Neil Joshi

Where's Wally Now? Deep Generative and Discriminative Embeddings for Novelty Detection

We develop a framework for novelty detection (ND) methods relying on deep embeddings, either discriminative or generative, and also propose a novel framework for assessing their performance. While much progress was made recently in these approaches, it has been accompanied by certain limitations: m…