Neural Information Processing

Table of Contents

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   Book Overview
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   Chapter 1 GL2vec: Graph Embedding Enriched by Line Graphs with Edge Features
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   Chapter 2 Joint Semantic Hashing Using Deep Supervised and Unsupervised Methods
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   Chapter 3 Label-Based Deep Semantic Hashing for Cross-Modal Retrieval
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   Chapter 4 HRec: Heterogeneous Graph Embedding-Based Personalized Point-of-Interest Recommendation
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   Chapter 5 Embedding and Predicting Software Security Entity Relationships: A Knowledge Graph Based Approach
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   Chapter 6 SACIC: A Semantics-Aware Convolutional Image Captioner Using Multi-level Pervasive Attention
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   Chapter 7 One Analog Neuron Cannot Recognize Deterministic Context-Free Languages
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   Chapter 8 Tag-Based Semantic Features for Scene Image Classification
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    Chapter 9 Integrating TM Knowledge into NMT with Double Chain Graph
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    Chapter 10 Learning Transferable Policies with Improved Graph Neural Networks on Serial Robotic Structure
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    Chapter 11 Visualizing Readable Instance Graphs of Ontology with Memo Graph
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    Chapter 12 Hippocampus Segmentation in MRI Using Side U-Net Model
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    Chapter 13 AutoML for DenseNet Compression
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    Chapter 14 Mechanisms of Reward-Modulated STDP and Winner-Take-All in Bayesian Spiking Decision-Making Circuit
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    Chapter 15 Homeostasis-Based CNN-to-SNN Conversion of Inception and Residual Architectures
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    Chapter 16 Training Large-Scale Spiking Neural Networks on Multi-core Neuromorphic System Using Backpropagation
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    Chapter 17 Deep Learning of EEG Data in the NeuCube Brain-Inspired Spiking Neural Network Architecture for a Better Understanding of Depression
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    Chapter 18 Watch and Ask: Video Question Generation
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    Chapter 19 Multi-perspective Denoising Reader for Multi-paragraph Reading Comprehension
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    Chapter 20 Models in the Wild: On Corruption Robustness of Neural NLP Systems
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    Chapter 21 Hie-Transformer: A Hierarchical Hybrid Transformer for Abstractive Article Summarization
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    Chapter 22 Target-Based Attention Model for Aspect-Level Sentiment Analysis
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    Chapter 23 Keyphrase Generation with Word Attention
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    Chapter 24 Dynamic Neural Language Models
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    Chapter 25 A Fast Convolutional Self-attention Based Speech Dereverberation Method for Robust Speech Recognition
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    Chapter 26 Option Attentive Capsule Network for Multi-choice Reading Comprehension
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    Chapter 27 Exploring and Identifying Malicious Sites in Dark Web Using Machine Learning
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    Chapter 28 Paragraph-Level Hierarchical Neural Machine Translation
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    Chapter 29 Residual Connection-Based Multi-step Reasoning via Commonsense Knowledge for Multiple Choice Machine Reading Comprehension
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    Chapter 30 Zero-Shot Transfer Learning Based on Visual and Textual Resemblance
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    Chapter 31 Morphological Knowledge Guided Mongolian Constituent Parsing
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    Chapter 32 BERT Based Hierarchical Sequence Classification for Context-Aware Microblog Sentiment Analysis
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    Chapter 33 Topic Aware Context Modelling for Dialogue Response Generation
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    Chapter 34 A Deep Neural Framework for Contextual Affect Detection
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    Chapter 35 Improving Student Forum Responsiveness: Detecting Duplicate Questions in Educational Forums
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    Chapter 36 On Probability Calibration of Recurrent Text Recognition Network
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    Chapter 37 On the Hermite Series-Based Generalized Regression Neural Networks for Stream Data Mining
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    Chapter 38 Deep Hybrid Spatiotemporal Networks for Continuous Pain Intensity Estimation
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    Chapter 39 Sales Demand Forecast in E-commerce Using a Long Short-Term Memory Neural Network Methodology
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    Chapter 40 Deep Point-Wise Prediction for Action Temporal Proposal
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    Chapter 41 Real-Time Financial Data Prediction Using Meta-cognitive Recurrent Kernel Online Sequential Extreme Learning Machine
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    Chapter 42 Deep Spatial-Temporal Field for Human Head Orientation Estimation
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    Chapter 43 Prediction-Coherent LSTM-Based Recurrent Neural Network for Safer Glucose Predictions in Diabetic People
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    Chapter 44 Teacher-Student Learning and Post-processing for Robust BiLSTM Mask-Based Acoustic Beamforming
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    Chapter 45 Maxout into MDLSTM for Offline Arabic Handwriting Recognition
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    Chapter 46 Unsupervised Feature Selection Based on Matrix Factorization with Redundancy Minimization
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    Chapter 47 Distance Estimation for Quantum Prototypes Based Clustering
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    Chapter 48 Accelerating Bag-of-Words with SOM
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    Chapter 49 A Deep Clustering-Guide Learning for Unsupervised Person Re-identification
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    Chapter 50 Semi-supervised Deep Learning Using Improved Unsupervised Discriminant Projection
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    Chapter 51 Unsupervised Pre-training of the Brain Connectivity Dynamic Using Residual D-Net
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    Chapter 52 Clustering Ensemble Selection with Determinantal Point Processes
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    Chapter 53 Generative Histogram-Based Model Using Unsupervised Learning