95 citations · 144 across the 12 of their papers we have counts for
4 papers · 1 filter
Deep Joint Source-Channel Coding for Multi-Task Network
Mengyang Wang, Zhicong Zhang, Jiahui Li +2
Multi-task learning (MTL) is an efficient way to improve the performance of related tasks by sharing knowledge. However, most existing MTL networks run on a single end and are not…
Tree-Structured Data Clustering-Driven Neural Network for Intra Prediction in Video Coding
Hengyu Man, Xiaopeng Fan, Ruiqin Xiong +1
As a crucial part of video compression, intra prediction utilizes local information of images to eliminate the redundancy in spatial domain. In both the High Efficiency Video Codin…
COLA-Net: Collaborative Attention Network for Image Restoration
Chong Mou, Jian Zhang, Xiaopeng Fan +2
Local and non-local attention-based methods have been well studied in various image restoration tasks while leading to promising performance. However, most of the existing methods…
SNR-adaptive deep joint source-channel coding for wireless image transmission
Mingze Ding, Jiahui Li, Mengyao Ma +1
Considering the problem of joint source-channel coding (JSCC) for multi-user transmission of images over noisy channels, an autoencoder-based novel deep joint source-channel coding…