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Three approaches to facilitate DNN generalization to objects in out-of-distribution orientations and illuminations. (2022).
Using child‐friendly movie stimuli to study the development of face, place, and object regions from age 3 to 12 years. Human Brain Mapping (2022). doi:10.1002/hbm.25815
When and how convolutional neural networks generalize to out-of-distribution category–viewpoint combinations. Nature Machine Intelligence 4, 146 - 153 (2022).
AGENT: A Benchmark for Core Psychological Reasoning. Proceedings of the 38th International Conference on Machine Learning (2021).
Beauty is in the eye of the machine. Nature Human Behaviour 5, 675 - 676 (2021).
Biological and Computer Vision. (Cambridge University Press, 2021). doi:10.1017/9781108649995
Causal inference in environmental sound recognition. Cognition (2021). doi:10.1016/j.cognition.2021.104627
Characterizing a snapshot of perceptual experience. Journal of Experimental Psychology: General (2021). doi:10.1037/xge0000864
Chemogenetic suppression of macaque V4 neurons produces retinotopically specific deficits in downstream IT neural activity patterns and core object recognition behavior. Journal of Vision 21, (2021).
Cognitive boundary signals in the human medial temporal lobe shape episodic memory representation. bioRxiv (2021).
Combining Different V1 Brain Model Variants to Improve Robustness to Image Corruptions in CNNs. NeurIPS 2021 (2021). at <https://nips.cc/Conferences/2021/ScheduleMultitrack?event=41268>
Competition from novel features drives scalar inferences in reference games. Proceedings of the Annual Meeting of the Cognitive Science Society 43, (2021).
Compositional Networks Enable Systematic Generalization for Grounded Language Understanding. (2021).
Compositional RL Agents That Follow Language Commands in Temporal Logic. Frontiers in Robotics and AI 8, (2021).
Computational models of category-selective brain regions enable high-throughput tests of selectivity. Nature Communications 12, (2021).
Confidence and central tendency in perceptual judgment. Attention, Perception, & Psychophysics 83, 3024 - 3034 (2021).
Deep Learning for Seismic Inverse Problems: Toward the Acceleration of Geophysical Analysis Workflows. IEEE Signal Processing Magazine 38, 89 - 119 (2021).
Deep neural network models reveal interplay of peripheral coding and stimulus statistics in pitch perception. Nature Communications 12, (2021).