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Colin Conwell
Colin Conwell
Dirección de correo verificada de g.harvard.edu - Página principal
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A large-scale examination of inductive biases shaping high-level visual representation in brains and machines
C Conwell, JS Prince, KN Kay, GA Alvarez, T Konkle
Nature communications 15 (1), 9383, 2024
133*2024
Testing relational understanding in text-guided image generation
C Conwell, T Ullman
arXiv preprint arXiv:2208.00005, 2022
72*2022
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
332021
Intertemporal choice reflects value comparison rather than self-control: insights from confidence judgements
A Bulley, KM Lempert, C Conwell, M Irish, DL Schacter
Philosophical Transactions of the Royal Society B 377 (1866), 20210338, 2022
322022
The perceptual primacy of feeling: Affectless visual machines explain a majority of variance in human visually evoked affect
C Conwell, D Graham, C Boccagno, EA Vessel
Proceedings of the National Academy of Sciences 122 (4), e2306025121, 2025
13*2025
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
132021
Revealing vision-language integration in the brain using multimodal networks
V Subramaniam, C Conwell, C Wang, G Kreiman, B Katz, I Cases, ...
International conference on machine learning. PMLR, 2024
7*2024
Controlled assessment of CLIP-style language-aligned vision models in prediction of brain & behavioral data
C Conwell, JS Prince, CJ Hamblin, GA Alvarez
ICLR 2023 Workshop on Mathematical and Empirical Understanding of Foundation …, 2023
72023
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
5*2019
A case for sparse positive alignment of neural systems
JS Prince, C Conwell, GA Alvarez, T Konkle
ICLR 2024 Workshop on Representational Alignment, 2024
42024
The Unreasonable Effectiveness of Word Models in Predicting High-Level Visual Cortex Responses to Natural Images
C Conwell, JS Prince, GA Alvarez, T Konkle
Conference on Computational Cognitive Neuroscience 2023, 2023
4*2023
Monkey See, Model Knew: Large Language Models accurately Predict Human AND Macaque Visual Brain Activity
C Conwell, E McMahon, AV Jagadeesh, K Vinken, S Sharma, JS Prince, ...
UniReps: 2nd Edition of the Workshop on Unifying Representations in Neural …, 2024
3*2024
Modeling dynamic social vision highlights gaps between deep learning and humans
K Garcia, E McMahon, C Conwell, MF Bonner, L Isik
Preprint at 10, 2024
32024
Relating Representational Geometry to Cortical Geometry in the Visual Cortex
F Acosta, C Conwell, S Sanborn, D Klindt, N Miolane
NeurIPS Workshop on Unifying Representations, 2023
3*2023
Using Multimodal Deep Neural Networks to Disentangle Language from Visual Aesthetics
C Conwell, C Hamblin, C Boccagno, D Mayo, J Cummings, L Isik, A Barbu
arXiv preprint arXiv:2410.23603, 2024
2*2024
A sparse null code emerges in deep neural networks
BS Robinson, N Drenkow, C Conwell, M Bonner
Proceedings of UniReps: the First Workshop on Unifying Representations in …, 2024
22024
The perceptual primacy of feeling: Affectless machine vision models explain a majority of variance in human visually-evoked affect
C Conwell, D Graham, C Boccagno, EA Vessel
OSF, 2025
12025
Universality of representation in biological and artificial neural networks
EA Hosseini, CC Casto, N Zaslavsky, C Conwell, M Richardson, ...
bioRxiv, 2024.12. 26.629294, 2024
12024
Relations, Negations, and Numbers: Looking for Logic in Generative Text-to-Image Models
C Conwell, R Tawiah-Quashie, T Ullman
arXiv preprint arXiv:2411.17066, 2024
2024
Training the Untrainable: Introducing Inductive Bias via Representational Alignment
V Subramaniam, D Mayo, C Conwell, T Poggio, B Katz, B Cheung, ...
arXiv preprint arXiv:2410.20035, 2024
2024
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Artículos 1–20