intrinsic dimensionality

Linguistic Profiling of Transformer Embedding Geometry CoNLL 2026 Effective post-training embedding compression via temperature control in contrastive training ICLR 2025 Emergence of a High-Dimensional Abstraction Phase in Language Transformers ICLR 2025 Explaining the role of Intrinsic Dimensionality in Adversarial Training ICML 2025 How Low Can You Go? Searching for the Intrinsic Dimensionality of Complex Networks using Metric Node Embeddings ICLR 2025 Intrinsic Dimension Correlation: uncovering nonlinear connections in multimodal representations ICLR 2025 LangDAug: Langevin Data Augmentation for Multi-Source Domain Generalization in Medical Image Segmentation ICML 2025 Randomized Dimensionality Reduction for Euclidean Maximization and Diversity Measures ICML 2025 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 NeurIPS 2022 Prune and distill: similar reformatting of image information along rat visual cortex and deep neural networks NeurIPS 2022 The Effect of Manifold Entanglement and Intrinsic Dimensionality on Learning AAAI 2022 Adaptive Approximation and Generalization of Deep Neural Network with Intrinsic Dimensionality JMLR 2020 Intrinsic dimension of data representations in deep neural networks NeurIPS 2019 On the Intrinsic Dimensionality of Image Representations CVPR 2019 Affine-Invariant Online Optimization and the Low-rank Experts Problem NeurIPS 2017 Random Projection Trees Revisited NeurIPS 2010 Learning the structure of manifolds using random projections NeurIPS 2007