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26th ICONIP 2019: Sydney, NSW, Australia - Part V
- Tom Gedeon
, Kok Wai Wong, Minho Lee
Neural Information Processing - 26th International Conference, ICONIP 2019, Sydney, NSW, Australia, December 12-15, 2019, Proceedings, Part V. Communications in Computer and Information Science 1143, Springer 2019, ISBN 978-3-030-36801-2
Image Processing by Neural Techniques
- Ding Qin, Xiaodong Gu
Deep Residual-Dense Attention Network for Image Super-Resolution. 3-10 - Yang Li, Xiaoyan Jiang, Jenq-Neng Hwang:
Discriminant Feature Learning with Self-attention for Person Re-identification. 11-19 - Wei Tang, Yiwen Jiang, Neng Gao, Ji Xiang, Yijun Su, Xiang Li:
SCS: Style and Content Supervision Network for Character Recognition with Unseen Font Style. 20-31 - Jie Pan, Yunshu Chen, Yue Huang, Xinghao Ding, En Cheng:
T-SAMnet: A Segmentation Driven Network for Image Manipulation Detection. 32-40 - Kepeng Xu, Li Nie, Zhiqiang Zhang
IRSNET: An Inception-Resnet Feature Reconstruction Model for Building Segmentation. 41-48 - Hongjian Zhan, Shujing Lyu, Xiao Tu, Yue Lu:
Residual CRNN and Its Application to Handwritten Digit String Recognition. 49-56 - Yan Luo, Mingyong Zhuang
G-HAPNet: A Novel Structure for Single Image Super-Resolution. 57-64 - Siyuan Li
Inpainting with Sketch Reconstruction and Comprehensive Feature Selection. 65-73 - Shaohan Hu, Shenglei Huang, Guolong Wang, Zhipeng Li, Zheng Qin:
Delving into Precise Attention in Image Captioning. 74-82 - Zhiqiang Zhang
Dense Image Captioning Based on Precise Feature Extraction. 83-90 - Zhenru Li, Yaoyi Li, Hongtao Lu:
Improve Image Captioning by Self-attention. 91-98 - Xinyao Li, Dongyang Zhang
Dual-Path Recurrent Network for Image Super-Resolution. 99-108 - Md. Zakir Hossain, Ferdous Sohel
Attention-Based Image Captioning Using DenseNet Features. 109-117 - Zexi Hu, Yuk Ying Chung, Seid Miad Zandavi
High-Performance Light Field Reconstruction with Channel-wise and SAI-wise Attention. 118-126 - Ming Sun, Fang Zhou, Chun Yang, Xu-Cheng Yin:
Image Generation Framework for Unbalanced License Plate Data Set. 127-134 - Danlu Chen, Lihua Lu, Yao Lu, Ruizhe Yu, Shunzhou Wang, Lin Zhang, Tingxi Liu:
Cross-Domain Scene Text Detection via Pixel and Image-Level Adaptation. 135-143 - Ziyan Xu, Shujing Lyu, Weiping Jin, Yue Lu:
Modified Adaptive Implicit Shape Model for Object Detection. 144-151
Learning from Incomplete Data
- Liu Jiang, Zheng Qin, Zhipeng Li, Pengbo Shen, Shaohan Hu:
An Expert Validation Framework for Improving the Quality of Crowdsourced Clustering. 155-167 - Xidong Wang, Jun Li, Jianhua Xu:
A Label Embedding Method for Multi-label Classification via Exploiting Local Label Correlations. 168-180 - Timothy R. McIntosh
The Inadequacy of Entropy-Based Ransomware Detection. 181-189 - Wan Li, Lei Zhang, Si Chen:
Attention Network for Product Characteristics Prediction Based on Reviews. 190-197 - Rakesh Kumar Sanodiya, Michelle Davies Thalakottur, Jimson Mathew, Matloob Khushi
Semi-supervised Regularized Coplanar Discriminant Analysis. 198-205 - Xianming Zeng, Song Wu, Guoqiang Xiao:
Multi-object Tracking with Conditional Random Field. 206-214 - Huan Shao, Yunlong Xu, Yi Ji, Jianyu Yang, Chunping Liu:
Intra-Modality Feature Interaction Using Self-attention for Visual Question Answering. 215-222 - Anthony Manchin, Ehsan Abbasnejad, Anton van den Hengel
Reinforcement Learning with Attention that Works: A Self-Supervised Approach. 223-230 - Jiyi Li:
Budget Cost Reduction for Label Collection with Confusability Based Exploration. 231-241 - Vamsi Krishna Aribandi, Lov Kumar
Prediction of Refactoring-Prone Classes Using Ensemble Learning. 242-250
