Artificial Intelligence Medical Compendium

Explore the latest research on artificial intelligence and machine learning in medicine.

Showing 43,731 to 43,740 of 224,055 articles

MV-Fashion: Towards Enabling Virtual Try-On and Size Estimation with Multi-View Paired Data

arXiv Mar 9, 2026
Existing 4D human datasets fall short for fashion-specific research, lacking either realistic garment dynamics or task-specific annotations. Synthetic datasets suffer from a realism gap, whereas real-world captures lack the detailed annotations and p... read more 
Computer Vision and Pattern Recognition

Learning Hierarchical Knowledge in Text-Rich Networks with Taxonomy-Informed Representation Learning

arXiv Mar 9, 2026
Hierarchical knowledge structures are ubiquitous across real-world domains and play a vital role in organizing information from coarse to fine semantic levels. While such structures have been widely used in taxonomy systems, biomedical ontologies, an... read more 
Machine Learning

An explainable hybrid deep learning-enabled intelligent fault detection and diagnosis approach for automotive software systems validation

arXiv Mar 9, 2026
Advancements in data-driven machine learning have emerged as a pivotal element in supporting automotive software systems (ASSs) engineering across various levels of the V-development process. Duringsystemverificationandvalidation,theintegrationofanin... read more 
Software Engineering cs.AI

Fusion-Poly: A Polyhedral Framework Based on Spatial-Temporal Fusion for 3D Multi-Object Tracking

arXiv Mar 9, 2026
LiDAR-camera 3D multi-object tracking (MOT) combines rich visual semantics with accurate depth cues to improve trajectory consistency and tracking reliability. In practice, however, LiDAR and cameras operate at different sampling rates. To maintain t... read more 
Computer Vision and Pattern Recognition cs.RO

MM-TS: Multi-Modal Temperature and Margin Schedules for Contrastive Learning with Long-Tail Data

arXiv Mar 9, 2026
Contrastive learning has become a fundamental approach in both uni-modal and multi-modal frameworks. This learning paradigm pulls positive pairs of samples closer while pushing negatives apart. In the uni-modal setting (e.g., image-based learning), p... read more 
Computer Vision and Pattern Recognition cs.AI

Alignment-Aware and Reliability-Gated Multimodal Fusion for Unmanned Aerial Vehicle Detection Across Heterogeneous Thermal-Visual Sensors

arXiv Mar 9, 2026
Reliable unmanned aerial vehicle (UAV) detection is critical for autonomous airspace monitoring but remains challenging when integrating sensor streams that differ substantially in resolution, perspective, and field of view. Conventional fusion metho... read more 
Computer Vision and Pattern Recognition cs.AI

SAVE: Speech-Aware Video Representation Learning for Video-Text Retrieval

arXiv Mar 9, 2026
For video-text retrieval, the use of CLIP has been a de facto choice. Since CLIP provides only image and text encoders, this consensus has led to a biased paradigm that entirely ignores the sound track of videos. While several attempts have been made... read more 
Computer Vision and Pattern Recognition

GarmentPainter: Efficient 3D Garment Texture Synthesis with Character-Guided Diffusion Model

arXiv Mar 9, 2026
Generating high-fidelity, 3D-consistent garment textures remains a challenging problem due to the inherent complexities of garment structures and the stringent requirement for detailed, globally consistent texture synthesis. Existing approaches eithe... read more 
Computer Vision and Pattern Recognition

Exploring Deep Learning and Ultra-Widefield Imaging for Diabetic Retinopathy and Macular Edema

arXiv Mar 9, 2026
Diabetic retinopathy (DR) and diabetic macular edema (DME) are leading causes of preventable blindness among working-age adults. Traditional approaches in the literature focus on standard color fundus photography (CFP) for the detection of these cond... read more 
Computer Vision and Pattern Recognition cs.AI

Optimising antibiotic switching via forecasting of patient physiology

arXiv Mar 9, 2026
Timely transition from intravenous (IV) to oral antibiotic therapy shortens hospital stays, reduces catheter-related infections, and lowers healthcare costs, yet one in five patients in England remain on IV antibiotics despite meeting switching crite... read more 
Machine Learning stat.AP
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