Guotian Xie

Publication Activity (10 Years)

Years Active: 2016-2020
Publications (10 Years): 8

Top Topics

Gaussian Convolution

Pruning Algorithms

Top Venues

Pattern Recognit.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Guotian Xie
Redundancy-Aware Pruning of Convolutional Neural Networks. Neural Comput. 32 (12) (2020)
Guotian Xie, Kuiyuan Yang, Ting Zhang, Jingdong Wang, Jianhuang Lai
Balanced Decoupled Spatial Convolution for CNNs. IEEE Trans. Neural Networks Learn. Syst. 30 (11) (2019)
Guotian Xie, Kuiyuan Yang, Jianhuang Lai
Filter-in-Filter: Low Cost CNN Improvement by Sub-filter Parameter Sharing. Pattern Recognit. 91 (2019)
Guotian Xie, Ting Zhang, Kuiyuan Yang, Jianhuang Lai, Jingdong Wang
Decoupled Convolutions for CNNs. AAAI (2018)
Guotian Xie, Jianhuang Lai
An Interpretation of Forward-Propagation and Back-Propagation of DNN. PRCV (2) (2018)
Guotian Xie, Jingdong Wang, Ting Zhang, Jianhuang Lai, Richang Hong, Guo-Jun Qi
IGCV2: Interleaved Structured Sparse Convolutional Neural Networks. CoRR (2018)
Guotian Xie, Jingdong Wang, Ting Zhang, Jianhuang Lai, Richang Hong, Guo-Jun Qi
Interleaved Structured Sparse Convolutional Neural Networks. CVPR (2018)
Guotian Xie, Kuiyuan Yang, Yalong Bai, Min Shang, Yong Rui, Jianhuang Lai
Improve dog recognition by mining more information from both click-through logs and pre-trained models. ICME Workshops (2016)