Tzu-Yin Chao

Make an Omelette with Breaking Eggs: Zero-Shot Learning for Novel Attribute Synthesis

Most of the existing algorithms for zero-shot classification problems typically rely on the attribute-based semantic relations among categories to realize the classification of novel categories without observing any of their instances. However, training the zero-shot classification models still requ…