Poster "inductive biases" Papers

7 papers found

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Brain-Like Processing Pathways Form in Models With Heterogeneous Experts

Jack Cook, Danyal Akarca, Rui Costa et al.

NEURIPS 2025arXiv:2506.02813
4
citations

Generalization through variance: how noise shapes inductive biases in diffusion models

John Vastola

ICLR 2025arXiv:2504.12532
18
citations

Is Your Diffusion Model Actually Denoising?

Daniel Pfrommer, Zehao Dou, Christopher Scarvelis et al.

NEURIPS 2025

Scalable Evaluation and Neural Models for Compositional Generalization

Giacomo Camposampiero, Pietro Barbiero, Michael Hersche et al.

NEURIPS 2025arXiv:2511.02667

Neural Redshift: Random Networks are not Random Functions

Damien Teney, Armand Nicolicioiu, Valentin Hartmann et al.

CVPR 2024arXiv:2403.02241
36
citations

Scaling Down Deep Learning with MNIST-1D

Sam Greydanus, Dmitry Kobak

ICML 2024arXiv:2011.14439
27
citations

Tripod: Three Complementary Inductive Biases for Disentangled Representation Learning

Kyle Hsu, Jubayer Ibn Hamid, Kaylee Burns et al.

ICML 2024arXiv:2404.10282
12
citations