Picture for Matthew Willetts

Matthew Willetts

A Multi-Resolution Framework for U-Nets with Applications to Hierarchical VAEs

Add code
Jan 19, 2023
Figure 1 for A Multi-Resolution Framework for U-Nets with Applications to Hierarchical VAEs
Figure 2 for A Multi-Resolution Framework for U-Nets with Applications to Hierarchical VAEs
Figure 3 for A Multi-Resolution Framework for U-Nets with Applications to Hierarchical VAEs
Figure 4 for A Multi-Resolution Framework for U-Nets with Applications to Hierarchical VAEs
Viaarxiv icon

Variational Autoencoders: A Harmonic Perspective

Jun 10, 2021
Figure 1 for Variational Autoencoders: A Harmonic Perspective
Figure 2 for Variational Autoencoders: A Harmonic Perspective
Figure 3 for Variational Autoencoders: A Harmonic Perspective
Figure 4 for Variational Autoencoders: A Harmonic Perspective
Viaarxiv icon

Multi-Facet Clustering Variational Autoencoders

Add code
Jun 09, 2021
Figure 1 for Multi-Facet Clustering Variational Autoencoders
Figure 2 for Multi-Facet Clustering Variational Autoencoders
Figure 3 for Multi-Facet Clustering Variational Autoencoders
Figure 4 for Multi-Facet Clustering Variational Autoencoders
Viaarxiv icon

I Don't Need $\mathbf{u}$: Identifiable Non-Linear ICA Without Side Information

Add code
Jun 09, 2021
Figure 1 for I Don't Need $\mathbf{u}$: Identifiable Non-Linear ICA Without Side Information
Figure 2 for I Don't Need $\mathbf{u}$: Identifiable Non-Linear ICA Without Side Information
Figure 3 for I Don't Need $\mathbf{u}$: Identifiable Non-Linear ICA Without Side Information
Figure 4 for I Don't Need $\mathbf{u}$: Identifiable Non-Linear ICA Without Side Information
Viaarxiv icon

Certifiably Robust Variational Autoencoders

Feb 15, 2021
Figure 1 for Certifiably Robust Variational Autoencoders
Figure 2 for Certifiably Robust Variational Autoencoders
Figure 3 for Certifiably Robust Variational Autoencoders
Figure 4 for Certifiably Robust Variational Autoencoders
Viaarxiv icon

Explicit Regularisation in Gaussian Noise Injections

Jul 14, 2020
Figure 1 for Explicit Regularisation in Gaussian Noise Injections
Figure 2 for Explicit Regularisation in Gaussian Noise Injections
Figure 3 for Explicit Regularisation in Gaussian Noise Injections
Figure 4 for Explicit Regularisation in Gaussian Noise Injections
Viaarxiv icon

Towards a Theoretical Understanding of the Robustness of Variational Autoencoders

Jul 14, 2020
Figure 1 for Towards a Theoretical Understanding of the Robustness of Variational Autoencoders
Figure 2 for Towards a Theoretical Understanding of the Robustness of Variational Autoencoders
Figure 3 for Towards a Theoretical Understanding of the Robustness of Variational Autoencoders
Figure 4 for Towards a Theoretical Understanding of the Robustness of Variational Autoencoders
Viaarxiv icon

Relaxed-Responsibility Hierarchical Discrete VAEs

Add code
Jul 14, 2020
Figure 1 for Relaxed-Responsibility Hierarchical Discrete VAEs
Figure 2 for Relaxed-Responsibility Hierarchical Discrete VAEs
Figure 3 for Relaxed-Responsibility Hierarchical Discrete VAEs
Figure 4 for Relaxed-Responsibility Hierarchical Discrete VAEs
Viaarxiv icon

Learning Bijective Feature Maps for Linear ICA

Add code
Feb 19, 2020
Figure 1 for Learning Bijective Feature Maps for Linear ICA
Figure 2 for Learning Bijective Feature Maps for Linear ICA
Figure 3 for Learning Bijective Feature Maps for Linear ICA
Figure 4 for Learning Bijective Feature Maps for Linear ICA
Viaarxiv icon

Non-Determinism in TensorFlow ResNets

Add code
Jan 30, 2020
Figure 1 for Non-Determinism in TensorFlow ResNets
Viaarxiv icon