This paper studies a curvature-aware isometric embedding to map the hyperbolic representations into an intermediate re- producing kernel Hilbert space (RKHS), ...
Expanding the Hyperbolic Kernels: A Curvature-aware Isometric ... - IJCAI
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We propose a curvature-aware isometric embedding, which establishes an isometry from the Poincar\'e model to a special reproducing kernel Hilbert space (RKHS).
Feb 16, 2024 · This paper addresses the issues through a novel embedding function. To this end, we propose a curvature-aware isometric embedding, which ...
Aug 19, 2023 · This paper addresses the issues through a novel embedding function. To this end, we propose a curvature-aware isometric embedding, which ...
Expanding the Hyperbolic Kernels: A Curvature-aware Isometric Embedding View. Meimei Yang, Pengfei Fang and Hui Xue IJCAI 2023 [Paper]. Improving Scene Text ...
Expanding the Hyperbolic Kernels: A Curvature-aware Isometric Embedding View. ... Learning Instance and Task-Aware Dynamic Kernels for Few-Shot Learning.
Expanding the hyperbolic kernels: a curvature-aware isometric embedding view. M Yang, P Fang, H Xue. Proceedings of the Thirty-Second International Joint ...
Apr 25, 2024 · Towards kernelizing the classifier for hyperbolic data. ... Expanding the Hyperbolic Kernels: A Curvature-aware Isometric Embedding View.
Expanding the Hyperbolic Kernels: A Curvature-aware Isometric Embedding View. In: Proceedings of the 32nd International Joint Conference on Artificial ...
Aug 8, 2024 · Hyperbolic kernels offer superior data hierarchy representation over Euclidean metrics, demonstrated through isometric embedding in a special ...