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Exploring model extraction into dynamic neural networks

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Name		Name	Last commit message	Last commit date
Latest commit History 7 Commits
dfme		dfme
models		models
README.md		README.md
__init__.py		__init__.py
baseline_dfme.py		baseline_dfme.py
exp_big_little.py		exp_big_little.py
exp_cond_conv.py		exp_cond_conv.py
exp_gated_resnet.py		exp_gated_resnet.py
gate_visualization.py		gate_visualization.py

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Exploring dynamic stealing

Exploring model extraction into dynamic neural networks

Final presentation: https://devpranjal.github.io/summer-intern

Experiments

baseline_dfme.py: Baseline DFME with static student

exp_big_little.py: DFME with dynamic student from https://ieeexplore.ieee.org/document/7331375

exp_cond_conv.py: DFME with dynamic student from https://arxiv.org/abs/1904.04971

exp_gated_resnet.py: DFME with dynamic student from https://arxiv.org/abs/2204.00972

gate_visualization.py: Utility for visualizing gate activations in gated ResNets

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Exploring model extraction into dynamic neural networks

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