2 papers
cs.CV2021
Hands-on Guidance for Distilling Object Detectors
Yangyang Qin, Hefei Ling, Zhenghai He +2
Knowledge distillation can lead to deploy-friendly networks against the plagued computational complexity problem, but previous methods neglect the feature hierarchy in detectors. M…
cs.CV2020
Selective Convolutional Network: An Efficient Object Detector with Ignoring Background
Hefei Ling, Yangyang Qin, Li Zhang +2
It is well known that attention mechanisms can effectively improve the performance of many CNNs including object detectors. Instead of refining feature maps prevalently, we reduce…