Model Compression and Optimisation
- John Sum, Chi-Sing Leung:
Analysis on Dropout Regularization. 253-261 - Shotaro Akaho
On a Convergence Property of a Geometrical Algorithm for Statistical Manifolds. 262-272
Neural Network Applications
- Chengcheng Li, Qing Xu, Cheng Peng, Yuejun Guo
Anomaly Detection Based on the Global-Local Anomaly Score for Trajectory Data. 275-285 - Dong Chen, Ruqiao Xu, Bo Han:
Patch Selection Denoiser: An Effective Approach Defending Against One-Pixel Attacks. 286-296 - Yiwen Jiang, Wei Tang, Neng Gao, Ji Xiang, Yijun Su:
Demographic Prediction from Purchase Data Based on Knowledge-Aware Embedding. 297-308 - Bin Chen, Jianhua Su:
Addressing Reward Engineering for Deep Reinforcement Learning on Multi-stage Task. 309-317 - Dinda Pramanta
High-Speed Synchronization of Pulse-Coupled Phase Oscillators on Multi-FPGA. 318-329 - Kitsuchart Pasupa
A New Approach to Automatic Heat Detection of Cattle in Video. 330-337 - Usman Nazir, Ijaz Haider Naqvi
Accurate Localization Algorithm in Wireless Sensor Networks in the Presence of Cross Technology Interference. 338-346 - Maciej Jaworski
On Handling Missing Values in Data Stream Mining Algorithms Based on the Restricted Boltzmann Machine. 347-354 - Xuechen Jin, Xiaoliang Xie, Kun An, Qiaoli Wang, Jia Guo:
LoRa Indoor Localization Based on Improved Neural Network for Firefighting Robot. 355-362
Neural Network Models
- Hironobu Nakayama, Kazuya Matsuo, Shuichi Kurogi:
Stability Analysis of Multiobjective Robust Controller Employing Switching of Competitive Associative Nets. 365-375 - Chihiro Watanabe:
Interpreting Layered Neural Networks via Hierarchical Modular Representation. 376-388 - Toshiyuki Yamane, Jean Benoit Héroux, Hidetoshi Numata, Gouhei Tanaka, Ryosho Nakane
Application Identification of Network Traffic by Reservoir Computing. 389-396 - Chunyu Tan, Liming Zhang
A New Supervised Learning Approach: Statistical Adaptive Fourier Decomposition (SAFD). 397-404 - Ravindra V. Savangouder, Jagdish C. Patra, Cédric Bornand:
Artificial Neural Network-Based Modeling for Prediction of Hardness of Austempered Ductile Iron. 405-413 - Ravindra V. Savangouder, Jagdish C. Patra, Cédric Bornand:
Prediction of Hardness of Austempered Ductile Iron Using Enhanced Multilayer Perceptron Based on Chebyshev Expansion. 414-422 - Mazharul Islam, Shuangrong Liu, Xiaojing Zhang, Lin Wang:
Improving Neural Network Classifier Using Gradient-Based Floating Centroid Method. 423-431 - Yasir Jan
MON: Multiple Output Neurons. 432-439 - Alvin Kennardi, Jo Plested:
Evaluation on Neural Network Models for Video-Based Stress Recognition. 440-447 - Wenrui Li, Jo Plested:
Pruning Convolutional Neural Network with Distinctiveness Approach. 448-455
Semantic and Graph Based Approaches
- Assia Benbihi, Matthieu Geist, Cédric Pradalier:
Semi-supervised Domain Adaptation with Representation Learning for Semantic Segmentation Across Time. 459-466 - Xin Li, Xiaoqing Lyu, Hao Zhang, Keqi Hu, Zhi Tang:
Regularizing Variational Autoencoders for Molecular Graph Generation. 467-476 - Jingjie Mo, Neng Gao, Ji Xiang, Daren Zha:
Node-Edge Bilateral Attributed Network Embedding. 477-488 - Feng Zhao, Fei Ma, Yang Li
Info-Detection: An Information-Theoretic Approach to Detect Outlier. 489-496 - Jinchao Ge, Zhenhua Wang, Jiajun Meng, Jianhua Zhang, Shengyong Chen:
Joint Grouping and Labeling via Complete Graph Decomposition. 497-505 - Meixian Song, Bo Wang, Xindian Ma, Qinghua Hu, Xin Wang, Yuexian Hou, Dawei Song:
Link Prediction with Attention-Based Semantic Influence of Multiple Neighbors. 506-514 - Lukman Hakim
