James J DiCarlo
Massachusetts Institute of Technology
H-index: 59
North America-United States
Top articles of James J DiCarlo
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Learning only a handful of latent variables produces neural-aligned CNN models of the ventral stream | Yudi Xie Esther Alter Jeremy Schwartz James J DiCarlo | 2024/2/29 | |
Do Topographic Deep ANN Models of the Primate Ventral Stream Predict the Perceptual Effects of Direct IT Cortical Interventions? | bioRxiv | Martin Schrimpf Paul McGrath Eshed Margalit James J DiCarlo | 2024 |
Strong and Precise Modulation of Human Percepts via Robustified ANNs | Advances in Neural Information Processing Systems | Guy Gaziv Michael Lee James J DiCarlo | 2024/2/13 |
How does the primate brain combine generative and discriminative computations in vision? | arXiv preprint arXiv:2401.06005 | Benjamin Peters James J DiCarlo Todd Gureckis Ralf Haefner Leyla Isik | 2024/1/11 |
Probing Biological and Artificial Neural Networks with Task-dependent Neural Manifolds | Michael Kuoch Chi-Ning Chou Nikhil Parthasarathy Joel Dapello James J DiCarlo | 2024/1/8 | |
Software and Methods for Controlling Neural Responses in Deep Brain Regions | 2023/11/14 | ||
Let's move forward: Image-computable models and a common model evaluation scheme are prerequisites for a scientific understanding of human vision–CORRIGENDUM | Behavioral and Brain Sciences | James J DiCarlo Daniel LK Yamins Michael E Ferguson Evelina Fedorenko Matthias Bethge | 2024/1 |
A unifying principle for the functional organization of visual cortex | bioRxiv | Eshed Margalit Hyodong Lee Dawn Finzi James J DiCarlo Kalanit Grill-Spector | 2023/5/18 |
Catalyzing next-generation artificial intelligence through neuroai | Anthony Zador Sean Escola Blake Richards Bence Ölveczky Yoshua Bengio | 2023/3/22 | |
How well do rudimentary plasticity rules predict adult visual object learning? | PLOS Computational Biology | Michael J Lee James J DiCarlo | 2023/12/11 |
The Quest for an Integrated Set of Neural Mechanisms Underlying Object Recognition in Primates | arXiv preprint arXiv:2312.05956 | Kohitij Kar James J DiCarlo | 2023/12/10 |
Robustified anns reveal wormholes between human category percepts | arXiv preprint arXiv:2308.06887 | Guy Gaziv Michael J Lee James J DiCarlo | 2023/8/14 |
fROI-level computational models enable broad-scale experimental testing and expose key divergences between models and brains | Journal of Vision | Elizabeth Mieczkowski Alex Abate Willian De Faria Kirsten Lydic James DiCarlo | 2023/8/1 |
Functionally distinct sub-regions of the parahippocampal place area revealed by model-based neural control | Journal of Vision | Apurva Ratan Murty Alex Abate Frederik Kamps James DiCarlo Nancy Kanwisher | 2022/12/5 |
Adversarially trained neural representations are already as robust as biological neural representations | Chong Guo Michael Lee Guillaume Leclerc Joel Dapello Yug Rao | 2022/6/28 | |
Measuring the Alignment of ANNs and Primate V1 on Luminance and Contrast Response Characteristics | Stephanie Olaiya Tiago Marques James J DiCarlo | 2022/10/18 | |
The threedworld transport challenge: A visually guided task-and-motion planning benchmark towards physically realistic embodied ai | Chuang Gan Siyuan Zhou Jeremy Schwartz Seth Alter Abhishek Bhandwaldar | 2022/5/23 | |
Primate inferotemporal cortex neurons generalize better to novel image distributions than analogous deep neural networks units | Ayu Marliawaty I Gusti Bagus Tiago Marques Sachi Sanghavi James J DiCarlo Martin Schrimpf | 2022/10/18 | |
How well do unsupervised learning algorithms model human real-time and life-long learning? | Advances in neural information processing systems | Chengxu Zhuang Ziyu Xiang Yoon Bai Xiaoxuan Jia Nicholas Turk-Browne | 2022/12/6 |
Next-generation deep learning based on simulators and synthetic data | Celso M de Melo Antonio Torralba Leonidas Guibas James DiCarlo Rama Chellappa | 2022/2/1 |
