EQuANt (Enhanced Question Answer Network). - François-Xavier Aubet; Dominic Danks; Yuchen Zhu (CoRR, 2019)

BasisDeVAE: Interpretable Simultaneous Dimensionality Reduction and Feature-Level Clustering with Derivative-Based Variational Autoencoders. - Dominic Danks; Christopher Yau (ICML, 2021)

Derivative-Based Neural Modelling of Cumulative Distribution Functions for Survival Analysis. - Dominic Danks; Christopher Yau (AISTATS, 2022)

A Multi-Resolution Framework for U-Nets with Applications to Hierarchical VAEs. - Fabian Falck; Christopher Williams; Dominic Danks; George Deligiannidis; Christopher Yau; Chris C. Holmes; Arnaud Doucet; Matthew Willetts (NeurIPS, 2022)