Neural Information Processing

Table of Contents

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   Book Overview
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   Chapter 1 Scale-Aware Multi-stage Fusion Network for Crowd Counting
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   Chapter 2 Video Captioning with External Knowledge Assistance and Multi-feature Fusion
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   Chapter 3 A Novel Transfer-Learning Network for Image Inpainting
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   Chapter 4 BPFNet: A Unified Framework for Bimodal Palmprint Alignment and Fusion
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   Chapter 5 Cortical Coding of Surface Textures and Contour Shapes in the Intermediate-Level Visual Area V4
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   Chapter 6 Dynamical Characteristics of State Transition Defined by Neural Activity of Phase in Alzheimer’s Disease
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   Chapter 7 Robot Arm Control Using Reward-Modulated Hebbian Learning
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   Chapter 8 Intermediate Sensitivity of Neural Activities Induces the Optimal Learning Speed in a Multiple-Timescale Neural Activity Model
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    Chapter 9 A Region Descriptive Pre-training Approach with Self-attention Towards Visual Question Answering
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    Chapter 10 Prediction of Inefficient BCI Users Based on Cognitive Skills and Personality Traits
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    Chapter 11 Analysis of Topological Variability in Mouse Neuronal Populations Based on Fluorescence Microscopy Images
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    Chapter 12 UED: A Unified Encoder Decoder Network for Visual Dialog
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    Chapter 13 Exploring Effective Speech Representation via ASR for High-Quality End-to-End Multispeaker TTS
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    Chapter 14 A SSA-Based Attention-BiLSTM Model for COVID-19 Prediction
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    Chapter 15 Explaining Neural Network Results by Sensitivity Analysis for Deception Detection
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    Chapter 16 Stress Recognition with EEG Signals Using Explainable Neural Networks and a Genetic Algorithm for Feature Selection
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    Chapter 17 BCI Speller on Smartphone Device with Diminutive-Sized Visual Stimuli
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    Chapter 18 Examining Transfer Learning with Neural Network and Bidirectional Neural Network on Thermal Imaging for Deception Recognition
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    Chapter 19 Multi-scale Fusion Attention Network for Polyp Segmentation
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    Chapter 20 A Fusion Framework to Enhance sEMG-Based Gesture Recognition Using TD and FD Features
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    Chapter 21 Label Aggregation for Crowdsourced Triplet Similarity Comparisons
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    Chapter 22 Relation-Aware Attribute Network for Fine-Grained Clothing Recognition
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    Chapter 23 Skeletons on the Stairs: Are They Deceptive?
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    Chapter 24 A Cross-subject and Cross-modal Model for Multimodal Emotion Recognition
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    Chapter 25 EEG Feature Significance Analysis
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    Chapter 26 Quantitative Taxonomy of Hand Kinematics Based on Long Short-Term Memory Neural Network
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    Chapter 27 Evolving Deep Neural Networks for Collaborative Filtering
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    Chapter 28 DocNER: A Deep Learning System for Named Entity Recognition in Handwritten Document Images
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    Chapter 29 OADA: An Online Data Augmentation Method for Raw Histopathology Images
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    Chapter 30 FetalNet: Multi-task Deep Learning Framework for Fetal Ultrasound Biometric Measurements
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    Chapter 31 PoseGate-Former: Transformer Encoder with Trainable Gate for 3D Human Pose Estimation Using Weakly Supervised Learning
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    Chapter 32 Pancreatic Neoplasm Image Translation Based on Feature Correlation Analysis of Cross-Phase Image
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    Chapter 33 Deformable Convolution and Semi-supervised Learning in Point Clouds for Aneurysm Classification and Segmentation
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    Chapter 34 EEG-Based Human Decision Confidence Measurement Using Graph Neural Networks
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    Chapter 35 Marginal Spectrum Modulated Hilbert-Huang Transform: Application to Time Courses Extracted by Independent Vector Analysis of Resting-State fMRI Data
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    Chapter 36 Deep Learning Models with Time Delay Embedding for EEG-Based Attentive State Classification
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    Chapter 37 Neural Network Pruning Based on Improved Constrained Particle Swarm Optimization
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    Chapter 38 On Robustness of Generative Representations Against Catastrophic Forgetting
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    Chapter 39 Continual Learning with Differential Privacy
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    Chapter 40 Combat Unit Selection Based on Hybrid Neural Network in Real-Time Strategy Games
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    Chapter 41 A Scan-to-Locality Map Strategy for 2D LiDAR and RGB-D Data Fusion
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    Chapter 42 On the Importance of Regularisation and Auxiliary Information in OOD Detection
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    Chapter 43 Developing GCN: Graph Convolutional Network with Evolving Parameters for Dynamic Graphs
