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Mengqi Xue

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Generalization Matters: Loss Minima Flattening via Parameter Hybridization for Efficient Online Knowledge Distillation

Mar 26, 2023
Tianli Zhang, Mengqi Xue, Jiangtao Zhang, Haofei Zhang, Yu Wang, Lechao Cheng, Jie Song, Mingli Song

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Schema Inference for Interpretable Image Classification

Mar 12, 2023
Haofei Zhang, Mengqi Xue, Xiaokang Liu, Kaixuan Chen, Jie Song, Mingli Song

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Jointly Complementary&Competitive Influence Maximization with Concurrent Ally-Boosting and Rival-Preventing

Feb 19, 2023
Qihao Shi, Wenjie Tian, Wujian Yang, Mengqi Xue, Can Wang, Minghui Wu

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Is ProtoPNet Really Explainable? Evaluating and Improving the Interpretability of Prototypes

Dec 12, 2022
Qihan Huang, Mengqi Xue, Haofei Zhang, Jie Song, Mingli Song

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A Survey of Neural Trees

Sep 07, 2022
Haoling Li, Jie Song, Mengqi Xue, Haofei Zhang, Jingwen Ye, Lechao Cheng, Mingli Song

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ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition

Aug 22, 2022
Mengqi Xue, Qihan Huang, Haofei Zhang, Lechao Cheng, Jie Song, Minghui Wu, Mingli Song

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Meta-attention for ViT-backed Continual Learning

Mar 22, 2022
Mengqi Xue, Haofei Zhang, Jie Song, Mingli Song

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Knowledge Amalgamation for Object Detection with Transformers

Mar 07, 2022
Haofei Zhang, Feng Mao, Mengqi Xue, Gongfan Fang, Zunlei Feng, Jie Song, Mingli Song

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Bootstrapping ViTs: Towards Liberating Vision Transformers from Pre-training

Dec 09, 2021
Haofei Zhang, Jiarui Duan, Mengqi Xue, Jie Song, Li Sun, Mingli Song

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