Papers by Dhanush Dharmaretnam
The Emergence of Semantics in Neural Network Representations of Visual Information (N18-2)
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| Challenge: | Convolutional neural networks learn about semantics through corpora, but they must be shared . a recent study shows that concepts exist independently of language . |
| Approach: | They employ techniques previously used to detect semantic representations in the human brain to detect representations of CNNs. |
| Outcome: | The proposed techniques could be used to combat adversarial attacks on CNNs, the authors say . |