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cs.CV2022★ 1 cited
Gradient Obfuscation Checklist Test Gives a False Sense of Security
Nikola Popovic, Danda Pani Paudel, Thomas Probst +1
One popular group of defense techniques against adversarial attacks is based on injecting stochastic noise into the network. The main source of robustness of such stochastic defens…
cs.CV2022
Spatially Multi-conditional Image Generation
Ritika Chakraborty, Nikola Popovic, Danda Pani Paudel +2
In most scenarios, conditional image generation can be thought of as an inversion of the image understanding process. Since generic image understanding involves solving multiple ta…