65 citations · 99 across the 4 of their papers we have counts for
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cs.CV2020
Shaping Deep Feature Space towards Gaussian Mixture for Visual Classification
Weitao Wan, Jiansheng Chen, Cheng Yu +3
The softmax cross-entropy loss function has been widely used to train deep models for various tasks. In this work, we propose a Gaussian mixture (GM) loss function for deep neural…
cs.CV2020★ 10 cited
Teacher-Critical Training Strategies for Image Captioning
Yiqing Huang, Jiansheng Chen
Existing image captioning models are usually trained by cross-entropy (XE) loss and reinforcement learning (RL), which set ground-truth words as hard targets and force the captioni…