80 citations · 104 across the 17 of their papers we have counts for
Showing 2018Show all
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cs.CV2018★ 3 cited
Learning Finer-class Networks for Universal Representations
Julien Girard, Youssef Tamaazousti, Hervé Le Borgne +1
Many real-world visual recognition use-cases can not directly benefit from state-of-the-art CNN-based approaches because of the lack of many annotated data. The usual approach to d…
cs.LG2018★ 15 cited
From Classical to Generalized Zero-Shot Learning: a Simple Adaptation Process
Yannick Le Cacheux, Hervé Le Borgne, Michel Crucianu
Zero-shot learning (ZSL) is concerned with the recognition of previously unseen classes. It relies on additional semantic knowledge for which a mapping can be learned with training…