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AutoPKD: automatic channel pruning and patch-based relation distillation for efficient 3D object detection

delete2026-08-22
delete0
PRE
AI
W
Wenxiang Li
J
Jianqi Liu *
Y
Yujun Chen
S
Shunan Lu
B
Bicun Yang
F
Fanlong Zhang
F
Fuchun Liu
DOI：10.1016/j.eswa.2026.133994delete
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摘要

摘要

En 中文
• 自动剪枝和关系蒸馏用于3D目标检测。 • 基于ABC的通道搜索用于结构化模型剪枝。 • 无训练代理指标用于快速结构评估。 • 在自动驾驶车辆平台上的实际部署。
Keyword:
Channel pruning
Knowledge distillation
Automatic structure search
3D object detection

期刊

Expert Systems with Applications 封面图
Expert Systems with Applications
IF:
7.5
论文数:
2.9W
被引数:
10.2W

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暂无机构信息
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