"latent space geometry" Papers

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Connecting Neural Models Latent Geometries with Relative Geodesic Representations

Hanlin Yu, Berfin Inal, Georgios Arvanitidis et al.

NEURIPS 2025arXiv:2506.01599
2
citations

Dense SAE Latents Are Features, Not Bugs

Xiaoqing Sun, Alessandro Stolfo, Joshua Engels et al.

NEURIPS 2025arXiv:2506.15679
7
citations

Follow the Energy, Find the Path: Riemannian Metrics from Energy-Based Models

Louis Bethune, David Vigouroux, Yilun Du et al.

NEURIPS 2025arXiv:2505.18230
2
citations

Isometric Regularization for Manifolds of Functional Data

Hyeongjun Heo, Seonghun Oh, JaeYong Lee et al.

ICLR 2025
2
citations

Not Only Text: Exploring Compositionality of Visual Representations in Vision-Language Models

Davide Berasi, Matteo Farina, Massimiliano Mancini et al.

CVPR 2025highlightarXiv:2503.17142
4
citations