Search Results - "Zheng, Wenfeng"

Characterization inference based on joint-optimization of multi-layer semantics and deep fusion matching network by Zheng, Wenfeng, Yin, Lirong

“…The whole sentence representation reasoning process simultaneously comprises a sentence representation module and a semantic reasoning module. This paper…”
Get full text

Urban heat islands and their effects on thermal comfort in the US: New York and New Jersey by Yin, Zhengtong, Liu, Zhixin, Liu, Xuan, Zheng, Wenfeng, Yin, Lirong

“…[Display omitted] •The influence of spatio-temporal factors on human comfort was quantified.•Seasonal change is the main factor affecting physical…”
Get full text

Multiscale Feature Extraction and Fusion of Image and Text in VQA by Lu, Siyu, Ding, Yueming, Liu, Mingzhe, Yin, Zhengtong, Yin, Lirong, Zheng, Wenfeng

“…The Visual Question Answering (VQA) system is the process of finding useful information from images related to the question to answer the question correctly…”
Get full text

Research on image classification method based on improved multi-scale relational network by Zheng, Wenfeng, Liu, Xiangjun, Yin, Lirong

“…Small sample learning aims to learn information about object categories from a single or a few training samples. This learning style is crucial for deep…”
Get full text

Sentence Representation Method Based on Multi-Layer Semantic Network by Zheng, Wenfeng, Liu, Xiangjun, Yin, Lirong

“…With the development of artificial intelligence, more and more people hope that computers can understand human language through natural language technology,…”
Get full text

Joint embedding VQA model based on dynamic word vector by Ma, Zhiyang, Zheng, Wenfeng, Chen, Xiaobing, Yin, Lirong

“…The existing joint embedding Visual Question Answering models use different combinations of image characterization, text characterization and feature fusion…”
Get full text

Improved Four-channel PBTDPA Control Strategy Using Force Feedback Bilateral Teleoperation System by Gong, Xin, Wang, Lixiao, Mou, Yuanyuan, Wang, Haili, Wei, Xiaoqian, Zheng, Wenfeng, Yin, Lirong

“…Bilateral teleoperation robots with force feedback enable humans to accomplish these tasks without exposing them to these hazardous environments. Its stability…”
Get full text

The multi-modal fusion in visual question answering: a review of attention mechanisms by Lu, Siyu, Liu, Mingzhe, Yin, Lirong, Yin, Zhengtong, Liu, Xuan, Zheng, Wenfeng

“…Visual Question Answering (VQA) is a significant cross-disciplinary issue in the fields of computer vision and natural language processing that requires a…”
Get full text

Emotion classification for short texts: an improved multi-label method by Liu, Xuan, Shi, Tianyi, Zhou, Guohui, Liu, Mingzhe, Yin, Zhengtong, Yin, Lirong, Zheng, Wenfeng

“…Abstract The process of computationally identifying and categorizing opinions expressed in a piece of text is of great importance to support better…”
Get full text

Improving Visual Reasoning Through Semantic Representation by Zheng, Wenfeng, Liu, Xiangjun, Ni, Xubin, Yin, Lirong, Yang, Bo

“…In visual reasoning, the achievement of deep learning significantly improved the accuracy of results. Image features are primarily used as input to get…”
Get full text

Spatial and wavelet analysis of precipitation and river discharge during operation of the Three Gorges Dam, China by Yin, Lirong, Wang, Lei, Keim, Barry D., Konsoer, Kory, Yin, Zhengtong, Liu, Mingzhe, Zheng, Wenfeng

“…•Confirms the influence of the Three Gorges Dam on the Yangtze River basin.•Explored three datasets’ statistics, periodic pattern, and coherence.•Reservoir…”
Get full text

Adaptive control of time delay teleoperation system with uncertain dynamics by Lu, Siyu, Ban, Yuxi, Zhang, Xia, Yang, Bo, Liu, Shan, Yin, Lirong, Zheng, Wenfeng

“…A bilateral adaptive control method based on PEB control structure is designed for a class of time-delay force feedback teleoperation system without external…”
Get full text

Developing Multi-Labelled Corpus of Twitter Short Texts: A Semi-Automatic Method by Liu, Xuan, Zhou, Guohui, Kong, Minghui, Yin, Zhengtong, Li, Xiaolu, Yin, Lirong, Zheng, Wenfeng

“…Facing fast-increasing electronic documents in the Digital Media Age, the need to extract textual features of online texts for better communication is growing…”
Get full text

Control of Time Delay Force Feedback Teleoperation System With Finite Time Convergence by Wang, Jingwen, Tian, Jiawei, Zhang, Xia, Yang, Bo, Liu, Shan, Yin, Lirong, Zheng, Wenfeng

“…In order to make the teleoperation system more practical, it is necessary to effectively control the tracking error convergence time of the teleoperation…”
Get full text

Lightweight transformer image feature extraction network by Zheng, Wenfeng, Lu, Siyu, Yang, Youshuai, Yin, Zhengtong, Yin, Lirong

“…In recent years, the image feature extraction method based on Transformer has become a research hotspot. However, when using Transformer for image feature…”
Get full text

A Few Shot Classification Methods Based on Multiscale Relational Networks by Zheng, Wenfeng, Tian, Xia, Yang, Bo, Liu, Shan, Ding, Yueming, Tian, Jiawei, Yin, Lirong

“…Learning information from a single or a few samples is called few-shot learning. This learning method will solve deep learning’s dependence on a large sample…”
Get full text

A Deep Fusion Matching Network Semantic Reasoning Model by Zheng, Wenfeng, Zhou, Yu, Liu, Shan, Tian, Jiawei, Yang, Bo, Yin, Lirong

“…As the vital technology of natural language understanding, sentence representation reasoning technology mainly focuses on sentence representation methods and…”
Get full text

Spatiotemporal Analysis of Haze in Beijing Based on the Multi-Convolution Model by Yin, Lirong, Wang, Lei, Huang, Weizheng, Liu, Shan, Yang, Bo, Zheng, Wenfeng

“…As a kind of air pollution, haze has complex temporal and spatial characteristics. From the perspective of time, haze has different causes and levels of…”
Get full text

Design of a Modified Transformer Architecture Based on Relative Position Coding by Zheng, Wenfeng, Gong, Gu, Tian, Jiawei, Lu, Siyu, Wang, Ruiyang, Yin, Zhengtong, Li, Xiaolu, Yin, Lirong

“…Natural language processing (NLP) based on deep learning provides a positive performance for generative dialogue system, and the transformer model is a new…”
Get full text

U-Net-STN: A Novel End-to-End Lake Boundary Prediction Model by Yin, Lirong, Wang, Lei, Li, Tingqiao, Lu, Siyu, Yin, Zhengtong, Liu, Xuan, Li, Xiaolu, Zheng, Wenfeng

“…Detecting changes in land cover is a critical task in remote sensing image interpretation, with particular significance placed on accurately determining the…”
Get full text