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Tomaso Poggio

Massachusetts Institute of Technology
McGovern Institute for Brain Research
Max Planck Society

694

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Neural-guided, Bidirectional Program Search for Abstraction and Reasoning

2021 arXiv: Artificial Intelligence
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Deep Learning for Seismic Inverse Problems: Toward the Acceleration of Geophysical Analysis Workflows

2021 IEEE Signal Processing Magazine
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Quantifying Adversarial Sensitivity of a Model as a Function of the Image Distribution

2021 Journal of Vision
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The Effects of Image Distribution and Task on Adversarial Robustness.

2021 arXiv: Learning
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From Associative Memories to Deep Networks

2021
- Tomaso Poggio
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Distribution of Classification Margins: Are All Data Equal?

2021 arXiv: Learning
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From Marr’s Vision to the Problem of Human Intelligence

2021
- Tomaso Poggio
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Hierarchically Compositional Tasks and Deep Convolutional Networks.

2021 arXiv: Learning
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Explicit regularization and implicit bias in deep network classifiers trained with the square loss.

2021 arXiv: Learning
- Tomaso Poggio
- Qianli Liao
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Hierarchically Local Tasks and Deep Convolutional Networks

2021 Journal of Vision
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