2.4k citations · 3.7k across the 27 of their papers we have counts for
4 papers · 1 filter
PolarMask: Single Shot Instance Segmentation with Polar Representation
Enze Xie, Peize Sun, Xiaoge Song +4
In this paper, we introduce an anchor-box free and single shot instance segmentation method, which is conceptually simple, fully convolutional and can be used as a mask prediction…
Knowledge Distillation via Route Constrained Optimization
Xiao Jin, Baoyun Peng, Yichao Wu +5
Distillation-based learning boosts the performance of the miniaturized neural network based on the hypothesis that the representation of a teacher model can be used as structured a…
Pyramid Mask Text Detector
Jingchao Liu, Xuebo Liu, Jie Sheng +3
Scene text detection, an essential step of scene text recognition system, is to locate text instances in natural scene images automatically. Some recent attempts benefiting from Ma…
Dynamic Multi-path Neural Network
Yingcheng Su, Shunfeng Zhou, Yichao Wu +7
Although deeper and larger neural networks have achieved better performance, the complex network structure and increasing computational cost cannot meet the demands of many resourc…