Search Results for author: Zhiwei Hao

Found 3 papers, 2 papers with code

CDFKD-MFS: Collaborative Data-free Knowledge Distillation via Multi-level Feature Sharing

1 code implementation24 May 2022 Zhiwei Hao, Yong Luo, Zhi Wang, Han Hu, Jianping An

To tackle this challenge, we propose a framework termed collaborative data-free knowledge distillation via multi-level feature sharing (CDFKD-MFS), which consists of a multi-header student module, an asymmetric adversarial data-free KD module, and an attention-based aggregation module.

Knowledge Distillation

Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Learning

1 code implementation24 May 2022 Zhiwei Hao, Guanyu Xu, Yong Luo, Han Hu, Jianping An, Shiwen Mao

In this paper, we study the multi-agent collaborative inference scenario, where a single edge server coordinates the inference of multiple UEs.

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