Generative approaches to Zero-Shot Learning

WORK IN PROGRESS

This repo contains a pytorch implementation for the paper: Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders.

Results(not final, ongoing work):

SUN			CUB			AWA1			AWA2
S	U	H	S	U	H	S	U	H	S	U	H
55.8	49.0	52.2	47.1	47.9	47.5	65.7	57.3	61.2	69.9	59.3	64.2

TODO:

• extra discriminator benefits?
• add instructions for running code