Picture for Michael E. Houle

Michael E. Houle

The University of Melbourne, Australia

LDReg: Local Dimensionality Regularized Self-Supervised Learning

Add code
Jan 19, 2024
Viaarxiv icon

Dimensionality-Aware Outlier Detection: Theoretical and Experimental Analysis

Add code
Jan 10, 2024
Viaarxiv icon

Intrinsic Dimensionality Estimation within Tight Localities: A Theoretical and Experimental Analysis

Add code
Sep 29, 2022
Figure 1 for Intrinsic Dimensionality Estimation within Tight Localities: A Theoretical and Experimental Analysis
Figure 2 for Intrinsic Dimensionality Estimation within Tight Localities: A Theoretical and Experimental Analysis
Figure 3 for Intrinsic Dimensionality Estimation within Tight Localities: A Theoretical and Experimental Analysis
Figure 4 for Intrinsic Dimensionality Estimation within Tight Localities: A Theoretical and Experimental Analysis
Viaarxiv icon

Subspace Determination through Local Intrinsic Dimensional Decomposition: Theory and Experimentation

Add code
Jul 15, 2019
Figure 1 for Subspace Determination through Local Intrinsic Dimensional Decomposition: Theory and Experimentation
Figure 2 for Subspace Determination through Local Intrinsic Dimensional Decomposition: Theory and Experimentation
Figure 3 for Subspace Determination through Local Intrinsic Dimensional Decomposition: Theory and Experimentation
Figure 4 for Subspace Determination through Local Intrinsic Dimensional Decomposition: Theory and Experimentation
Viaarxiv icon

Quality Evaluation of GANs Using Cross Local Intrinsic Dimensionality

Add code
May 02, 2019
Figure 1 for Quality Evaluation of GANs Using Cross Local Intrinsic Dimensionality
Figure 2 for Quality Evaluation of GANs Using Cross Local Intrinsic Dimensionality
Figure 3 for Quality Evaluation of GANs Using Cross Local Intrinsic Dimensionality
Figure 4 for Quality Evaluation of GANs Using Cross Local Intrinsic Dimensionality
Viaarxiv icon

Dimensionality-Driven Learning with Noisy Labels

Add code
Jul 31, 2018
Figure 1 for Dimensionality-Driven Learning with Noisy Labels
Figure 2 for Dimensionality-Driven Learning with Noisy Labels
Figure 3 for Dimensionality-Driven Learning with Noisy Labels
Figure 4 for Dimensionality-Driven Learning with Noisy Labels
Viaarxiv icon

Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality

Add code
Mar 14, 2018
Figure 1 for Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality
Figure 2 for Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality
Figure 3 for Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality
Figure 4 for Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality
Viaarxiv icon