Person
Melika Behjati
This person is no longer with EPFL
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Related publications (2)
Please note that this is not a complete list of this person’s publications. It includes only semantically relevant works. For a full list, please refer to Infoscience.
Inducing Meaningful Units from Character Sequences with Slot Attention
James Henderson, Melika Behjati
Characters do not convey meaning, but sequences of characters do. We propose an unsupervised distributional method to learn the abstract meaning-bearing units in a sequence of characters. Rather than segmenting the sequence, this model discovers continuous ...
2021Universal Adversarial Attacks on Text Classifiers
Pascal Frossard, Seyed Mohsen Moosavi Dezfooli, Melika Behjati
Despite the vast success neural networks have achieved in different application domains, they have been proven to be vulnerable to adversarial perturbations (small changes in the input), which lead them to produce the wrong output. In this paper, we propos ...
IEEE2019