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Neural Information Processing

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Cover of 'Neural Information Processing'

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 STNet: A Style Transformation Network for Deep Image Steganography
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    Chapter 2 Multi-person 3D Pose Estimation from Monocular Image Sequences
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    Chapter 3 Super-Resolution Network for General Static Degradation Model
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    Chapter 4 Feature Combination Based on Receptive Fields and Cross-Fusion Feature Pyramid for Object Detection
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    Chapter 5 Multi-scale Information Distillation Network for Image Super Resolution in NSCT Domain
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    Chapter 6 Image Denoising Networks with Residual Blocks and RReLUs
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    Chapter 7 Shape Description and Retrieval in a Fused Scale Space
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    Chapter 8 Only Image Cosine Embedding for Few-Shot Learning
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    Chapter 9 Deep 3D Segmentation and Classification of Point Clouds for Identifying AusRAP Attributes
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    Chapter 10 A Robustness and Low Bit-Rate Image Compression Network for Underwater Acoustic Communication
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    Chapter 11 Gated Contiguous Memory U-Net for Single Image Dehazing
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    Chapter 12 Combined Correlation Filters with Siamese Region Proposal Network for Visual Tracking
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    Chapter 13 RAUNet: Residual Attention U-Net for Semantic Segmentation of Cataract Surgical Instruments
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    Chapter 14 A Novel Image-Based Malware Classification Model Using Deep Learning
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    Chapter 15 Visual Saliency Detection via Convolutional Gated Recurrent Units
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    Chapter 16 RBPNET: An Asymptotic Residual Back-Projection Network for Super Resolution of Very Low Resolution Face Image
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    Chapter 17 Accurate Single Image Super-Resolution Using Deep Aggregation Network
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    Chapter 18 Reinforcing LiDAR-Based 3D Object Detection with RGB and 3D Information
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    Chapter 19 Cross-View Image Retrieval - Ground to Aerial Image Retrieval Through Deep Learning
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    Chapter 20 Direct Image to Point Cloud Descriptors Matching for 6-DOF Camera Localization in Dense 3D Point Clouds
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    Chapter 21 Improving Object Detection with Consistent Negative Sample Mining
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    Chapter 22 A Model Selection Criterion for LASSO Estimate with Scaling
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    Chapter 23 Geometric Mean Metric Learning for Label Distribution Learning
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    Chapter 24 Explicit Center Selection and Training for Fault Tolerant RBF Networks
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    Chapter 25 Learning with Incomplete Labels for Multi-label Image Annotation Using CNN and Restricted Boltzmann Machines
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    Chapter 26 Learning-Based Confidence Estimation for Multi-modal Classifier Fusion
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    Chapter 27 Siamese Network for Classification with Optimization of AUC
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    Chapter 28 Attention-Based Audio-Visual Fusion for Video Summarization
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    Chapter 29 RLDR-Pruning: Restricted Linear Dimensionality Reduction Approach for Model Compression
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    Chapter 30 Adaptive Neuro-Surrogate-Based Optimisation Method for Wave Energy Converters Placement Optimisation
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    Chapter 31 Lightweight Modal Regression for Stand Alone Embedded Systems
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    Chapter 32 Sparse Modeling of Nonlinear Dynamics in Heterogeneous Reactions
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    Chapter 33 Sparse Least Squares Low Rank Kernel Machines
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    Chapter 34 Proposal of Online Regularization for Dynamical Structure Optimization in Complex-Valued Neural Networks
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    Chapter 35 Set Aggregation Network as a Trainable Pooling Layer
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    Chapter 36 Exploring Latent Structure Similarity for Bayesian Nonparameteric Model with Mixture of NHPP Sequence
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    Chapter 37 Conditionally Decorrelated Multi-Target Regression
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    Chapter 38 Local Near-Optimal Control for Interconnected Systems with Time-Varying Delays
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    Chapter 39 Transferring Tree Ensembles to Neural Networks
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    Chapter 40 Neuro-inspired System with Crossbar Array of Amorphous Metal-Oxide-Semiconductor Thin-Film Devices as Self-plastic Synapse Units
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    Chapter 41 Barrier Function Based Consensus of High-Order Nonlinear Multi-agent Systems with State Constraints
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    Chapter 42 Transformer-DW: A Transformer Network with Dynamic and Weighted Head
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    Chapter 43 Motion-Based Occlusion-Aware Pixel Graph Network for Video Object Segmentation
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    Chapter 44 Modeling Severe Traffic Accidents with Spatial and Temporal Features
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    Chapter 45 Sparse Dynamic Binary Neural Networks for Storage and Switching of Binary Periodic Orbits
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    Chapter 46 IMDB-Attire: A Novel Dataset for Attire Detection and Localization
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    Chapter 47 From Raw Signals to Human Skills Level in Physical Human-Robot Collaboration for Advanced-Manufacturing Applications
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    Chapter 48 Intelligent Image Retrieval Based on Multi-swarm of Particle Swarm Optimization and Relevance Feedback
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    Chapter 49 Achieving Human–Robot Collaboration with Dynamic Goal Inference by Gradient Descent
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    Chapter 50 Neuromuscular Activation Based SEMG-Torque Hybrid Modeling and Optimization for Robot Assisted Neurorehabilitation
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    Chapter 51 Secure Outsourcing of Lattice Basis Reduction
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    Chapter 52 DARIM: Dynamic Approach for Rumor Influence Minimization in Online Social Networks
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    Chapter 53 SRRL: Select Reliable Friends for Social Recommendation with Reinforcement Learning
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    Chapter 54 Aspect-Level Sentiment Classification with Dependency Rules and Dual Attention
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    Chapter 55 Aligning Users Across Social Networks by Joint User and Label Consistence Representation
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    Chapter 56 Opinion Knowledge Injection Network for Aspect Extraction
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    Chapter 57 A Deep Matrix Factorization Method with Missing Not at Random Data for Social Recommendation
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    Chapter 58 Pluralistic Ignorance: A Trade-Off Between Group-Conformity and Cognitive Dissonance
Overall attention for this book and its chapters
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Title
Neural Information Processing
Published by
Springer International Publishing, February 2020
DOI 10.1007/978-3-030-36711-4
ISBNs
978-3-03-036710-7, 978-3-03-036711-4
Editors

Gedeon, Tom, Wong, Kok Wai, Lee, Minho

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X Demographics

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Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 10 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 10 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 3 30%
Student > Postgraduate 2 20%
Student > Bachelor 1 10%
Student > Master 1 10%
Unknown 3 30%
Readers by discipline Count As %
Computer Science 5 50%
Engineering 2 20%
Unknown 3 30%