7 citations · 8 across the 3 of their papers we have counts for
3 papers
cs.CV2021★ 1 cited
Small Object Detection Based on Modified FSSD and Model Compression
Qingcai Wang, Hao Zhang, Xianggong Hong +1
Small objects have relatively low resolution, the unobvious visual features which are difficult to be extracted, so the existing object detection methods cannot effectively detect…
cs.CV2020
Unsupervised Image Segmentation using Mutual Mean-Teaching
Zhichao Wu, Lei Guo, Hao Zhang +1
Unsupervised image segmentation aims at assigning the pixels with similar feature into a same cluster without annotation, which is an important task in computer vision. Due to lack…
cs.LG2020★ 7 cited
Propagating Asymptotic-Estimated Gradients for Low Bitwidth Quantized Neural Networks
Jun Chen, Yong Liu, Hao Zhang +2
The quantized neural networks (QNNs) can be useful for neural network acceleration and compression, but during the training process they pose a challenge: how to propagate the grad…