Schrimpf, Martin
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2023
Let’s move forward: Image-computable models and a common model evaluation scheme are prerequisites for a scientific understanding of human visionAbstract
Abstract: Let’s move forward: Image-computable models and a common model evaluation scheme are prerequisites for a scientific understanding of human visionAbstractIn:Behavioral and Brain Sciences
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2022
Primate Inferotemporal Cortex Neurons Generalize Better to Novel Image Distributions Than Analogous Deep Neural Networks Units
Abstract: Primate Inferotemporal Cortex Neurons Generalize Better to Novel Image Distributions Than Analogous Deep Neural Networks UnitsIn:SVHRM Workshop at Neural Information Processing Systems (NeurIPS)Available At:
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2022
Aligning Model and Macaque Inferior Temporal Cortex Representations Improves Model-to-Human Behavioral Alignment and Adversarial Robustness
Abstract: Aligning Model and Macaque Inferior Temporal Cortex Representations Improves Model-to-Human Behavioral Alignment and Adversarial RobustnessIn:bioRxiv
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2021
Unsupervised neural network models of the ventral visual stream
Abstract: Unsupervised neural network models of the ventral visual streamIn:Proceedings of the National Academy of SciencesAvailable At:
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2019
Using Brain-Score to Evaluate and Build Neural Networks for Brain-Like Object Recognition
Abstract: Using Brain-Score to Evaluate and Build Neural Networks for Brain-Like Object RecognitionIn:Computational and Systems Neuroscience (COSYNE)
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2021
Chemogenetic suppression of macaque V4 neurons produces retinotopically specific deficits in downstream IT neural activity patterns and core object recognition behavior
Abstract: Chemogenetic suppression of macaque V4 neurons produces retinotopically specific deficits in downstream IT neural activity patterns and core object recognition behaviorIn:Journal of Vision
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2021
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2020
Simulating a Primary Visual Cortex at the Front of CNNs Improves Robustness to Image Perturbations
Abstract: Simulating a Primary Visual Cortex at the Front of CNNs Improves Robustness to Image PerturbationsIn:Neural Information Processing Systems (NeurIPS; spotlight)
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2020
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2020
- Gan, Chuang
- Schwartz, Jeremy
- Alter, Seth
- Schrimpf, Martin
- Traer, James
- De Freitas, Julian
- Kubilius, Jonas
- Bhandwaldar, Abhishek
- Haber, Nick
- Sano, Megumi
- Wang, Elias
- Mrowca, Damian
- Lingelbach, Michael
- Curtis, Aidan
- Figelis, Kevin
- Bear, Daniel M.
- Gutfreund, Dan
- Cox, David
- DiCarlo, James J.
- McDermott, Josh
- Tenenbaum, Joshua B.
- Yamins, Daniel L K
ThreeDWorld: A Platform for Interactive Multi-Modal Physical Simulation
Abstract: ThreeDWorld: A Platform for Interactive Multi-Modal Physical SimulationIn:arXivAvailable At: