Gemma E. Moran

According to our database, Gemma E. Moran authored at least 6 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Visual Sparse Steering: Improving Zero-shot Image Classification with Sparsity Guided Steering Vectors.

Gerasimos Chatzoudis, Zhuowei Li, Gemma E. Moran, Hao Wang, Dimitris N. Metaxas

CoRR, June, 2025

Towards Interpretable Deep Generative Models via Causal Representation Learning.

Gemma E. Moran, Bryon Aragam

CoRR, April, 2025

2024

Towards scientific discovery with dictionary learning: Extracting biological concepts from microscopy foundation models.

Konstantin Donhauser, Kristina Ulicna, Gemma E. Moran, Aditya Ravuri, Kian Kenyon-Dean, Cian Eastwood, Jason S. Hartford

CoRR, 2024

2022

Identifiable Deep Generative Models via Sparse Decoding.

Gemma E. Moran, Dhanya Sridhar, Yixin Wang, David M. Blei

Trans. Mach. Learn. Res., 2022

2021

Identifiable Variational Autoencoders via Sparse Decoding.

Gemma E. Moran, Dhanya Sridhar, Yixin Wang, David M. Blei

CoRR, 2021

2016

Determinantal Regularization for Ensemble Variable Selection.

Veronika Rocková, Gemma E. Moran, Edward I. George

Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016