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IEEE TNNLS

IEEE Transactions on Neural Networks and Learning Systems · 期刊 · Machine Learning

2025-12-05 至 2025-12-05 共收录 1
2512.04625 2025-12-05 cs.LG cs.CV

Rethinking Decoupled Knowledge Distillation: A Predictive Distribution Perspective

重新思考解耦知识蒸馏:从预测分布的角度出发

Bowen Zheng, Ran Cheng

机构 * Department of Data Science and Artificial Intelligence, The Hong Kong Polytechnic University(数据科学与人工智能系,香港理工大学) Department of Computing, The Hong Kong Polytechnic University(计算系,香港理工大学) The Hong Kong Polytechnic University Shenzhen Research Institute(香港理工大学深圳研究院)

AI总结 从预测分布角度重新审视解耦知识蒸馏,提出更灵活的GDKD损失和高效算法,提升知识提取效果。

Comments Accepted to IEEE TNNLS

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