Lake, Brenden M.

14 publications

NeurIPS 2024 Beyond the Doors of Perception: Vision Transformers Represent Relations Between Objects Michael A. Lepori, Alexa R. Tartaglini, Wai Keen Vong, Thomas Serre, Brenden M. Lake, Ellie Pavlick

NeurIPS 2021 Baby Intuitions Benchmark (BIB): Discerning the Goals, Preferences, and Actions of Others Kanishk Gandhi, Gala Stojnic, Brenden M Lake, Moira R Dillon

ICML 2021 CURI: A Benchmark for Productive Concept Learning Under Uncertainty Ramakrishna Vedantam, Arthur Szlam, Maximillian Nickel, Ari Morcos, Brenden M Lake

NeurIPS 2021 Improving Coherence and Consistency in Neural Sequence Models with Dual-System, Neuro-Symbolic Reasoning Maxwell Nye, Michael Tessler, Josh Tenenbaum, Brenden M Lake

ICLR 2021 Learning Task-General Representations with Generative Neuro-Symbolic Modeling Reuben Feinman, Brenden M. Lake

NeurIPS 2020 A Benchmark for Systematic Generalization in Grounded Language Understanding Laura Ruis, Jacob Andreas, Marco Baroni, Diane Bouchacourt, Brenden M Lake

NeurIPS 2020 Learning Compositional Rules via Neural Program Synthesis Maxwell Nye, Armando Solar-Lezama, Josh Tenenbaum, Brenden M Lake

NeurIPS 2020 Mutual Exclusivity as a Challenge for Deep Neural Networks Kanishk Gandhi, Brenden M Lake

NeurIPS 2020 Self-Supervised Learning Through the Eyes of a Child Emin Orhan, Vaibhav Gupta, Brenden M Lake

NeurIPS 2019 Compositional Generalization Through Meta Sequence-to-Sequence Learning Brenden M Lake

NeurIPS 2017 Question Asking as Program Generation Anselm Rothe, Brenden M Lake, Todd Gureckis

NeurIPS 2015 Softstar: Heuristic-Guided Probabilistic Inference Mathew Monfort, Brenden M Lake, Brenden M Lake, Brian Ziebart, Patrick Lucey, Josh Tenenbaum

NeurIPS 2015 Softstar: Heuristic-Guided Probabilistic Inference Mathew Monfort, Brenden M Lake, Brenden M Lake, Brian Ziebart, Patrick Lucey, Josh Tenenbaum

NeurIPS 2013 One-Shot Learning by Inverting a Compositional Causal Process Brenden M Lake, Ruslan Salakhutdinov, Josh Tenenbaum