b'Yi Zhong'

research

∙ 09/16/2023

SynthTab: Leveraging Synthesized Data for Guitar Tablature Transcription

Guitar tablature is a form of music notation widely used among guitarist...

0 Yongyi Zang, et al. ∙

research

∙ 09/16/2023

Music Generation based on Generative Adversarial Networks with Transformer

Autoregressive models based on Transformers have become the prevailing a...

0 Ziyi Jiang, et al. ∙

research

∙ 08/29/2023

Incorporating Neuro-Inspired Adaptability for Continual Learning in Artificial Intelligence

Continual learning aims to empower artificial intelligence (AI) with str...

0 Liyuan Wang, et al. ∙

research

∙ 07/08/2023

Ariadne's Thread:Using Text Prompts to Improve Segmentation of Infected Areas from Chest X-ray images

Segmentation of the infected areas of the lung is essential for quantify...

0 Yi Zhong, et al. ∙

research

∙ 05/20/2023

EE-TTS: Emphatic Expressive TTS with Linguistic Information

While Current TTS systems perform well in synthesizing high-quality spee...

0 Yi Zhong, et al. ∙

research

∙ 02/07/2023

Hebbian and Gradient-based Plasticity Enables Robust Memory and Rapid Learning in RNNs

Rapidly learning from ongoing experiences and remembering past events wi...

0 Yu Duan, et al. ∙

research

∙ 07/13/2022

CoSCL: Cooperation of Small Continual Learners is Stronger than a Big One

Continual learning requires incremental compatibility with a sequence of...

0 Liyuan Wang, et al. ∙

research

∙ 02/14/2022

Memory Replay with Data Compression for Continual Learning

Continual learning needs to overcome catastrophic forgetting of the past...

0 Liyuan Wang, et al. ∙

research

∙ 10/23/2021

AFEC: Active Forgetting of Negative Transfer in Continual Learning

Continual learning aims to learn a sequence of tasks from dynamic data d...

0 Liyuan Wang, et al. ∙

research

∙ 04/19/2021

Few-shot Continual Learning: a Brain-inspired Approach

It is an important yet challenging setting to continually learn new task...

0 Liyuan Wang, et al. ∙

research

∙ 08/01/2020

Analysis and Optimization of Cache-Enabled Networks with Random DTX Scheme

In this paper, we focus on the meta distribution for the cache-enabled n...

0 Le Yang, et al. ∙

research

∙ 07/19/2020

Using Deep Convolutional Neural Networks to Diagnose COVID-19 From Chest X-Ray Images

The COVID-19 epidemic has become a major safety and health threat worldw...

0 Yi Zhong, et al. ∙

research

∙ 03/06/2020

Triple Memory Networks: a Brain-Inspired Method for Continual Learning

Continual acquisition of novel experience without interfering previously...

0 Liyuan Wang, et al. ∙

research

∙ 02/03/2020

An Actor-Critic-Based UAV-BSs Deployment Method for Dynamic Environments

In this paper, the real-time deployment of unmanned aerial vehicles (UAV...

0 Zhiwei Chen, et al. ∙

research

∙ 01/31/2020

Spatio-temporal Modeling for Massive and Sporadic Access

Envision for smart city and Internet of Everything imperiously appeals t...

0 Yi Zhong, et al. ∙

research

∙ 12/26/2019

Edge Caching with Real-Time Guarantees

In recent years, optimization of the success transmission probability in...

0 Le Yang, et al. ∙

research

∙ 12/08/2019

Graph-augmented Convolutional Networks on Drug-Drug Interactions Prediction

We propose an end-to-end model to predict drug-drug interactions (DDIs) ...

0 Yi Zhong, et al. ∙

research

∙ 09/09/2019

Sequential Convolutional Recurrent Neural Networks for Fast Automatic Modulation Classification

A novel and efficient end-to-end learning model for automatic modulation...

0 kaisheng Liao, et al. ∙

research

∙ 08/27/2019

A New Small-World IoT Routing Mechanism based on Cayley Graphs

An increasing number of low-power Internet of Things (IoT) devices will ...

0 Yuna Jiang, et al. ∙

research

∙ 08/24/2019

SBSGAN: Suppression of Inter-Domain Background Shift for Person Re-Identification

Cross-domain person re-identification (re-ID) is challenging due to the ...

7 Yan Huang, et al. ∙

research

∙ 07/20/2019

Power-Consumption Outage Challenge in Next-Generation Cellular Networks

The conventional outage in wireless communication systems is caused by t...

0 Jing Yang, et al. ∙

research

∙ 03/07/2019

Energy Efficient Optimization of Wireless-powered 5G Full Duplex Cellular Networks: A Mean Field Game Approach

This paper studies the power allocation of an ultra-dense cellular netwo...

0 Xiaohu Ge, et al. ∙

research

∙ 02/04/2019

A Novel JT-CoMP Scheme in 5G Fractal Small Cell Networks

To satisfy the requirement of the fifth generation (5G) mobile communica...

0 Jiaqi Chen, et al. ∙

research

∙ 09/09/2018

Age of Information in Poisson Networks

The age of information (AoI) has been extensively studied in recent year...

0 Yuming Hu, et al. ∙

research

∙ 08/17/2018

How Much of Wireless Rate Can Smartphones Support in 5G Networks?

Due to the higher wireless transmission rates in the fifth generation (5...

0 Jing Yang, et al. ∙

research

∙ 06/07/2018

Base Station Switch-off with Mutual Repulsion in 5G Massive MIMO Networks

When small cells are densely deployed in the fifth generation (5G) cellu...

0 Jiaqi Chen, et al. ∙

research

∙ 04/18/2018

Effect of Spatial and Temporal Traffic Statistics on the Performance of Wireless Networks

The traffic in wireless networks has become diverse and fluctuating both...

0 Yi Zhong, et al. ∙

research

∙ 02/01/2018

Tradeoff between Delay and Physical Layer Security in Wireless Networks

Exchange of crucial and confidential information leads to the unpreceden...

0 Yi Zhong, et al. ∙

research

∙ 10/31/2017

5G Ultra-dense networks with non-uniform Distributed Users

User distribution in ultra-dense networks (UDNs) plays a crucial role in...

0 Junliang Ye, et al. ∙

Yi Zhong

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