62 citations · 174 across the 19 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
cs.CV2017★ 62 cited
NISP: Pruning Networks using Neuron Importance Score Propagation
Ruichi Yu, Ang Li, Chun-Fu Chen +6
To reduce the significant redundancy in deep Convolutional Neural Networks (CNNs), most existing methods prune neurons by only considering statistics of an individual layer or two…
cs.CV2017★ 9 cited
C-WSL: Count-guided Weakly Supervised Localization
Mingfei Gao, Ang Li, Ruichi Yu +2
We introduce count-guided weakly supervised localization (C-WSL), an approach that uses per-class object count as a new form of supervision to improve weakly supervised localizatio…
cs.CV2017★ 15 cited
Dynamic Zoom-in Network for Fast Object Detection in Large Images
Mingfei Gao, Ruichi Yu, Ang Li +2
We introduce a generic framework that reduces the computational cost of object detection while retaining accuracy for scenarios where objects with varied sizes appear in high resol…