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We have tested our method on CUB using the attribute semantic descriptor, but the results are not as good (U=52.4, S=60.9, H=56.4) as using the sentence semantic descriptor. You can also replace the sent with the attribute in the codes.
Besides, we find that some other methods, like CADA-VAE[1], cycle-CLSWGAN[2], etc., also use the sentence semantic descriptor for CUB. And our results on CUB can still outperform theirs.
Best wishes!
[1] Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders. Edgar Schonfeld, Sayna Ebrahimi, Samarth Sinha, Trevor Darrell, and Zeynep Akata. CVPR2019.
[2] Multi-modal Cycle-consistent Generalized Zero-Shot Learning. Rafael Felix, Vijay Kumar B G, Ian Reid, and Gustavo Carneiro. ECCV2018
Much appreciation for your interest!
We have tested our method on CUB using the attribute semantic descriptor, but the results are not as good (U=52.4, S=60.9, H=56.4) as using the sentence semantic descriptor. You can also replace the sent with the attribute in the codes.
Besides, we find that some other methods, like CADA-VAE[1], cycle-CLSWGAN[2], etc., also use the sentence semantic descriptor for CUB. And our results on CUB can still outperform theirs.
Best wishes!
[1] Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders. Edgar Schonfeld, Sayna Ebrahimi, Samarth Sinha, Trevor Darrell, and Zeynep Akata. CVPR2019.
[2] Multi-modal Cycle-consistent Generalized Zero-Shot Learning. Rafael Felix, Vijay Kumar B G, Ian Reid, and Gustavo Carneiro. ECCV2018
Originally posted by @Hanzy1996 in #4 (comment)
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