Deep Octonion Networks

no code implementations • 20 Mar 2019 • Jiasong Wu, Ling Xu, Youyong Kong, Lotfi Senhadji, Huazhong Shu

In recent years, the deep complex networks (DCNs) and the deep quaternion networks (DQNs) have attracted more and more attentions.

General Classification Image Classification +1

PPG-based singing voice conversion with adversarial representation learning

no code implementations • 28 Oct 2020 • Zhonghao Li, Benlai Tang, Xiang Yin, Yuan Wan, Ling Xu, Chen Shen, Zejun Ma

Singing voice conversion (SVC) aims to convert the voice of one singer to that of other singers while keeping the singing content and melody.

Representation Learning Voice Conversion +1

A Probability Distribution and Location-aware ResNet Approach for QoS Prediction

no code implementations • 16 Nov 2020 • Wenyan Zhang, Ling Xu, Meng Yan, Ziliang Wang, Chunlei Fu

This approach considers the historical invocations probability distribution and location characteristics of users and services, and first use the ResNet in QoS prediction to reuses the features, which alleviates the problems of gradient disappearance and model degradation.

Collaborative Filtering

A dataset of primary nasopharyngeal carcinoma MRI with multi-modalities segmentation

no code implementations • 4 Apr 2024 • Yin Li, Qi Chen, Kai Wang, Meige Li, Liping Si, Yingwei Guo, Yu Xiong, Qixing Wang, Yang Qin, Ling Xu, Patrick van der Smagt, Jun Tang, Nutan Chen

Multi-modality magnetic resonance imaging data with various sequences facilitate the early diagnosis, tumor segmentation, and disease staging in the management of nasopharyngeal carcinoma (NPC).

Management Tumor Segmentation