most citedPrototypes-oriented Transductive Few-shot Learning with Conditional Transport

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cs.CV2023★ 2 cited

Prototypes-oriented Transductive Few-shot Learning with Conditional Transport

Long Tian, Jingyi Feng, Wenchao Chen +4

Transductive Few-Shot Learning (TFSL) has recently attracted increasing attention since it typically outperforms its inductive peer by leveraging statistics of query samples. Howev…

cs.CV2019

Variational Hetero-Encoder Randomized GANs for Joint Image-Text Modeling

Hao Zhang, Bo Chen, Long Tian +2

For bidirectional joint image-text modeling, we develop variational hetero-encoder (VHE) randomized generative adversarial network (GAN), a versatile deep generative model that int…