Search Results for author: Jianyu Miao

Found 2 papers, 0 papers with code

Transformed $\ell_1$ Regularization for Learning Sparse Deep Neural Networks

no code implementations4 Jan 2019 Rongrong Ma, Jianyu Miao, Lingfeng Niu, Peng Zhang

To this end, we introduce a new non-convex integrated transformed $\ell_1$ regularizer to promote sparsity for DNNs, which removes both redundant connections and unnecessary neurons simultaneously.

Beyond Attributes: Adversarial Erasing Embedding Network for Zero-shot Learning

no code implementations19 Nov 2018 Xiao-Bo Jin, Kai-Zhu Huang, Jianyu Miao

AEEN-HOA consists of two branches, i. e., the upper stream is capable of erasing some initially discovered regions, then the high-order attribute supervision is incorporated to characterize the relationship between the class attributes.

Attribute Zero-Shot Learning

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