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Neural information processing : 30th international conference, ICONIP 2023, Changsha, China, November 20-23, 2023, proceedings. Part V by ICONIP (Conference) Changsha, China), SpringerLink (Online Service)

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.…”
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Neural information processing : 30th international conference, ICONIP 2023, Changsha, China, November 20-23, 2023, proceedings. Part IV by ICONIP (Conference) Changsha, China), SpringerLink (Online Service)

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Neural information processing : 30th international conference, ICONIP 2023, Changsha, China, November 20-23, 2023, proceedings. Part I by ICONIP (Conference) Changsha, China), SpringerLink (Online Service)

Contents: “…DAMFormer: Enhancing Polyp Segmentation Through Dual Attention Mechanism -- 1 Introduction -- 2 Related Work -- 2.1 Polyp Segmentation -- 2.2 Attention Mechanism -- 3 Proposed Method -- 3.1 Transformer Encoder -- 3.2 ConvBlock -- 3.3 Enhanced Dual Attention Module -- 3.4 Channel-Wise Scaling -- 3.5 Effective Feature Fusion -- 4 Experiments -- 5 Conclusion -- References -- BIN: A Bio-Signature Identification Network for Interpretable Liver Cancer Microvascular Invasion Prediction Based on Multi-modal MRIs -- 1 Introduction -- 2 Related Works -- 2.1 MVI Prediction Models Based on MRIs -- 2.2 MVI Interpretable Deep Models -- 3 The Proposed Multi-modal Fusion Based BIN Method -- 4 Experiment and Analysis -- 4.1 Performance Comparisons -- 4.2 Qualitative Experiment -- 5 Conclusion -- References -- Human-to-Human Interaction Detection -- 1 Introduction -- 2 Related Work -- 3 HID Task -- 3.1 Problem Definition -- 3.2 Evaluation Metrics -- 3.3 The AVA-Interaction Dataset -- 4 SaMFormer -- 4.1 Visual Feature Extractor -- 4.2 The Split Stage -- 4.3 The Merging Stage -- 4.4 Training and Inference -- 5 Experiments -- 5.1 Main Results on AVA-I -- 5.2 Ablation Study -- 5.3 Qualitative Results -- 5.4 Evaluation on BIT and UT -- 6 Conclusion -- References -- Reconstructing Challenging Hand Posture from Multi-modal Input -- 1 Introduction -- 2 Related Work -- 3 Capture -- 4 Skeleton-Shape Alignment -- 5 Data Evaluation and Applications -- 6 Conclusions and Future Work -- References -- A Compliant Elbow Exoskeleton with an SEA at Interaction Port -- 1 Introduction -- 2 Mechanical Design -- 2.1 Exoskeleton Design -- 2.2 SEA Analysis -- 3 SEA Modeling -- 3.1 NARMAX Model -- 3.2 T-S Fuzzy Model -- 3.3 LSTM Model -- 3.4 Model Training -- 3.5 Model Validation -- 4 Exoskeleton Flexible Control -- 5 Conclusion -- References -- Applications.…”
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Neural information processing : 30th international conference, ICONIP 2023, Changsha, China, November 20-23, 2023, proceedings. Part II by ICONIP (Conference) Changsha, China), SpringerLink (Online Service)

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Neural information processing : 30th International Conference, ICONIP 2023, Changsha, China, November 20-23, 2023, Proceedings. Part VII by ICONIP (Conference) Changsha Shi, China), SpringerLink (Online Service)

