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Jinming Hu

2 accepted papers

2025

Unsupervised UAV 3D Trajectories Estimation with Sparse Point Clouds

ICASSP 2025accepted

Compact UAV systems, while advancing delivery and surveillance, pose significant security challenges due to their small size, which hinders detection by traditional methods. This paper presents a cost-effective, unsupervised UAV detection method using spatial-temporal sequence processing to fuse mul…

Cited by 0SourceScholar
2021

Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework

ICML 2021spotlight

Most neural network pruning methods, such as filter-level and layer-level prunings, prune the network model along one dimension (depth, width, or resolution) solely to meet a computational budget. However, such a pruning policy often leads to excessive reduction of that dimension, thus inducing a hu…

Cited by 77SourcePDFScholar