2025 "inductive biases" Papers
7 papers found
Brain-Like Processing Pathways Form in Models With Heterogeneous Experts
Jack Cook, Danyal Akarca, Rui Costa et al.
NEURIPS 2025posterarXiv:2506.02813
3
citations
Generalization through variance: how noise shapes inductive biases in diffusion models
John Vastola
ICLR 2025posterarXiv:2504.12532
18
citations
Is Your Diffusion Model Actually Denoising?
Daniel Pfrommer, Zehao Dou, Christopher Scarvelis et al.
NEURIPS 2025poster
Meta Guidance: Incorporating Inductive Biases into Deep Time Series Imputers
Jiacheng You, Xinyang Chen, Yu Sun et al.
NEURIPS 2025oral
Probing Neural Combinatorial Optimization Models
Zhiqin Zhang, Yining Ma, Zhiguang Cao et al.
NEURIPS 2025spotlightarXiv:2510.22131
Scalable Evaluation and Neural Models for Compositional Generalization
Giacomo Camposampiero, Pietro Barbiero, Michael Hersche et al.
NEURIPS 2025posterarXiv:2511.02667
Which Algorithms Have Tight Generalization Bounds?
Michael Gastpar, Ido Nachum, Jonathan Shafer et al.
NEURIPS 2025spotlightarXiv:2410.01969