Search Results for author: Xiaoguang Zhou

Found 3 papers, 0 papers with code

FireMatch: A Semi-Supervised Video Fire Detection Network Based on Consistency and Distribution Alignment

no code implementations9 Nov 2023 Qinghua Lin, Zuoyong Li, Kun Zeng, Haoyi Fan, Wei Li, Xiaoguang Zhou

Considering the limited quantity of labeled video data, we propose a semi-supervised fire detection model called FireMatch, which is based on consistency regularization and adversarial distribution alignment.

Data Augmentation Fairness +2

SNF: Filter Pruning via Searching the Proper Number of Filters

no code implementations14 Dec 2021 Pengkun Liu, Yaru Yue, Yanjun Guo, Xingxiang Tao, Xiaoguang Zhou

Filter pruning with our method leads to the state-of-the-art (SOTA) accuracy on CIFAR-10 and achieves competitive performance on ImageNet ILSVRC-2012. SNF based on the ResNet-56 network achieves an increase of 0. 14% in Top-1 accuracy at 52. 94% FLOPs reduction on CIFAR-10.

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