Marta Kryven

4 papers · 2020–2022 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

NeurIPS (3) ICLR (1)

Top co-authors

Josh Tenenbaum (3) Yewen Pu (2) Kevin Ellis (2) Catherine Wong (1) Michael Tessler (1) Lucas Tian (1) Maxwell Nye (1) Ila R Fiete (1) Theodoros Sechopoulos (1) Armando Solar-Lezama (1)

Research topics

Artificial Intelligence (3) Core AI (3) Machine Learning (2) Natural Language Processing (2) Generation (2) Interdisciplinary (1) Bayesian & Probabilistic (1) Cognitive Science (1) Core Methods (1) Optimization & Theory (1) Understanding (1)

Keywords

program synthesis (2) instruction following (1) natural language understanding (1) task generalization (1) hierarchical bayesian (1) recursive reasoning (1) inductive bia (1) commonsense reasoning (1) input-output example (1) program induction (1) program execution (1) pragmatic communication (1) map learning (1) abstract structure (1) procedural reasoning (1) arc task (1) motor program (1) flexible generalization (1) drawing task (1) spatial exploration (1)

Papers

Communicating Natural Programs to Humans and Machines NeurIPS 2022 Map Induction: Compositional spatial submap learning for efficient exploration in novel environments ICLR 2022 Learning abstract structure for drawing by efficient motor program induction NeurIPS 2020 Program Synthesis with Pragmatic Communication NeurIPS 2020