72 citations · 121 across the 5 of their papers we have counts for
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cs.CV2022★ 1 cited
FSCNN: A Fast Sparse Convolution Neural Network Inference System
Bo Ji, Tianyi Chen
Convolution neural networks (CNNs) have achieved remarkable success, but typically accompany high computation cost and numerous redundant weight parameters. To reduce the FLOPs, st…
cs.CV2022★ 1 cited
Sparsity-guided Network Design for Frame Interpolation
Tianyu Ding, Luming Liang, Zhihui Zhu +2
DNN-based frame interpolation, which generates intermediate frames from two consecutive frames, is often dependent on model architectures with a large number of features, preventin…
cs.LG2022★ 72 cited
Spatial-Temporal Sequential Hypergraph Network for Crime Prediction with Dynamic Multiplex Relation Learning
Lianghao Xia, Chao Huang, Yong Xu +4
Crime prediction is crucial for public safety and resource optimization, yet is very challenging due to two aspects: i) the dynamics of criminal patterns across time and space, cri…