Neural Information Processing

MMOTS: A Multi-UAV Pursuit-Evasion Game Training Strategy Relying on Offine Reinforcement Learning.- SMSF-Net: A Semantics-Driven Multiscale Selective Fusion Network for Object Detection in Remote Sensing Images.- Enhanced ResNet with Attention Mechanisms for High-Accuracy Wildlife Monitoring: A Case Study on Penguins and Turtles.- Area-part Composite Graph Guided Robot Manipulation Reasoning in 3C Assembly.- Multi-Sensor Fusion for Localization and Mapping in Complex Environments.- BNF: Bayesian Network Fusion for Multimodal Sentiment Analysis.- Driver Cognitive Distraction Detection Based on Eye Movement Behavior and Spatio-Temporal Information Fusion.- Nested Relation Extraction Using Direct or Indirect Relations Between Entities.- Adaptively Augmented Consistency Learning: A Semi-supervised Segmentation Framework for Remote Sensing.- SABE: Structure-Aware Boundary-Enhanced Network for Elementary Topic Unit Extraction in Dialogue.- Enhancing Prompt Tuning with Multitask Embedding Reparameterization.- STD: Using Self-attention Discriminators to Improve Speech Synthesis.- Automated Landslide Detection: A Comparative Study of Change Detection and Semantic Segmentation Techniques.- Leveraging LLMs to Enhance NLP Performance through Distillation and Optimized Training Strategies.- Adaptive Nearest Neighbor Sememe Tree Generation Model.- "Flipped" University: LLM-Assisted Lifelong Learning Environment.- ResWCAE: Biometric Pattern Image Denoising.- PEDRO: Parameter-Efficient Fine-tuning with Prompt DepenDent Representation Modification.- SAP-BERT: BERT Inference Acceleration through Skip-layer and Adaptive Patient Early Exiting.- Diffusion-MPPI: Diffusion Informed Model Predictive Path Integral Method.- GAF-FusionNet: Multimodal ECG Analysis via Gramian Angular Fields and Split Attention.- Assessing and Enhancing the Robustness of Large Language Models with Task Structure Variations for Logical Reasoning.- MEIG: An Interactive Attention-Based Generative Model for Multimodal Event Extraction.- Advancing Respiratory Sound Classification: Integration of Audio Spectrogram Transformer with ConnectMix and NEFTune Augmentation.- Short-term Wind Power Prediction Based on CNN-Transformer.- HierFormer: A Multi-scale Attention Model for Ship Trajectory Prediction.- Enhanced Facial Emotion Detection Models Utilizing Geometry-Based Features for Superior Human-Computer Interaction.- Annotator Disagreement-based Analysis for Developing Bias Benchmark Datasets in Resource-Restricted Settings.