Deep problems with neural network models of human vision JS Bowers, G Malhotra, M Dujmović, ML Montero, C Tsvetkov, V Biscione, ... Behavioral and Brain Sciences 46, e385, 2023 | 149 | 2023 |
The role of capacity constraints in Convolutional Neural Networks for learning random versus natural data C Tsvetkov, G Malhotra, BD Evans, JS Bowers Neural Networks 161, 515-524, 2023 | 7 | 2023 |
& Blything, R.(2022). Deep problems with neural network models of human vision JS Bowers, G Malhotra, M Dujmović, ML Montero, C Tsvetkov, V Biscione Behavioral and Brain Sciences, 1-74, 0 | 7 | |
Adding biological constraints to deep neural networks reduces their capacity to learn unstructured data. C Tsvetkov, G Malhotra, B Evans, JS Bowers CogSci, 2020 | 5 | 2020 |
Clarifying status of DNNs as models of human vision JS Bowers, G Malhotra, M Dujmović, ML Montero, C Tsvetkov, V Biscione, ... Behavioral and Brain Sciences 46, 2023 | 2 | 2023 |
Introducing the MindSet benchmark for comparing DNNs to human vision V Biscione, D Yin, G Malhotra, M Dujmović, M Montero, G Puebla, ... PsyArXiv, 2023 | 2 | 2023 |
Modelling probability matching as a Bayesian sampling process C Tsvetkov, H Yan, A Sanborn Proceedings of the Annual Meeting of the Cognitive Science Society 46, 2024 | | 2024 |
Recovering individual mental representations of facial affect using Variational Auto-Encoder Guided Markov Chain Monte Carlo with People H Yan, N Chater, C Tsvetkov, A Sanborn Proceedings of the Annual Meeting of the Cognitive Science Society 46, 2024 | | 2024 |
Combining meta-learned models with process models of cognition AN Sanborn, H Yan, C Tsvetkov Behavioral and Brain Sciences, 2024 | | 2024 |
Disagreement and confusion over the status of DNNs as models of vision JS Bowers, G Malhotra, M Dujmović, ML Montero, C Tsvetkov, G Puebla, ... | | 2023 |
Quickly recovering comprehensive individual mental representations of facial affect H Yan, C Tsvetkov, N Chater, A Sanborn OSF, 0 | | |
This Target Article has been accepted for publication and has not yet been copyedited and proofread. The article may be cited using its doi (About doi), but it must be made … G Malhotra, M Dujmović, ML Montero, C Tsvetkov, V Biscione, G Puebla, ... | | |
Deep Problems with Neural Network Models of Human Vision G Malhotra, M Dujmović, ML Montero, C Tsvetkov, V Biscione, G Puebla, ... | | |