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Full Description
The five-volume proceedings set LNAI 15281-15285, constitutes the refereed proceedings of the 21st Pacific Rim International Conference on Artificial Intelligence, PRICAI 2024, held in Kyoto, Japan, in November 18-24, 2024.
The 145 full papers and 35 short papers included in this book were carefully reviewed and selected from 543 submissions.
The papers are organized in the following topical sections:
Part I: Machine Learning, Deep Learning
Part II: Deep Learning, Federated Learning, Generative AI, Natural Language Processing, Large Language Models,
Part III: Large Language Models, Computer Vision
Part IV: Computer Vision, Autonomous Driving, Agents and Multiagent Systems, Knowledge Graphs, Speech Processing, Optimization
Part V: Optimization, General Applications, Medical Applications, Theoretical Foundations of AI
Contents
.- Computer Vision.
.- Query-Efficient Stealing Attacks Against Image Encoders.
.- WFSFA-Net: Weighted Feature Supplementation and Cross-modal Feature Alignment for Visible-Infrared Person Re-Identification.
.- JaPOC: Japanese Post-OCR Correction Benchmark using Vouchers.
.- Viewpoint Modeling with Multi-Task Learning for Vehicle Re-Identification.
.- Optimal Illumination Distance Metrics for Person Re-identification.
.- Video-Audio Multimodal Fall Detection Method in Challenging Conditions.
.- Space-View Decoupled 3D Gaussians for Novel-View Synthesis of Mirror Reflections.
.- Multi-Scale Traffic Camera Image Detection Network Based on Improved YOLOv8.
.- Node-level lymph node automatic segmentation in CT images using deep parallel structure-related 3D U-net variant.
.- Prior Mask-Guided Highly Accurate Dichotomous Image Segmentation.
.- Text to Image Generation Based on Adaptive Attention.
.- TEBN: Texture-Enhanced Branching Network for Fine-Grained Tea Classification.
.- Splitting Objectives: A Method for Improving Training Process of Image Generation Models.
.- YOLO-SOD: Improved YOLO Small Object detection.
.- Sparse Context Transformer for Few-Shot Object Detection.
.- RSANet: Relationship-aware Symmetric Alignment Network for Fine-grained Video-Text Retrieval.
.- UDUIE: Unpaired Domain-Irrelevant Underwater Image Enhancement.
.- Zero-shot Referring Image Segmentation with Hierarchical Prompts and Frequency Domain Fusion.
.- Autonomous Driving.
.- Enhance Statistical Features with Changepoint Detection for Driver Behaviour Analysis.
.- MSAN: Multi-Scale Adaptive Network Guided by Human Attention for Accident Prediction.
.- S2A-Attention for Multimodal 3D Semantic Segmentation Using LiDAR and Cameras in Autonomous Driving.
.- Agents and Multiagent Systems.
.- Automated Negotiation Mechanisms for Autonomous Vehicles at Intersections.
.- Enhancing the Efficiency of Systems with Overlapping Coalition Formation.
.- Incentive Mechanism Design for ROI-Constrained Auto-Bidding.
.- Knowledge Graphs.
.- Predicting from a Different Perspective: A Re-ranking Model for Inductive Knowledge Graph Completion.
.- TeMME: Temporal Knowledge Graph Completion using Multi-grade Multivector Embeddings.
.- Highway Gates Dynamic Adaptation Network For Knowledge Graph Entity Alignment.
.- Speech Processing.
.- Low-Resource VITS-Based Emotion Speech Synthesis Using KNN Algorithm.
.- MSCACodec : A Low-rate Neural Speech Codec With Multi-scale Residual Channel Attention.
.- Expressive Speech Synthesis Enhancement with Conditional Embeddings.
.- Integrating Voice Activity Detection to Enhance Robustness of On-Device Speaker Verification.
.- Spoofing Speech Detection Method Based on Self-Supervised Front End and Feature Enhancement.
.- Optimization.
.- Iterative Fine-grained Genetic Algorithm for Inferring Connection Weights in large-scale Biophysical Mouse V1 model.
.- An Improved Multi-objective Particle Swarm Optimization Algorithm with Reduced Initial Search Space.
.- Balancing Immediate Revenue and Future Off-Policy Evaluation in Coupon Allocation.
.- Robust portfolio optimization for recommender systems considering uncertainty of estimated statistics.
