GitHub - swamiviv/guided_perturbations: Guided Perturbations: Self-Corrective Behavior in Convolutional Neural Networks · GitHub

Name		Name	Last commit message	Last commit date
README.md		README.md
demo.py		demo.py
deploy32s.prototxt		deploy32s.prototxt
input.png		input.png
output.png		output.png
run_demo.sh		run_demo.sh
surgery.py		surgery.py
surgery.pyc		surgery.pyc

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Demo code for Guided Perturbations accompanying the paper:

Swami Sankaranarayanan, Arpit Jain and Ser Nam Lim, "Guided Perturbations: Self-Corrective Behavior in Convolutional Neural Networks," 2017 IEEE International Conference on Computer Vision (ICCV), Venice, Italy, 2017

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Guided Perturbations: Self-Corrective Behavior in Convolutional Neural Networks

adversarial-machine-learning cnn deep-learning perturbation-analysis semantic-segmentation uncertainty-neural-networks

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