PhD student at Harvard/MIT working on understanding generalization behaviour of neural networks.
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Harvard/MIT
- Cambridge, MA
- http://people.fas.harvard.edu/~spm253/spandan/
- @spandan_madan
Highlights
- Pro
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DeepLearningProject
DeepLearningProject PublicAn in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.
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Pytorch_fine_tuning_Tutorial
Pytorch_fine_tuning_Tutorial PublicA short tutorial on performing fine tuning or transfer learning in PyTorch.
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lectures_and_talks
lectures_and_talks PublicCollection of lectures and talks I've given on Computer Vision and Deep Learning
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generalization_to_OOD_category_viewpoint_combinations
generalization_to_OOD_category_viewpoint_combinations PublicSource code for the Nature Machine Intelligence paper: When and how convolutional neural networks generalize to out-of-distribution category-viewpoint combinations.
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in_distribution_adversarial_examples
in_distribution_adversarial_examples PublicSource code for the paper: "Adversarial examples within the training distribution: A widespread challenge"
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