21st Pacific Rim International Conference on Artificial Intelligence, PRICAI 2024, Kyoto, Japan, November 18-24, 2024, Proceedings, Part IV Herausgegeben:Hadfi, Rafik; Anthony, Patricia; Sharma, Alok; Ito, Takayuki; Bai, Quan
21st Pacific Rim International Conference on Artificial Intelligence, PRICAI 2024, Kyoto, Japan, November 18-24, 2024, Proceedings, Part IV Herausgegeben:Hadfi, Rafik; Anthony, Patricia; Sharma, Alok; Ito, Takayuki; Bai, Quan
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…mehr
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 Hinweis: Dieser Artikel kann nur an eine deutsche Lieferadresse ausgeliefert werden.
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Inhaltsangabe
.- 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.
.- 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.
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