Lala
- Published: 23 Sept 2025, Last Modified: 27 Nov 2025
- NeurReps 2025 Proceedings
- Readers: Everyone
Operand Selective Logic Gate Network
NeurIPS 2025 Workshop NeurReps Submission156 Authors
- 05 Sept 2025 (modified: 29 Oct 2025)
- Submitted to NeurReps 2025
- Readers: Everyone
LFMA: Parameter-Efficient Fine-Tuning via Layerwise Fourier Masked Adapter with Top-k Frequency Selection
Junyoung.Park, Soo Yong Kim, Sang Heon Lee, Jeonghwan Lee
- Published: 23 Sept 2025, Last Modified: 27 Nov 2025
- NeurReps 2025 Proceedings
- Readers: Everyone
Boundary Guidance for Efficient 3D CT Vision–Language Reasoning
Soo Yong Kim
- Published: 23 Sept 2025, Last Modified: 29 Oct 2025
- NeurReps 2025 Poster
- Readers: Everyone
Proximity Forests on Manifolds
NeurIPS 2025 Workshop NeurReps Submission153 Authors
- 05 Sept 2025 (modified: 29 Oct 2025)
- Submitted to NeurReps 2025
- Readers: Everyone
Continuous Symmetry Discovery and Enforcement for Image Data
NeurIPS 2025 Workshop NeurReps Submission151 Authors
- 05 Sept 2025 (modified: 29 Oct 2025)
- Submitted to NeurReps 2025
- Readers: Everyone
Beyond I-Con: A Roadmap for Representation Learning Loss Discovery
Jasmine Shone, Zhening Li, Shaden Alshammari, Mark Hamilton, William T. Freeman
- Published: 23 Sept 2025, Last Modified: 27 Nov 2025
- NeurReps 2025 Poster
- Readers: Everyone
Do Coresets, Pruning, and Quantization Preserve Neural Network Representations? Exploring Geometry Trajectory Functional Alignment and Representation Similarity
NeurIPS 2025 Workshop NeurReps Submission149 Authors
- 05 Sept 2025 (modified: 29 Oct 2025)
- Submitted to NeurReps 2025
- Readers: Everyone
Far from the Shallow: Brain-Predictive Reasoning Embedding through Residual Disentanglement
Linyang He, Tianjun Zhong, Richard Antonello, Gavin Mischler, Micah Goldblum, Nima Mesgarani
- Published: 23 Sept 2025, Last Modified: 27 Nov 2025
- NeurReps 2025 Poster
- Readers: Everyone
Which Hyperbolic Model? An Analytical and Empirical Comparison
NeurIPS 2025 Workshop NeurReps Submission147 Authors
- 05 Sept 2025 (modified: 29 Oct 2025)
- Submitted to NeurReps 2025
- Readers: Everyone
Conservation Laws and Spectral Structure in Neural Reasoning: A Geometric Analysis of Discrete Token Dynamics
NeurIPS 2025 Workshop NeurReps Submission146 Authors
- 04 Sept 2025 (modified: 29 Oct 2025)
- Submitted to NeurReps 2025
- Readers: Everyone
Factorized Prefrontal Geometry of Goal and Uncertainty Explains Flexible yet Stable Human Goal Pursuit
Yoondo Sung, Mattia Rigotti, Sang Wan Lee
- Published: 23 Sept 2025, Last Modified: 27 Nov 2025
- NeurReps 2025 Poster
- Readers: Everyone