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Huan Peng

3 accepted papers

2022

Binary Dense Predictors for Human Pose Estimation Based on Dynamic Thresholds and Filtering

ICASSP 2022accepted

Binary neural networks (BNNs) contribute a lot to the efficiency of image classification models. However, in dense predication tasks such as human pose estimation, predictions in different locations are coupled and rely on the extraction of features across entire images. As a result, more robust and…

Cited by 0SourceScholar
2022

Equal Loss: A Simple Loss Function for Noise Robust Learning

ICASSP 2022accepted

Training accurate deep neural networks in the presence of noisy labels is an important task. Though a number of approaches have been proposed for learning with noisy labels, many open issues remain. In this paper, we show that DNN learning with Cross Entropy is not robust to label noise and exhibits…

Cited by 0SourceScholar