Search Results for author: Zeren Jiang

Found 2 papers, 2 papers with code

General Instance Distillation for Object Detection

1 code implementation • CVPR 2021 • Xing Dai, Zeren Jiang, Zhao Wu, Yiping Bao, Zhicheng Wang, Si Liu, Erjin Zhou

In recent years, knowledge distillation has been proved to be an effective solution for model compression.

Knowledge Distillation Model Compression +4

Paper
Code

HEAD: HEtero-Assists Distillation for Heterogeneous Object Detectors

1 code implementation • 12 Jul 2022 • Luting Wang, Xiaojie Li, Yue Liao, Zeren Jiang, Jianlong Wu, Fei Wang, Chen Qian, Si Liu

We observe that the core difficulty for heterogeneous KD (hetero-KD) is the significant semantic gap between the backbone features of heterogeneous detectors due to the different optimization manners.

Knowledge Distillation Object +3

Paper
Code

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