Neural Information Processing
Springer Verlag, Singapore
978-981-99-8183-0 (ISBN)
The 1274 papers presented in the proceedings set were carefully reviewed and selected from 652 submissions.
The ICONIP conference aims to provide a leading international forum for researchers, scientists, and industry professionals who are working in neuroscience, neural networks, deep learning, and related fields to share their new ideas, progress, and achievements.
Applications.- Towards Deeper and Better Multi-view Feature Fusion for 3D Semantic Segmentation.- RF-Based Drone Detection and Identification with Deep Neural Network: Review and Case Study.- Effective skill learning on vascular robotic systems: Combining offline and online reinforcement learning.- Exploring Efficient-Tuned Learning Audio Representation Method from BriVL.- Can You Really Reason: A Novel Framework for Assessing Natural Language Reasoning Datasets and Models.- End-to-End Urban Autonomous Navigation with Decision Hindsight.- Identifying Self-Admitted Technical Debt with Context-based Ladder Network.- NDGR: A Noise Divide and Guided Re-labeling Framework for Distantly Supervised Relation Extraction.- Customized Anchors Can Better Fit the Target in Siamese Tracking.- Can We Transfer Noise Patterns? A Multi-environment Spectrum Analysis Model Using Generated Cases.- Progressive Supervision for Tampering Localization in Document Images.- Multi-granularity Deep Vulnerability Detection using Graph Neural Networks.- Rumor Detection with Supervised Graph Contrastive Regularization.- A Meta Learning-based Training Algorithm for Robust Dialogue Generation.- Effects of Brightness and Class-unbalanced Dataset on CNN Model Selection and Image Classification considering Autonomous Driving.- HANCaps: A Two-Channel Deep Learning Framework for Fake News Detection in Thai.- Pre-trained Financial Model for Price Movement Forecasting.- Impulsion of Movie’s Content-Based Factors in Multi-Modal Movie Recommendation System.- Improving Transferbility of Adversarial Attack on Face Recognition with Feature Attention.- Dendritic Neural Regression Model Trained by Chicken Swarm Optimization Algorithm for Bank Customer Churn Prediction.- BERT-LBIA: A BERT-Based Late Bidirectional Interaction Attention Model for Legal Case Retrieval.- Learning Discriminative Semantic and Multi-View Context for Domain Adaptive Few-shot Relation Extraction.- ML2FNet: A Simple but Effective Multi-Level Feature Fusion Network for Document-Level Relation Extraction.- Implicit Clothed Human Reconstruction Based on Self-attention and SDF.- Privacy-Preserving Federated Compressed Learning Against Data Reconstruction Attacks Based on Secure Data.- An Attack Entity Deducing Model for Attack Forensics.- Semi-supervised classification on data streams with recurring concept drift based on conformal prediction.- Zero-shot Relation Triplet Extraction via Retrieval-Augmented Synthetic Data Generation.- Parallelizable Simple Recurrent Units with Hierarchical Memory.- Enhancing Legal Judgment Prediction with Attentional Networks Utilizing Legal Event Types.- MOOCs Dropout Prediction via Classmates Augmented Time-Flow Hybrid Network.- Multiclass Classification and Defect Detection of Steel tube using modified YOLO.- GACE: Learning Graph-Based Cross-Page Ads Embedding For Click-Through Rate Prediction.- TEZARNet : TEmporal Zero-shot Activity Recognition Network.- Tigrinya OCR: Applying CRNN for Text Recognition.- Generating Pseudo-Labels for Car Damage Segmentation using Deep Spectral Method.- Two-Stage Graph Convolutional Networks for Relation Extraction.- Multi-vehicle Platoon Overtaking Using NoisyNet Multi-Agent Deep Q-Learning Network.
| Erscheinungsdatum | 26.11.2023 |
|---|---|
| Reihe/Serie | Communications in Computer and Information Science |
| Zusatzinfo | 125 Illustrations, color; 32 Illustrations, black and white; XX, 513 p. 157 illus., 125 illus. in color. |
| Verlagsort | Singapore |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Datenbanken ► Data Warehouse / Data Mining |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Schlagworte | affective and cognitive learning • Big Data • Bioinformatics • brain-machine interface • Computational Finance • Computational Intelligence • control and decision theory • Data Mining • Human-Computer interaction • Image processing & computer vision • machine learning • Natural Language Processing • neural data analysis • neural network • Neurodynamics • Optimization • pattern recognition • Recommender Systems • Robotics and control • Social Networks |
| ISBN-10 | 981-99-8183-2 / 9819981832 |
| ISBN-13 | 978-981-99-8183-0 / 9789819981830 |
| Zustand | Neuware |
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