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May, 2021
Joint-DetNAS: 使用NAS、修剪和动态蒸馏提升您的检测器
Joint-DetNAS: Upgrade Your Detector with NAS, Pruning and Dynamic Distillation
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Lewei Yao, Renjie Pi, Hang Xu, Wei Zhang, Zhenguo Li...
TL;DR
提出了联合检测NAS(Joint-DetNAS),是一种用于目标检测的统一NAS框架,同时整合了3个关键部分:神经架构搜索、剪枝和知识蒸馏,将它们联合优化,实现了高性能的对象检测。
Abstract
We propose
joint-detnas
, a unified NAS framework for
object detection
, which integrates 3 key components:
neural architecture search
,
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