summary.md

Pruning Research of PRCI-Lab

Differentiable neural architecture learning for efficient neural networks

Qingbei Guo, Xiao-Jun Wu, Josef Kittler, Zhiquan Feng, Pattern Recognition, 2022.

[Paper] [Code]

---

SDA-xNet: Selective Depth Attention Networks for Adaptive Multi-scale Feature Representation

Qingbei Guo, Xiao-Jun Wu, Zhiquan Feng, Tianyang Xu, Cong Hu, arXiv, 2022.

[Paper] [Code]

---

Weak sub-network pruning for strong and efficient neural networks

Qingbei Guo, Xiao-Jun Wu, Josef Kittler, Zhiquan Feng, Neural Networks, 2021.

[Paper] [Code]

---

Self-grouping convolutional neural networks

Qingbei Guo, Xiao-Jun Wu, Josef Kittler, Zhiquan Feng, Neural Networks, 2020.

[Paper] [Code]

---

Compression of Deep Convolutional Neural Networks Using Effective Channel Pruning

Qingbei Guo, Xiao-Jun Wu, Xiuyang Zhao, International Conference on Image and Graphics (ICIG), 2019.

[Paper] [Code]

---