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    Chapter 44 Dual Feature Distributional Regularization for Defending Against Adversarial Attacks
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    Chapter 45 Compositional Committees of Tiny Networks
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    Chapter 46 EEG-Based Classification of Lower Limb Motor Imagery with STFT and CNN
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    Chapter 47 Recurrent Neural Network with Adaptive Gating Timescales Mechanisms for Language and Action Learning
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    Chapter 48 Bottom-Up Progressive Semantic Alignment for Image-Text Retrieval
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    Chapter 49 Multi-loss Siamese Convolutional Neural Network for Chinese Calligraphy Style Classification
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    Chapter 50 Malingering Scraper: A Novel Framework to Reconstruct Honest Profiles from Malingerer Psychopathological Tests
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    Chapter 51 Aspect-Based Sentiment Analysis Using Graph Convolutional Networks and Co-attention Mechanism
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    Chapter 52 Pre-trained Models and Evaluation Data for the Myanmar Language
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    Chapter 53 MOOC Student Dropout Rate Prediction via Separating and Conquering Micro and Macro Information
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    Chapter 54 SEOVER: Sentence-Level Emotion Orientation Vector Based Conversation Emotion Recognition Model
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    Chapter 55 A Multi-interaction Model with Cross-Branch Feature Fusion for Video-Text Retrieval
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    Chapter 56 Detection of Retinal Vascular Bifurcation and Crossover Points in Optical Coherence Tomography Angiography Images Based on CenterNet
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    Chapter 57 A Large-Scale Hierarchical Structure Knowledge Enhanced Pre-training Framework for Automatic ICD Coding
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    Chapter 58 Triple Tag Network for Aspect-Level Sentiment Classification
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    Chapter 59 CMAT: Column-Mask-Augmented Training for Text-to-SQL Parsers
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    Chapter 60 MeTGAN: Memory Efficient Tabular GAN for High Cardinality Categorical Datasets
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    Chapter 61 Vehicle Taillight Detection Based on Semantic Information Fusion
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    Chapter 62 Less Is Better: Fooling Scene Text Recognition with Minimal Perturbations
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    Chapter 63 Solving the N-Queens and Golomb Ruler Problems Using DQN and an Approximation of the Convergence
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    Chapter 64 List Recommendation via Co-attentive User Preference Fine-Tuning
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    Chapter 65 End-to-End Multiple Object Tracking with Siamese Networks
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    Chapter 66 HIANet: Hierarchical Interweaved Aggregation Network for Crowd Counting
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    Chapter 67 Associated Lattice-BERT for Spoken Language Understanding
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    Chapter 68 An Improved Time-Series Forecasting Model Using Time Series Decomposition and GRU Architecture
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    Chapter 69 Robust Deep Reinforcement Learning for Extractive Legal Summarization
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    Chapter 70 Video Summarization by DiffPointer-GAN
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    Chapter 71 A No-Reference Perception Based Metric for Detection of Packet Loss Induced Artifacts in Videos
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    Chapter 72 A Context-Aware Model with Flow Mechanism for Conversational Question Answering
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    Chapter 73 Homography Estimation Network Based on Dense Correspondence
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    Chapter 74 Progressive Inpainting Strategy with Partial Convolutions Generative Networks (PPCGN)
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    Chapter 75 Investigating Depression Semantics on Reddit
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    Chapter 76 ViMQ: A Vietnamese Medical Question Dataset for Healthcare Dialogue System Development
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    Chapter 77 Prediction of the Facial Growth Direction is Challenging
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    Chapter 78 SCAN: Spatial and Channel Attention Normalization for Image Inpainting
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    Chapter 79 Designing Multiplier-Less JPEG Luminance Quantisation Matrix
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    Chapter 80 Federated Learning Meets Fairness and Differential Privacy
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    Chapter 81 Spark Deficient Gabor Frame Provides A Novel Analysis Operator For Compressed Sensing
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    Chapter 82 Enriching BERT With Knowledge Graph Embedding For Industry Classification
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    Chapter 83 Learning Multi-dimensional Parallax Prior for Stereo Image Super-Resolution
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    Chapter 84 Fusing the Degree of Nodes in the Session Graph for Session-Based Recommendation
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    Chapter 85 A Restriction Training Recipe for Speech Separation on Sparsely Mixed Speech
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    Chapter 86 Predicting Software Defect Severity Level Using Deep-Learning Approach with Various Hidden Layers
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    Chapter 87 Combining Reduction and Dense Blocks for Music Genre Classification
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    Chapter 88 Attend to Your Review : A Deep Neural Network to Extract Aspects from Peer Reviews
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    Chapter 89 Correction to: Attend to Your Review : A Deep Neural Network to Extract Aspects from Peer Reviews