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Career

· Incoming Assistant Professor in Psychology & Computing Science, University of Alberta2026–
· Assistant Professor / Faculty Fellow, New York University2025–
· Ph.D. student in Computer Science, University of California, Berkeley2016–2022

Publications (33)

Recasting Gradient-Based Meta-Learning as Hierarchical Bayes
International Conference on Learning Representations · 2018
540
cited
Are Convolutional Neural Networks or Transformers more like human vision?
Annual Meeting of the Cognitive Science Society · 2021
221
cited
Getting aligned on representational alignment
Trans. Mach. Learn. Res. · 2023
140
cited
Doing more with less: meta-reasoning and meta-learning in humans and machines
Current Opinion in Behavioral Sciences · 2019
116
cited
Reconciling meta-learning and continual learning with online mixtures of tasks
Neural Information Processing Systems · 2018
112
cited
Evaluating Theory of Mind in Question Answering
Conference on Empirical Methods in Natural Language Processing · 2018
103
cited
How Can Memory-Augmented Neural Networks Pass a False-Belief Task?
Annual Meeting of the Cognitive Science Society · 2017
33
cited
Universal linguistic inductive biases via meta-learning
Annual Meeting of the Cognitive Science Society · 2020
30
cited
Bayes in the Age of Intelligent Machines
Current Directions in Psychological Science · 2023
25
cited
Distinguishing rule- and exemplar-based generalization in learning systems
International Conference on Machine Learning · 2021
18
cited
Passive attention in artificial neural networks predicts human visual selectivity
Neural Information Processing Systems · 2021
17
cited
Online gradient-based mixtures for transfer modulation in meta-learning
arXiv.org · 2018
12
cited
Gaussian process surrogate models for neural networks
Conference on Uncertainty in Artificial Intelligence · 2022
9
cited
Modulating transfer between tasks in gradient-based meta-learning
2018
7
cited
Exploiting Attention to Reveal Shortcomings in Memory Models
BlackboxNLP@EMNLP · 2018
6
cited
A Computational Cognitive Model of Novel Word Generalization
Conference on Empirical Methods in Natural Language Processing · 2015
5
cited
Learning deep taxonomic priors for concept learning from few positive examples
Annual Meeting of the Cognitive Science Society · 2019
5
cited
The Emergence of Gender Associations in Child Language Development
Cognitive Sciences · 2022
5
cited
Connecting Context-specific Adaptation in Humans to Meta-learning.
2020
4
cited
Predicting generalization with degrees of freedom in neural networks
2022
4
cited
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