Learning a metacognition for object perception. - Marlene Berke; Mario Belledonne; Julian Jara-Ettinger (CoRR, 2020)

Thinking about thinking through inverse reasoning. - Marlene Berke; Julian Jara-Ettinger (CogSci, 2021)

Learning a Metacognition for Object Detection. - Marlene Berke; Mario Belledonne; Zhangir Azerbayev; Julian Jara-Ettinger (CoRR, 2021)

Integrating Experience into Bayesian Theory of Mind. - Marlene Berke; Julian Jara-Ettinger (CogSci, 2022)

Multiple representational theories explain non-human primate perspective-taking: Evidence from computational modeling. - Daniel J. Horschler; Marlene Berke; Laurie Santos; Julian Jara-Ettinger (CogSci, 2022)

Flexible Goals Require that Inflexible Perceptual Systems Produce Veridical Representations: Implications for Realism as Revealed by Evolutionary Simulations. - Marlene D. Berke; Robert Walter-Terrill; Julian Jara-Ettinger; Brian J. Scholl (Cogn. Sci., 2022)

Thinking about Thinking as Rational Computation. - Marlene Berke; Abi Tenenbaum; Ben Sterling; Julian Jara-Ettinger (CogSci, 2023)

MetaCOG: A Heirarchical Probabilistic Model for Learning Meta-Cognitive Visual Representations. - Marlene Berke; Zhangir Azerbayev; Mario Belledonne; Zenna Tavares; Julian Jara-Ettinger (UAI, 2024)