205 citations
3 papers
cs.CV2023★ 21 cited
Towards a Smaller Student: Capacity Dynamic Distillation for Efficient Image Retrieval
Yi Xie, Huaidong Zhang, Xuemiao Xu +2
Previous Knowledge Distillation based efficient image retrieval methods employs a lightweight network as the student model for fast inference. However, the lightweight student mode…
cs.CV2022★ 205 cited
SODA: Site Object Detection dAtaset for Deep Learning in Construction
Rui Duan, Hui Deng, Mao Tian +2
Computer vision-based deep learning object detection algorithms have been developed sufficiently powerful to support the ability to recognize various objects. Although there are cu…
cs.CV2020★ 4 cited
Context-aware and Scale-insensitive Temporal Repetition Counting
Huaidong Zhang, Xuemiao Xu, Guoqiang Han +1
Temporal repetition counting aims to estimate the number of cycles of a given repetitive action. Existing deep learning methods assume repetitive actions are performed in a fixed t…