Neural Information Processing: 31st International Conference, ICONIP 2024, Auckland, New Zealand, December 26, 2024, Proceedings, Part V [Pehme köide]

cPER2P: Parameter-Efficient Single-cell LLM for Translated Proteome
Profiles.- CRAFT: Consistent Representational Fusion of Three Molecular
Modalities.- AMPCL: Adaptive Meta-Path Selection and Contrastive Learning for
miRNA-Disease Prediction.- Video-Driven Comprehensive 3D Hip Joint Motion
Model for FAI Auxiliary Diagnosis.- LungCANet: A Novel Deep Co-Attention
Convolutional Neural Network Architecture for High-Precision Lung Cancer
Morphological Analysis and Classification.- ATFN: An Efficient Multi-Modal
Depression Assistance Diagnostic Model Based on Multi-Channel Attention
Mechanism.- Domain Knowledge Based Temporal-spatial Graph Convolution Network
for ECG Recognition.- Adaptive Constrained ICABMGGMM: application to ECG
blind source separation.- CRA-Eformer: Cross-scale Residual Attention-based
Edge-guide Transformer for Low-Dose CT Denoising.- Improving Text
Representation for Disease Detection From Social Media via Self-augmentation
and Contrastive Learning.- Improving Healthcare Outcomes by Identifying
Populations with Higher Risk of Lung Cancer from Primary Care Data.- Split
Learning on Multi-source Cross-streams.- Seizure Prediction based on
Multi-scale Fusion-attention Transformer.- Dynamic Self-Attention Gated
Spatial-Temporal Graph Convolutional Network for Skeleton-based Human
Activity Recognition.- G-SwinHAR: Swin Transformer for Smartphone-Based Human
Activity Recognition Using Gramian Angular Field.- Cross-feature Interactive
Fusion for Speech Emotion Recognition.- Temporal-contextual Event Learning
for Pedestrian Crossing Intent Prediction.- PoseRAC: Enhancing Repetitive
Action Counting with Salient Poses.- Spatio-Temporal Graph Convolutional
Networks for Pedestrian Trajectory Prediction.- Dual-branch StarNet with
Mutual Attention and U-Net Denoising for Simultaneously Recognizing Keywords
and Speakers.- Unsupervised Personalized Deep Learning for Wearable Human
Activity Recognition.- The Role of AI in Optimizing Human-centered Complex
Systems.- A Global Interactive and Bottleneck Fusion Model for Multi-Intent
Spoken Language Understanding.- GloveTyping: A Hand Gesture Recognition
System for Text Input Using a Hierarchical Framework with Attention
Mechanism.- Impacts of Prompt Perturbation on Reducing Bias and Hallucination
of Large Language Models.- A Multi-task Emotion Recognition Model based on
Continuously Labeled EEG Signals.- MUR: Multimodal Unified Refinement for
Multimedia Recommendation.- Identifying Misaligned Features for Cross-Domain
Cold-start Recommendation.- Temporal Semantic Scoring Path aware
Multi-Embedding Sequential Recommendation.- Online Labor Market Task
Recommendation via Time-weighted Diffusion Model.- Multi-Pattern Joint
Denoising Sequential Recommendation with Diffusion Model.- ProFetch:
Accelerate Deep Recommendation System Training with Proactively Designed Data
Layout and Dynamic Prefetching.