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uqzhichen / SDGZSL

[ICCV2021] Official Pytorch implementation for SDGZSL (Semantics Disentangling for Generalized Zero-Shot Learning)
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About sent_splits.mat #3

Closed NanAlbert closed 2 years ago

NanAlbert commented 2 years ago

Hello. I would like to know how to generate the CNN-RNN sentence embeddings (1024D), or where to get the sentence embeddings of other datasets, e.g., AwA2, SUN, APY. Thank you so much!

uqzhichen commented 2 years ago

Hi Albert, For generating sentence embeddings, you can refer to [1]. For how to generate sentence embeddings for zero-shot learning datasets, you can refer to [2]. As I know so far, there is no CNN-RNN sentence embeddings for AwA2, SUN and APY datasets.

Cheers, Zhi

[1] Reed, Scott, et al. "Learning deep representations of fine-grained visual descriptions." Proceedings of the IEEE conference on computer vision and pattern recognition. 2016. [2] Xian, Yongqin, et al. "Feature generating networks for zero-shot learning." Proceedings of the IEEE conference on computer vision and pattern recognition. 2018.

NanAlbert commented 2 years ago

Thanks a lot!