Spotlight "foundation models" Papers

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Axial Neural Networks for Dimension-Free Foundation Models

Hyunsu Kim, Jonggeon Park, Joan Bruna et al.

NEURIPS 2025spotlightarXiv:2510.13665

TabArena: A Living Benchmark for Machine Learning on Tabular Data

Nick Erickson, Lennart Purucker, Andrej Tschalzev et al.

NEURIPS 2025spotlightarXiv:2506.16791
43
citations

THUNDER: Tile-level Histopathology image UNDERstanding benchmark

Pierre Marza, Leo Fillioux, Sofiène Boutaj et al.

NEURIPS 2025spotlightarXiv:2507.07860
3
citations

Towards Physics-informed Spatial Intelligence with Human Priors: An Autonomous Driving Pilot Study

Guanlin (Frank) Wu, Boyan Su, Yang Zhao et al.

NEURIPS 2025spotlightarXiv:2510.21160