Kumar, Sreejan

5 publications

ICLRW 2024 Comparing Abstraction in Humans and Large Language Models Using Multimodal Serial Reproduction Sreejan Kumar, Raja Marjieh, Byron Zhang, Declan Iain Campbell, Michael Y. Hu, Umang Bhatt, Brenden Lake, Thomas L. Griffiths

ICLRW 2024 Human-like Geometric Abstraction in Large Pre-Trained Neural Networks Declan Iain Campbell, Sreejan Kumar, Tyler Giallanza, Jonathan D. Cohen, Thomas L. Griffiths

ICLRW 2024 Learning to Abstract Visuomotor Mappings Using Meta-Reinforcement Learning Carlos A. Velazquez-Vargas, Isaac Ray Christian, Jordan Taylor, Sreejan Kumar

NeurIPS 2022 Using Natural Language and Program Abstractions to Instill Human Inductive Biases in Machines Sreejan Kumar, Carlos G. Correa, Ishita Dasgupta, Raja Marjieh, Michael Y Hu, Robert Hawkins, Jonathan D Cohen, Nathaniel Daw, Karthik Narasimhan, Tom Griffiths

ICLR 2021 Meta-Learning of Structured Task Distributions in Humans and Machines Sreejan Kumar, Ishita Dasgupta, Jonathan Cohen, Nathaniel Daw, Thomas Griffiths