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Colin Conwell
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Neural Regression, Representational Similarity, Model Zoology & Neural Taskonomy at Scale in Rodent Visual Cortex
C Conwell, D Mayo, B Katz, MA Buice, GA Alvarez, A Barbu
Advances in Neural Information Processing Systems 34, 2021
7*2021
Large-Scale Benchmarking of Diverse Artificial Vision Models in Prediction of 7T Human Neuroimaging Data
C Conwell, JS Prince, G Alvarez, T Konkle
bioRxiv, 2022
5*2022
Intertemporal choice reflects value comparison rather than self-control: insights from confidence judgments
A Bulley, K Lempert, C Conwell, M Irish
PsyArXiv, 2021
52021
On the use of Cortical Magnification and Saccades as Biological Proxies for Data Augmentation
B Wang, D Mayo, A Deza, A Barbu, C Conwell
arXiv preprint arXiv:2112.07173, 2021
22021
Human-Like Judgments of Stability Emerge from Purely Perceptual Features: Evidence from Supervised and Unsupervised Deep Neural Networks
C Conwell, F Doshi, G Alvarez
2019 Conference on Cognitive Computational Neuroscience, 605-608, 2019
22019
Uninstructed Structure: Self-Supervised Deep Learning as a Steppingstone to Object Invariance, Intuitive Physics, and the Experience of Beauty
C Conwell
2022
Unsupervised Representation Learning Facilitates Human-like Spatial Reasoning
K Lakshminarasimhan, C Conwell
SVRHM 2021 Workshop@ NeurIPS, 2021
2021
A Signature of Orientation Invariance in Human fMRI & (Some) Deep Neural Networks
C Conwell, G Alvarez
Journal of Vision 21 (9), 2762-2762, 2021
2021
The Perceptual Primacy of Feeling: Affectless machine vision models robustly predict human visual arousal, valence, and aesthetics
C Conwell, D Graham, EA Vessel
PsyArXiv, 2021
2021
Intrinsic curiosity may give rise to animate attention
J De Freitas, KH Kim, N Haber, C Conwell, GA Alvarez, DLK Yamins
Journal of Vision 19 (10), 17d-17d, 2019
2019
Your Visual System (Probably) Knows More Physics than You Do
C Conwell, GA Alvarez
Journal of Vision 18 (10), 304-304, 2018
2018
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Articles 1–11