Jianyu Miao

most citedTransformed

ℓ_{1}

Regularization for Learning Sparse Deep Neural Networks

8 citations · 8 across the 1 of their papers we have counts for

collaborators

2 papers

cs.CV2019★ 8 cited

Transformed $ℓ_{1}$ Regularization for Learning Sparse Deep Neural Networks

Rongrong Ma, Jianyu Miao, Lingfeng Niu +1

Deep neural networks (DNNs) have achieved extraordinary success in numerous areas. However, to attain this success, DNNs often carry a large number of weight parameters, leading to…

cs.CV2018

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

Xiao-Bo Jin, Kai-Zhu Huang, Jianyu Miao

In this paper, an adversarial erasing embedding network with the guidance of high-order attributes (AEEN-HOA) is proposed for going further to solve the challenging ZSL/GZSL task.…

Transformed ℓ1​ Regularization for Learning Sparse Deep Neural Networks

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

Transformed $ℓ_{1}$ Regularization for Learning Sparse Deep Neural Networks