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Generatively Augmented Neural Network Watchdog for Image Classification Networks
For example, a generic neural network that has been trained to differentiate between images of dogs and cats can only classify an input as either a dog or a cat.
Cascade Watchdog: A Multi-tiered Adversarial Guard for Outlier Detection
The identification of out-of-distribution content is critical to the successful implementation of neural networks.
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