Soulos, Paul

6 publications

NeurIPS 2024 Compositional Generalization Across Distributional Shifts with Sparse Tree Operations Paul Soulos, Henry Conklin, Mattia Opper, Paul Smolensky, Jianfeng Gao, Roland Fernandez

NeurIPSW 2024 Compositional Generalization Across Distributional Shifts with Sparse Tree Operations Paul Soulos, Henry Conklin, Mattia Opper, Paul Smolensky, Jianfeng Gao, Roland Fernandez

NeurIPSW 2024 Recurrent Transformers Trade-Off Parallelism for Length Generalization on Regular Languages Paul Soulos, Aleksandar Terzic, Michael Hersche, Abbas Rahimi

ICML 2023 Differentiable Tree Operations Promote Compositional Generalization Paul Soulos, Edward J Hu, Kate Mccurdy, Yunmo Chen, Roland Fernandez, Paul Smolensky, Jianfeng Gao

ICMLW 2023 Differentiable Tree Operations Promote Compositional Generalization Paul Soulos, Edward J Hu, Kate McCurdy, Yunmo Chen, Roland Fernandez, Paul Smolensky, Jianfeng Gao

NeurIPSW 2020 Disentangled Face Representations in Deep Generative Models and the Human Brain Paul Soulos, Leyla Isik