2 papers
cs.CV2024
UDD: Dataset Distillation via Mining Underutilized Regions
Shiguang Wang, Zhongyu Zhang, Jian Cheng
Dataset distillation synthesizes a small dataset such that a model trained on this set approximates the performance of the original dataset. Recent studies on dataset distillation…
cs.CV2024
PSE-Net: Channel Pruning for Convolutional Neural Networks with Parallel-subnets Estimator
Shiguang Wang, Tao Xie, Haijun Liu +2
Channel Pruning is one of the most widespread techniques used to compress deep neural networks while maintaining their performances. Currently, a typical pruning algorithm leverage…