Paul Soulos

Joined

September 2019

Names

Paul Soulos (Preferred)

,

Paul Michael Soulos

Emails

****@jhu.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Johns Hopkins University (jhu.edu)

2020 – 2025

MS student

Johns Hopkins University (jhu.edu)

2019 – 2020

Advisors, Relations & Conflicts

Leyla

2020 – Present

PhD Advisor

2019 – 2020

Coauthor

2019 – 2020

Expertise

No areas of expertise listed

Publications

Compositional Generalization Across Distributional Shifts with Sparse Tree Operations
Paul Soulos, Henry Conklin, Mattia Opper, Paul Smolensky, Jianfeng Gao, Roland Fernandez
- Sys2-Reasoning Poster
- Readers: Everyone
Recurrent Transformers Trade-off Parallelism for Length Generalization on Regular Languages
Paul Soulos, Aleksandar Terzic, Michael Hersche, Abbas Rahimi
- Sys2-Reasoning Poster
- Readers: Everyone
Compositional Generalization Across Distributional Shifts with Sparse Tree Operations
Paul Soulos, Henry Conklin, Mattia Opper, Paul Smolensky, Jianfeng Gao, Roland Fernandez
- NeurIPS 2024 spotlight
- Readers: Everyone
Differentiable Tree Operations Promote Compositional Generalization
Paul Soulos, Edward J Hu, Kate McCurdy, Yunmo Chen, Roland Fernandez, Paul Smolensky, Jianfeng Gao
- Differentiable Almost Everything
- Readers: Everyone
Differentiable Tree Operations Promote Compositional Generalization
Paul Soulos, Edward J Hu, Kate McCurdy, Yunmo Chen, Roland Fernandez, Paul Smolensky, Jianfeng Gao
- ICML 2023 Poster
- Readers: Everyone
Disentangled Face Representations in Deep Generative Models and the Human Brain
Paul Soulos, Leyla Isik
- Published: 03 Nov 2020, Last Modified: 05 May 2023
- SVRHM@NeurIPS Poster
- Readers: Everyone

Co-Authors