Murphy, Kieran A.

5 publications

TMLR 2025 Comparing the Information Content of Probabilistic Representation Spaces Kieran A. Murphy, Sam Dillavou, Danielle Bassett

ICLR 2023 Interpretability with Full Complexity by Constraining Feature Information Kieran A Murphy, Danielle Bassett

LoG 2023 Intrinsically Motivated Graph Exploration Using Network Theories of Human Curiosity Shubhankar Prashant Patankar, Mathieu Ouellet, Juan Cervino, Alejandro Ribeiro, Kieran A. Murphy, Danielle Bassett

CVPR 2022 Learning ABCs: Approximate Bijective Correspondence for Isolating Factors of Variation with Weak Supervision Kieran A. Murphy, Varun Jampani, Srikumar Ramalingam, Ameesh Makadia

ICML 2021 Implicit-PDF: Non-Parametric Representation of Probability Distributions on the Rotation Manifold Kieran A Murphy, Carlos Esteves, Varun Jampani, Srikumar Ramalingam, Ameesh Makadia