conftrace_

intrinsic dimensionality

12 papers

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Co-occurring keywords

representation learning (6206) manifold learning (403) dimensionality reduction (720) adaptive k-d tree (1) low-rank matrix (174) image representation (100) approximation error (49) low-dimensional structure (4) generalization bound (652) random projection (145)

Papers

Redundancy, Isotropy, and Intrinsic Dimensionality of Prompt-based Text Embeddings ACL 2025
Exploring Geometric Representational Disparities between Multilingual and Bilingual Translation Models COLING 2024
Intrinsic dimensionality and generalization properties of the R-norm inductive bias COLT 2023
Intrinsic dimensionality estimation using Normalizing Flows NIPS 2022
Prune and distill: similar reformatting of image information along rat visual cortex and deep neural networks NIPS 2022
The Effect of Manifold Entanglement and Intrinsic Dimensionality on Learning AAAI 2022
Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning IJCNLP 2021
Adaptive Approximation and Generalization of Deep Neural Network with Intrinsic Dimensionality JMLR 2020
Intrinsic dimension of data representations in deep neural networks NIPS 2019
On the Intrinsic Dimensionality of Image Representations CVPR 2019
Affine-Invariant Online Optimization and the Low-rank Experts Problem NIPS 2017
Learning the structure of manifolds using random projections NIPS 2007