Peipei Zhao — accepted AI-conference papers

2025

MLNet: Mutual Learning Network to Improve Self-Supervised Representation for Fine-Grained Visual Recognition

Peipei Zhao, Jiaxuan Wang, Zixiang Lu, Qiguang Miao

ICASSP 2025accepted

High-quality annotation of fine-grained visual categorization requires extensive professional knowledge, which is time-consuming and laborious. Therefore, learning fine-grained visual representations from a large number of unlabeled images through self-supervised learning has become a popular altern…

Cited by 0 Source ↗Scholar ↗

2024

EFormer: Enhanced Transformer towards Semantic-Contour Features of Foreground for Portraits Matting

Zitao Wang, Qiguang Miao, Yue Xi, Peipei Zhao

CVPR 2024poster

The portrait matting task aims to extract an alpha matte with complete semantics and finely detailed contours. In comparison to CNN-based approaches transformers with self-attention module have a better capacity to capture long-range dependencies and low-frequency semantic information of a portrait.…

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