Weihao ZHUANG, PhD

Education

Papers

1. Learn to See Faster: Pushing the Limits of High-Speed Camera with Deep Underexposed Image Denoising
   Weihao Zhuang, Tristan Hascoet, Ryoichi Takashima, Tetsuya Takiguchi
   Arxiv Preprint paper

2. Optical Flow Regularization of Implicit Neural Representations for Video Frame Interpolation
   Weihao Zhuang, Tristan Hascoet, Xunquan Chen, Ryoichi Takashima, Tetsuya Takiguchi
   Arxiv Preprint paper

3. Convolutional Neural Networks Inference Memory Optimization with Receptive Field Based Input Tiling
   Weihao Zhuang, Tristan Hascoet, Xunquan Chen, Ryoichi Takashima, Tetsuya Takiguchi
   APSIPA Transactions on Signal and Information Processing

4. Convolutional Neural Networks Optimization Inference with Splitting Image,
   Weihao Zhuang, Tristan Hascoet, Ryoichi Takashima, Tetsuya Takiguchi, Yasuo Ariki
   2020 IEEE 9rd Global Conference on Consumer Electronics (GCCE). IEEE, 2020.

5. Convolutional Neural Networks with Skeleton Kernel
   Weihao Zhuang, Tristan Hascoet, Ryoichi Takashima, Tetsuya Takiguchi, Yasuo Ariki
   The 23st Meeting on Image Recognition and Understanding (MIRU2020)

6. Optimizing the Computational Efficiency of 3D Segmentation Models for Connectomics
   Weihao Zhuang, Hascoet Tristan, Ryoichi Takashima, Tetsuya Takiguchi and Yasuo Ariki
   The 26th International Workshop on Frontiers of Computer Vision (IW-FCV2020)

7. Layer-Wise Invertibility for Extreme Memory Cost Reduction of CNN Training
   Tristan Hascoet, Quentin Febvre, Weihao Zhuang, Yasuo Ariki, Tetsuya Takiguchi
   Proceedings of the IEEE International Conference on Computer Vision Workshops (pp. 0-0).
   

8. Reducing the Memory Cost of Training Convolutional Neural Networks by CPU Offloading
   Tristan Hascoet, Weihao Zhuang, Quenti Febvre, Yasuo Ariki1, Tetsuya Takiguchi
   Journal of Software Engineering and Applications, 12(08), 307.
   

9. Reduce GPU Memory Usage of Training Neural Network by CPU Offloading
   Weihao Zhuang, Tristan Hascoet, Ryoichi Takashima, Tetsuya Takiguchi, Yasuo Ariki
   The 22st Meeting on Image Recognition and Understanding (MIRU2019)
   

Awards