Search Results for author: Yuanyuan Zhang

Found 16 papers, 4 papers with code

AI-Based Beam-Level and Cell-Level Mobility Management for High Speed Railway Communications

no code implementations5 Jul 2024 Wen Li, Wei Chen, Shiyue Wang, Yuanyuan Zhang, Michail Matthaiou, Bo Ai

High-speed railway (HSR) communications are pivotal for ensuring rail safety, operations, maintenance, and delivering passenger information services.

Compressive Sensing Management

A genome-scale deep learning model to predict gene expression changes of genetic perturbations from multiplex biological networks

no code implementations5 Mar 2024 Lingmin Zhan, Yuanyuan Zhang, Yingdong Wang, Aoyi Wang, Caiping Cheng, Jinzhong Zhao, Wuxia Zhang, Peng Lia, Jianxin Chen

TranscriptionNet can predict transcriptional profiles for all genes in existing biological networks and increases perturbational gene expression changes for each type of genetic perturbation from a few thousand to 26, 945 genes.

Acoustic Model Fusion for End-to-end Speech Recognition

no code implementations10 Oct 2023 Zhihong Lei, MingBin Xu, Shiyi Han, Leo Liu, Zhen Huang, Tim Ng, Yuanyuan Zhang, Ernest Pusateri, Mirko Hannemann, Yaqiao Deng, Man-Hung Siu

Recent advances in deep learning and automatic speech recognition (ASR) have enabled the end-to-end (E2E) ASR system and boosted the accuracy to a new level.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +4

Neural Image Compression via Attentional Multi-Scale Back Projection and Frequency Decomposition

no code implementations ICCV 2021 Ge Gao, Pei You, Rong pan, Shunyuan Han, Yuanyuan Zhang, Yuchao Dai, Hojae Lee

In recent years, neural image compression emerges as a rapidly developing topic in computer vision, where the state-of-the-art approaches now exhibit superior compression performance than their conventional counterparts.

Image Compression MS-SSIM +1

Frame-level SpecAugment for Deep Convolutional Neural Networks in Hybrid ASR Systems

no code implementations7 Dec 2020 Xinwei Li, Yuanyuan Zhang, Xiaodan Zhuang, Daben Liu

We demonstrate that f-SpecAugment is more effective than the utterance level SpecAugment for deep CNN based hybrid models.

Data Augmentation

Optical Wavelength Guided Self-Supervised Feature Learning For Galaxy Cluster Richness Estimate

no code implementations4 Dec 2020 Gongbo Liang, Yuanyuan Su, Sheng-Chieh Lin, Yu Zhang, Yuanyuan Zhang, Nathan Jacobs

We believe the proposed method will benefit astronomy and cosmology, where a large number of unlabeled multi-band images are available, but acquiring image labels is costly.


Deep Fusion: An Attention Guided Factorized Bilinear Pooling for Audio-video Emotion Recognition

no code implementations15 Jan 2019 Yuanyuan Zhang, Zi-Rui Wang, Jun Du

Although there is no consensus on a definition, human emotional states usually can be apperceived by auditory and visual systems.

Video Emotion Recognition

XJTLUIndoorLoc: A New Fingerprinting Database for Indoor Localization and Trajectory Estimation Based on Wi-Fi RSS and Geomagnetic Field

no code implementations17 Oct 2018 Zhenghang Zhong, Zhe Tang, Xiangxing Li, Tiancheng Yuan, Yang Yang, Meng Wei, Yuanyuan Zhang, Renzhi Sheng, Naomi Grant, Chongfeng Ling, Xintao Huan, Kyeong Soo Kim, Sanghyuk Lee

In this paper, we present a new location fingerprinting database comprised of Wi-Fi received signal strength (RSS) and geomagnetic field intensity measured with multiple devices at a multi-floor building in Xi'an Jiatong-Liverpool University, Suzhou, China.

Indoor Localization

Attention Based Fully Convolutional Network for Speech Emotion Recognition

1 code implementation5 Jun 2018 Yuanyuan Zhang, Jun Du, Zi-Rui Wang, Jianshu Zhang

In this paper, we present a novel attention based fully convolutional network for speech emotion recognition.

Speech Emotion Recognition Transfer Learning

Generating survival times using Cox proportional hazards models with cyclic time-varying covariates, with application to a multiple-dose monoclonal antibody clinical trial

1 code implementation25 Jan 2018 Yunda Huang, Yuanyuan Zhang, Zong Zhang, Peter B. Gilbert

In two harmonized efficacy studies to prevent HIV infection through multiple infusions of the monoclonal antibody VRC01, a key objective is to evaluate whether the serum concentration of VRC01, which changes cyclically over time along with the infusion schedule, is associated with the rate of HIV infection.


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