21 citations · 168 across the 36 of their papers we have counts for
4 papers · 1 filter
Learning with Rethinking: Recurrently Improving Convolutional Neural Networks through Feedback
Xin Li, Zequn Jie, Jiashi Feng +2
Recent years have witnessed the great success of convolutional neural network (CNN) based models in the field of computer vision. CNN is able to learn hierarchically abstracted fea…
Prune the Convolutional Neural Networks with Sparse Shrink
Xin Li, Changsong Liu
Nowadays, it is still difficult to adapt Convolutional Neural Network (CNN) based models for deployment on embedded devices. The heavy computation and large memory footprint of CNN…
FoveaNet: Perspective-aware Urban Scene Parsing
Xin Li, Zequn Jie, Wei Wang +7
Parsing urban scene images benefits many applications, especially self-driving. Most of the current solutions employ generic image parsing models that treat all scales and location…
Cell growth rate dictates the onset of glass to fluid-like transition and long time super-diffusion in an evolving cell colony
Abdul N Malmi-Kakkada, Xin Li, Himadri S. Samanta +2
Collective migration dominates many phenomena, from cell movement in living systems to abiotic self-propelling particles. Focusing on the early stages of tumor evolution, we enunci…