Jacob L. Russin

According to our database, Jacob L. Russin authored at least 8 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

The Relational Bottleneck as an Inductive Bias for Efficient Abstraction.

Taylor W. Webb, Steven M. Frankland, Awni Altabaa, Kamesh Krishnamurthy, Declan Campbell, Jacob L. Russin, Randall C. O'Reilly, John Lafferty, Jonathan D. Cohen

CoRR, 2023

2022

A Neural Network Model of Continual Learning with Cognitive Control.

Jacob L. Russin, Maryam Zolfaghar, Seongmin A. Park, Erie Boorman, Randall C. O'Reilly

CoRR, 2022

Systematicity Emerges in Transformers when Abstract Grammatical Roles Guide Attention.

Ayush K. Chakravarthy, Jacob Labe Russin, Randall C. O'Reilly

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop, 2022

2021

Deep Predictive Learning in Neocortex and Pulvinar.

Randall C. O'Reilly, Jacob L. Russin, Maryam Zolfaghar, John Rohrlich

J. Cogn. Neurosci., 2021

Complementary Structure-Learning Neural Networks for Relational Reasoning.

Jacob L. Russin, Maryam Zolfaghar, Seongmin A. Park, Erie Boorman, Randall C. O'Reilly

CoRR, 2021

2020

Systematicity in a Recurrent Neural Network by Factorizing Syntax and Semantics.

Jacob L. Russin, Jason Jo, Randall C. O'Reilly, Yoshua Bengio

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

Compositional Generalization by Factorizing Alignment and Translation.

Jacob L. Russin, Jason Jo, Randall C. O'Reilly, Yoshua Bengio

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop, 2020

2019

Compositional generalization in a deep seq2seq model by separating syntax and semantics.

Jake Russin, Jason Jo, Randall C. O'Reilly, Yoshua Bengio

CoRR, 2019