IEEE

CTPMSN: Enhancing Multimodal Remote Sensing Classification With Composite Text Prompts

Abstract: Remote sensing multimodal data integrates information from various sensors, providing detailed characterization and reliable monitoring capabilities for Earth observation tasks. This data is ...
IEEE

Hierarchical Text Classification Method Driven by Dynamic Hierarchical Fusion and Prompt Embedding

Abstract: Hierarchical Text Classification, as a critical task in natural language processing, has broad applications in scenarios with complex label structures and limited samples. However, existing ...
IEEE

Cross-Domain Hyperspectral Image Classification via Mamba–CNN and Knowledge Distillation

Abstract: Domain adaptation (DA)-based cross-domain hyperspectral image (HSI) classification methods have garnered significant attention. The majority of DA techniques utilize models based on ...
IEEE

Enhancing Text Classification Through Quantum Transfer Learning: A Hybrid Quantum-Classical Approach With Complex Kernel Self-Attention Networks

Abstract: Quantum computing, with its unique principles such as superposition and entanglement, promises to transform various domains, including artificial intelligence. This study investigates the ...
IEEE

A Lightweight Spatial–Spectral Deformable CNN for UAV Hyperspectral Image Classification

Abstract: In recent years, uncrewed aerial vehicle (UAV) technology has shown great potential for application in hyperspectral image (HSI) classification tasks due to its advantages of flexible ...
IEEE

AE-CNN Ensemble: A Novel Architecture for Effective Network Intrusion Detection and Classification

Abstract: The escalating scale and sophistication of cyberattacks pose a formidable challenge to conventional intrusion detection systems (IDS) because they lack the flexibility to adapt to evolving ...
IEEE

News Text Classification for Wolaita Language Using Transformer-based Model and Deep Learning Approach

Abstract: NLP, an AI field, that allows communication between computers and humans. NLP news text classification uses machine learning to categorize news into predefined groups. The vast volume of ...
IEEE

Improving Text Classification with an Attention-Enhanced CNN-SVM Hybrid Model

Abstract: The approach we offer makes use of CNN, attention methods and SVM to develop a combined framework that reaches higher performance. Attention mechanisms and CNN networks are used by this ...
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Trump allies text CNN host live during broadcast dispute

Trump allies text CNN host live, disputing 'reeling' headline after controversial interview with White House chief of staff Susie Wiles. Trump signs order to reclassify marijuana as Schedule III drug ...
Reuters

FDA intends to put most serious warning on COVID vaccines, CNN reports

Dec 12 (Reuters) - The U.S. Food and Drug Administration intends to put a "black box" warning on COVID-19 vaccines, CNN reported on Friday, citing two people familiar with the agency's plans. The ...