Deep Robust Encoder Through Locality Preserving Low-Rank Dictionary
深度鲁棒编码器（Deep Robust Encoder, DRE），通过局部性保留低秩字典，来提取鲁棒的、辨别力的特征，同时优化一个低秩的字典和约束的深度自编码器。首先，在输出层设计一个新的损失函数，一个干净的低秩的字典，和对应的权重包含局部信息，使得重建过程无噪声。其次，判别性的图约束保留了数据的局部几何结构，引导每一个编码层的深度特征学习。 两个具体步骤： Locality Preserv
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