73 citations · 89 across the 7 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
cs.IT2019★ 2 cited
Deep Learning-Based Decoding of Constrained Sequence Codes
Congzhe Cao, Duanshun Li, Ivan Fair
Constrained sequence (CS) codes, including fixed-length CS codes and variable-length CS codes, have been widely used in modern wireless communication and data storage systems. Sequ…
cs.LG2019
Solving Large-Scale 0-1 Knapsack Problems and its Application to Point Cloud Resampling
Duanshun Li, Jing Liu, Noseong Park +7
0-1 knapsack is of fundamental importance in computer science, business, operations research, etc. In this paper, we present a deep learning technique-based method to solve large-s…
cs.CV2019★ 73 cited
Deep Unsupervised Learning of 3D Point Clouds via Graph Topology Inference and Filtering
Siheng Chen, Chaojing Duan, Yaoqing Yang +3
We propose a deep autoencoder with graph topology inference and filtering to achieve compact representations of unorganized 3D point clouds in an unsupervised manner. Many previous…