1 citations · 1 across the 3 of their papers we have counts for
3 papers
Medical Model Synthesis Architectures: A Case Study
Katherine M. Collins, Marlene Berke, Ilia Sucholutsky +6
Medicine is rife with high-stakes uncertainty. Doctors routinely make clinical judgments and decisions that juggle many fundamental unknowns, like predictions about what might be c…
MetaCOG: A Hierarchical Probabilistic Model for Learning Meta-Cognitive Visual Representations
Marlene D. Berke, Zhangir Azerbayev, Mario Belledonne +2
Humans have the capacity to question what we see and to recognize when our vision is unreliable (e.g., when we realize that we are experiencing a visual illusion). Inspired by this…
Learning a metacognition for object perception
Marlene Berke, Mario Belledonne, Julian Jara-Ettinger
Beyond representing the external world, humans also represent their own cognitive processes. In the context of perception, this metacognition helps us identify unreliable percepts,…