Matan Ben-Tov
Matan Ben-Tov
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NanoPGD: Minimal Implmentation of PGD ๐ผโก๏ธ๐
PGD is the perfect [adversarial] example of neural networks’ vulnerabilities. I implemented a compact version of this method, that can be applied to arbitrary images and against SoTA classifiers.
Matan Ben-Tov
Feb 15, 2025
7 min read
Squeezing More Out of Vec2Text with Embedding Space Alignment ๐ง
Transferring previously-trained Vec2Text’s embedding inversion to new text encoders, by training a mere affine mapping.
Matan Ben-Tov
Oct 30, 2024
4 min read
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