Neural Information Processing : 30th International Conference, ICONIP 2023, Changsha, China, November 20–23, 2023, Proceedings, Part V / edited by Biao Luo, Long Cheng, Zheng-Guang Wu, Hongyi Li, Chaojie Li.

Format:

Book

Contributor:

Luo, Biao, editor.

Series:

Lecture Notes in Computer Science, 1611-3349 ; 14451

Language:

English

Subjects (All):

Pattern recognition systems.

Data mining.

Machine learning.

Social sciences--Data processing.

Social sciences.

Automated Pattern Recognition.

Data Mining and Knowledge Discovery.

Machine Learning.

Computer Application in Social and Behavioral Sciences.

Local Subjects:

Automated Pattern Recognition.

Data Mining and Knowledge Discovery.

Machine Learning.

Computer Application in Social and Behavioral Sciences.

Physical Description:

1 online resource (620 pages)

Edition:

1st ed. 2024.

Place of Publication:

Singapore : Springer Nature Singapore : Imprint: Springer, 2024.

Summary:

The six-volume set LNCS 14447 until 14452 constitutes the refereed proceedings of the 30th International Conference on Neural Information Processing, ICONIP 2023, held in Changsha, China, in November 2023. The 652 papers presented in the proceedings set were carefully reviewed and selected from 1274 submissions. They focus on theory and algorithms, cognitive neurosciences; human centred computing; applications in neuroscience, neural networks, deep learning, and related fields. .

Contents:

Text to Image Generation with Conformer-GAN

MGFNet: A Multi-Granularity Feature Fusion and Mining Network for Visible-Infrared Person Re-Identification

Isomorphic Dual-Branch Network for Non-homogeneous Image Dehazing and Super-Resolution

Hi-Stega : A Hierarchical Linguistic Steganography Framework Combining Retrieval and Generation

Effi-Seg: Rethinking EfficientNet Architecture for Real-time Semantic Segmentation

Quantum Autoencoder Frameworks for Network Anomaly Detection

Spatially-Aware Human-Object Interaction Detection with Cross-Modal Enhancement

Intelligent trajectory tracking control of unmanned parafoil system based on SAC optimized LADRC

CATS: Connection-aware and Interaction-based Text Steganalysis in Social Networks

Syntax Tree Constrained Graph Network for Visual Question Answering

CKR-Calibrator: Convolution Kernel Robustness Evaluation and Calibration

SGLP-Net: Sparse Graph Label Propagation Network for Weakly-Supervised Temporal Action Localization

VFIQ: A Novel Model of ViT-FSIMc Hybrid Siamese Network for Image Quality Assessment

Spiking Reinforcement Learning for Weakly-supervised Anomaly Detection

Resource-aware DNN Partitioning for Privacy-sensitive Edge-Cloud Systems

A frequency reconfigurable multi-mode printed antenna

Multi-view Contrastive learning for Knowledge-aware Recommendation

PYGC: a PinYin Language Model Guided Correction Model for Chinese Spell Checking

Empirical Analysis of Multi-label Classification on GitterCom using BERT

A lightweight safety helmet detection network based on bidirectional connection module and Polarized Self-Attention

Direct Inter-Intra View Association for Light Field Super-Resolution

Responsive CPG-Based Locomotion Control for Quadruped Robots

Vessel Behavior Anomaly Detection using Graph Attention Network

TASFormer: Task-aware Image Segmentation Transformer

Unsupervised Joint-Semantics Autoencoder Hashing for Multimedia Retrieval

TKGR-RHETNE：A New Temporal Knowledge Graph Reasoning Model via Jointly Modeling Relevant Historical Event and Temporal Neighborhood Event Context

High-Resolution Self-Attention with Fair Loss for Point Cloud Segmentation

Transformer-based Video Deinterlacing Method

SCME: A Self-Contrastive Method for Data-free and Query-Limited Model Extraction Attack

CSEC: A Chinese Semantic Error Correction Dataset for Written Correction

Contrastive Kernel Subspace Clustering

UATR: An Uncertainty Aware Two-stage Refinement Model for Targeted Sentiment Analysis

AttIN: Paying More Attention to Neighborhood Information for Entity Typing in Knowledge Graphs

Text-based Person Re-ID by Saliency Mask and Dynamic Label Smoothing

Robust Multi-view Spectral Clustering with Auto-encoder for Preserving Information

Learnable Color Image Zero-Watermarking Based on Feature Comparison

P-IoU: Accurate Motion Prediction based Data Association for Multi-Object Tracking

WCA-VFnet:a dedicated complex forest smoke fire detector

Label Selection Algorithm Based on Ant Colony Optimization and Reinforcement Learning for Multi-label Classification

Reversible Data Hiding Based on Adaptive Embedding with Local Complexity

Generalized Category Discovery with Clustering Assignment Consistency

CInvISP: Conditional Invertible Image Signal Processing Pipeline

Ignored Details in Eyes: Exposing GAN-generated Faces by Sclera

A Developer Recommendation Method Based on Disentangled

Graph Convolutional Network

Novel Method for Radar Echo Target Detection.

Notes:

Includes bibliographical references and index.

ISBN:

981-9980-73-9