5 citations · 12 across the 4 of their papers we have counts for
4 papers
Learning Convolutional Neural Networks in the Frequency Domain
Hengyue Pan, Yixin Chen, Xin Niu +2
Convolutional neural network (CNN) has achieved impressive success in computer vision during the past few decades. The image convolution operation helps CNNs to get good performanc…
Fixed-size Objects Encoding for Visual Relationship Detection
Hengyue Pan, Xin Niu, Rongchun Li +2
In this paper, we propose a fixed-size object encoding method (FOE-VRD) to improve performance of visual relationship detection tasks. Comparing with previous methods, FOE-VRD has…
DropFilter: A Novel Regularization Method for Learning Convolutional Neural Networks
Hengyue Pan, Hui Jiang, Xin Niu +1
The past few years have witnessed the fast development of different regularization methods for deep learning models such as fully-connected deep neural networks (DNNs) and Convolut…
Supervised Adversarial Networks for Image Saliency Detection
Hengyue Pan, Hui Jiang
In the past few years, Generative Adversarial Network (GAN) became a prevalent research topic. By defining two convolutional neural networks (G-Network and D-Network) and introduci…