| 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 | 119* | 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 | 31 | 2021 |
| 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 | 27 | 2022 |
| 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 | 15* | 2021 |
| 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 | 13 | 2021 |
| 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 | 6* | 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 | 6 | 2023 |
| A case for sparse positive alignment of neural systems JS Prince, C Conwell, GA Alvarez, T Konkle ICLR 2024 Workshop on Representational Alignment, 2024 | 4 | 2024 |
| 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 |
| 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 | 4* | 2019 |
| 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 |
| 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 | 2* | 2024 |
| Modeling dynamic social vision highlights gaps between deep learning and humans K Garcia, E McMahon, C Conwell, MF Bonner, L Isik OSF, 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 | 2 | 2024 |
| 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 | 2* | 2023 |
| 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 |
| Large-scale Deep Neural Network Benchmarking in Dynamic Social Vision K Garcia, C Conwell, E McMahon, MF Bonner, L Isik Journal of Vision 24 (10), 716-716, 2024 | | 2024 |
| Geometric properties of object manifolds in neural network models of visual cortex M Bonner, E Elmoznino, C Conwell Journal of Vision 24 (10), 1438-1438, 2024 | | 2024 |
George A. AlvarezProfessor of Psychology, Harvard UniversityVerified email at wjh.harvard.edu
