Name: Haoran Zhu
Type: User
Company: Jilin University
Bio: Ph.D. @ School of Artificial Intelligence, Jilin University.
Interested in Bioinformatics, Computational Biology, RNA functions, Single cell data analysis
Location: Changchun, Jilin Province, China
Haoran Zhu's Projects
Mental health&Fishing
Official Implementation of Convolutional Normalization: Improving Robustness and Training for Deep Neural Networks
This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing the classic linear transformation of the convolution to non linear activations in each pixel.
Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks
An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).
Fast Convolutional KAN
This is an implementation of the MoE method in a custum CNN architecture
A PyTorch based framework to compare the performance of different normalization layers
Kolmogorov Arnold Networks
The official implementation of the paper RFold: RNA Secondary Structure Prediction with Decoupled Optimization.
[ICCV23] Robust Mixture-of-Expert Training for Convolutional Neural Networks by Yihua Zhang, Ruisi Cai, Tianlong Chen, Guanhua Zhang, Huan Zhang, Pin-Yu Chen, Shiyu Chang, Zhangyang (Atlas) Wang, Sijia Liu
ICLR 2023, Spiking Convolutional Neural Networks for Text Classification