41 citations · 96 across the 11 of their papers we have counts for
3 papers · 1 filter
Classifier Crafting: Turn Your ConvNet into a Zero-Shot Learner!
Jacopo Cavazza
In Zero-shot learning (ZSL), we classify unseen categories using textual descriptions about their expected appearance when observed (class embeddings) and a disjoint pool of seen c…
Learning without Seeing nor Knowing: Towards Open Zero-Shot Learning
Federico Marmoreo, Julio Ivan Davila Carrazco, Vittorio Murino +1
In Generalized Zero-Shot Learning (GZSL), unseen categories (for which no visual data are available at training time) can be predicted by leveraging their class embeddings (e.g., a…
Transductive Zero-Shot Learning by Decoupled Feature Generation
Federico Marmoreo, Jacopo Cavazza, Vittorio Murino
In this paper, we address zero-shot learning (ZSL), the problem of recognizing categories for which no labeled visual data are available during training. We focus on the transducti…