conftrace_

local intrinsic dimension

6 papers

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LID

Co-occurring keywords

generative model (2892) intrinsic dimension (38) density estimation (398) fokker-planck equation (15) bandwidth selection (9) parametric estimation (2) data complexity (18) entropy measure (7) high dimensional datum (33) gradient matching (36)

Papers

A Wiener Process Perspective on Local Intrinsic Dimension Estimation Methods AAAI 2025
A Geometric View of Data Complexity: Efficient Local Intrinsic Dimension Estimation with Diffusion Models NIPS 2024
Local Intrinsic Dimensional Entropy AAAI 2023
NAS-LID: Efficient Neural Architecture Search with Local Intrinsic Dimension AAAI 2023
LIDL: Local Intrinsic Dimension Estimation Using Approximate Likelihood ICML 2022
Uniform Convergence Rates for Kernel Density Estimation ICML 2017