U-Net with Graph Based Smoothing Regularizer for Small Vessel Segmentation on Fundus Image. 515-522 - Bencheng Yan, Chaokun Wang:
NEOKNN: A Network Embedding Method Only Knowing Neighbor Nodes. 523-531 - Zhengye Xiao, Yuchun Fang
Hypergraph Regularized GM-pLSA: A Model to Learn the Latent Semantic Attributes. 532-540 - Tian Shi, Bofeng Zhang, Ying Lv, Zhuocheng Zhou, Furong Chang:
Interactive Semantic Features Selection from Reviews for Recommendation. 541-549 - Yexin Shang, Shan Zhong, Shengrong Gong, Lifan Zhou, Wenhao Ying:
DXNet: An Encoder-Decoder Architecture with XSPP for Semantic Image Segmentation in Street Scenes. 550-557
Social Network Computing
- Xiang Li, Yijun Su, Neng Gao, Wei Tang, Ji Xiang, Yuewu Wang:
Anchor User Oriented Accordant Embedding for User Identity Linkage. 561-572 - Bonaventure C. Molokwu
Event Prediction in Complex Social Graphs via Feature Learning of Vertex Embeddings. 573-580 - Ling Liu, Qi Zhang, Yi Zhang, Junhao Wen:
A Social Recommendation Algorithm with Trust and Distrust Considering Domain Relevance. 581-588
Spiking Neuron and Related Models
- Masatoshi Ishii
Performance Analysis of Spiking RBM with Measurement-Based Phase Change Memory Model. 591-599 - Shuhei Fukami, Toshiaki Omori:
Online Estimation and Control of Neuronal Nonlinear Dynamics Based on Data-Driven Statistical Approach. 600-608 - Ren Masahiro, Toshiaki Omori:
Sparse Estimation of Neuronal Network Structure with Observed Data. 609-618 - Ryuya Hiraoka, Kazuki Matsumoto, Kien Nguyen
Implementation of Spiking Neural Network with Wireless Communications. 619-626
Text Computing Using Neural Techniques
- Junsha Chen, Neng Gao, Yifei Zhang, Chenyang Tu:
Local Topic Detection Using Word Embedding from Spatio-Temporal Social Media. 629-641 - Rui Liu, Feilong Bao, Guanglai Gao:
Building Mongolian TTS Front-End with Encoder-Decoder Model by Using Bridge Method and Multi-view Features. 642-651 - Qiuyuan Chen, Han Hu, Zhaoyi Liu:
Code Summarization with Abstract Syntax Tree. 652-660 - Dushyant Singh Chauhan, Rohan Kumar, Asif Ekbal:
Attention Based Shared Representation for Multi-task Stance Detection and Sentiment Analysis. 661-669 - Naveen Saini
Multi-document Summarization Using Adaptive Composite Differential Evolution. 670-678
Time-Series and Related Models
- Danyang Zheng, Zhuo Zhang, Hui Tian, Ping Gong:
MIRU: A Novel Memory Interaction Recurrent Unit. 681-689 - Hua Cheng, Jing Cai, Yiquan Fang:
RL-Gen: A Character-Level Text Generation Framework with Reinforcement Learning in Domain Generation Algorithm Case. 690-697 - Ziang Dong, Jing Zhao, Shiliang Sun:
A Conditional Random Fields Based Framework for Multiview Sequential Data Modeling. 698-706 - Mengmeng Li
From Signal to Image Then to Feature: Decoding Pigeon Behavior Outcomes During Goal-Directed Decision-Making Task Using Time-Frequency Textural Features. 707-717 - Jiabin Xue, Tieran Zheng, Jiqing Han:
Convolutional Grid Long Short-Term Memory Recurrent Neural Network for Automatic Speech Recognition. 718-726 - Yang Lin
Pattern Sequence Neural Network for Solar Power Forecasting. 727-737 - Fengcheng Yuan, Zheng Lin, Weiping Wang, Gang Shi:
Euler Recurrent Neural Network: Tracking the Input Contribution to Prediction on Sequential Data. 738-748
Unsupervised Neural Models
- Tao Li, Jinwen Ma:
Exploiting Cluster Structure in Probabilistic Matrix Factorization. 751-760 - Zohaib M. Jan
Ensemble Classifier Generation Using Class-Pure Cluster Balancing. 761-769 - Usman Ali
Temporal Continuity Based Unsupervised Learning for Person Re-identification. 770-778 - Younjin Chung
Networking Self-Organising Maps and Similarity Weight Associations. 779-788
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