Search Results for author: Yaxiong Chen

Found 2 papers, 1 papers with code

ESPT: A Self-Supervised Episodic Spatial Pretext Task for Improving Few-Shot Learning

1 code implementation26 Apr 2023 Yi Rong, Xiongbo Lu, Zhaoyang Sun, Yaxiong Chen, Shengwu Xiong

With this definition, the ESPT-augmented FSL objective promotes learning more transferable feature representations that capture the local spatial features of different images and their inter-relational structural information in each input episode, thus enabling the model to generalize better to new categories with only a few samples.

Few-Shot Image Classification Few-Shot Learning +1

SSAT: A Symmetric Semantic-Aware Transformer Network for Makeup Transfer and Removal

no code implementations7 Dec 2021 Zhaoyang Sun, Yaxiong Chen, Shengwu Xiong

Makeup transfer is not only to extract the makeup style of the reference image, but also to render the makeup style to the semantic corresponding position of the target image.

Semantic correspondence

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