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CODER: Knowledge infused cross-lingual medical term embedding for term normalization
ZhengYuan, ZhengyunZhao, ShengYu....
Published date-11/05/2020
RelationClassification, SemanticSimilarity, SemanticTextualSimilarity, WordEmbeddings
We propose a novel medical term embedding method named CODER, which stands for mediCal knOwledge embeDded tErm Representation. CODER is designed for medical term normalization by providing close vector representations …
Binary Neural Network Aided CSI Feedback in Massive MIMO System
ZhilinLu, JintaoWang, JianSong....
Published date-11/05/2020
Binarization
In massive multiple-input multiple-output (MIMO) system, channel state information (CSI) is essential for the base station to achieve high performance gain. Recently, deep learning is widely used in CSI compression …
Can Human Sex Be Learned Using Only 2D Body Keypoint Estimations?
KristijanBartol, TomislavPribanic, DavidBojanic....
Published date-11/05/2020
In this paper, we analyze human male and female sex recognition problem and present a fully automated classification system using only 2D keypoints. The keypoints represent human joints. A keypoint …
Domain Adaptation Using Class Similarity for Robust Speech Recognition
HanZhu, JiangjiangZhao, YulingRen....
Published date-11/05/2020
DomainAdaptation, RobustSpeechRecognition, SpeechRecognition
When only limited target domain data is available, domain adaptation could be used to promote performance of deep neural network (DNN) acoustic model by leveraging well-trained source model and target …
Revisiting Stereo Depth Estimation From a Sequence-to-Sequence Perspective with Transformers
ZhaoshuoLi, XingtongLiu, FrancisX.Creighton....
Published date-11/05/2020
DepthEstimation, StereoDepthEstimation
Stereo depth estimation relies on optimal correspondence matching between pixels on epipolar lines in the left and right image to infer depth. Rather than matching individual pixels, in this work, …
Semi-supervised URL Segmentation with Recurrent Neural NetworksPre-trained on Knowledge Graph Entities
HaoZhang, JaeRo, RichardSproat....
Published date-11/05/2020
ChineseWordSegmentation, SpeechSynthesis, Text-To-SpeechSynthesis
Breaking domain names such as openresearch into component words open and research is important for applications like Text-to-Speech synthesis and web search. We link this problem to the classic problem …