Contents: “…Theory and Algorithms -- A 3D UWB hybrid localization method based on BSR and L-AOA -- Unsupervised Feature Selection Using Both Similar and Dissimilar Structures -- STA-Net: Reconstruct Missing Temperature Data of Meteorological Stations Using a Spatiotemporal Attention Neural Network -- Embedding Entity and Relation for Knowledge Graph by Probability Directed Graph -- Solving the inverse problem of laser with complex-valued field by physics-informed neural networks -- Efficient Hierarchical Reinforcement Learning via Mutual Information Constrained Subgoal Discovery -- Accelerate Support Vector Clustering via Spectral Data Compression -- A Novel Iterative Fusion Multi-Task Learning Framework for Solving Dense Prediction -- Anti-Interference Zeroing Neural Network Model for Time-Varying Tensor Square Root Finding -- CLF-AIAD: A Contrastive Learning Framework for Acoustic Industrial Anomaly Detection -- Prediction and analysis of acoustic displacement field using the method of neural network -- Graph Multi-Dimensional Feature Network -- CBDN: A Chinese short-text classification model based on Chinese BERT and fused deep neural networks -- Lead ASR Models to Generalize Better Using Approximated Bias-Variance Tradeof -- Human-guided Transfer Learning for Autonomous Robot -- Leveraging Two-scale Features to Enhance Fine-grained Object Retrieval -- Predefined-time Synchronization of Complex Networks with Disturbances by Using Sliding Mode Control -- Reward-Dependent and Locally Modulated Hebbian Rule for Pattern Classification -- Robust Iterative Hard Thresholding Algorithm for Fault Tolerant RBF Network -- Cross-lingual Knowledge Distillation via Flow-based Voice Conversion for Robust Polyglot Text-To-Speech -- A health evaluation algorithm for edge nodes based on LSTM -- A Comprehensive Review of Arabic Question Answering Datasets -- Solving Localized Wave Solutions of the Nonlinear PDEs using Physics-Constraint Deep Learning Method -- Graph Reinforcement Learning For Securing Critical Loads By E-mobility -- Human-Object Interaction Detection with Channel Aware Attention -- AAKD-Net:Attention-based Adversarial Knowledge Distillation Network for Image Classification -- A High-Performance Tensorial Evolutionary Computation for Solving Spatial Optimization Problems -- Towards better evaluations of class activation mapping and interpretability of CNNs -- Contrastive Learning-Based Music Recommendation Model -- A Memory Optimization Method for Distributed Training -- Unsupervised Monocular Depth Estimation with Semantic Reconstruction using Dual-Discriminator Generative Adversarial Networks -- Generating Spatiotemporal Trajectories with GANs and Conditional GANs -- Visual Navigation of Target-Driven Memory-Augmented Reinforcement Learning -- Recursive Constrained Maximum Versoria Criterion Algorithm for Adaptive Filtering -- Graph Pointer Network and Reinforcement Learning for Thinnest Path Problem -- Multi-Neuron Information Fusion for Direct Training Spiking Neural Networks -- Event-based Object Recognition Using Feature Fusion and Spiking Neural Networks -- Circular FC: Fast Fourier Transform Meets Fully Connected Layer For Convolutional Neural Network -- Accurate Latency Prediction of Deep Learning Model Inference under Dynamic Runtime Resource -- Robust LS-QSVM Implementation via Efficient Matrix Factorization and Eigenvalue Estimation -- An Adaptive Auxiliary Training Method of Autoencoders and its Application in Anomaly Detection -- Matrix Contrastive Learning for Short Text Clustering -- Sharpness-aware Minimization for Out-of-Distribution Generalization -- Rapid APT Detection in Resource-Constrained IoT Devices Using Global Vision Federated Learning (GV-FL).…”
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Neural information processing : 30th International Conference, ICONIP 2023, Changsha, China, November 20-23, 2023, Proceedings. Part IX by ICONIP (Conference) Changsha Shi, China), SpringerLink (Online Service)

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Neural information processing : 30th International Conference, ICONIP 2023, Changsha, China, November 20-23, 2023, Proceedings. Part X by ICONIP (Conference) Changsha Shi, China), SpringerLink (Online Service)

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Neural information processing : 30th international conference, ICONIP 2023, Changsha, China, November 20-23, 2023, proceedings. Part VI by ICONIP (Conference) Changsha, China), SpringerLink (Online Service)

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