Artificial Intelligence Medical Compendium

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

Showing 17,121 to 17,130 of 213,726 articles

Content-Style Identification via Differential Independence

arXiv May 18, 2026
Generative analysis often models multi-domain observations as nonlinear mixtures of domain-invariant content variables and domain-specific style variables. Identifying both factors from unpaired domains enables tasks such as domain transfer and count... read more 
Machine Learning cs.AI

Stabilizing, Scaling & Enhancing MeanFlow for Large-scale Diffusion Distillation

arXiv May 18, 2026
Diffusion models exhibit remarkable generative capability, but their high latency limits practical deployment. Many studies have attempted to reduce sampling steps to accelerate inference. Among them, MeanFlow has attracted considerable attention due... read more 
Computer Vision and Pattern Recognition

Temporal Aware Pruning for Efficient Diffusion-based Video Generation

arXiv May 18, 2026
Video diffusion models have recently enabled high-quality video generation with ViT-based architectures, but remain computationally intensive because generation requires attention computation over long spatiotemporal sequences. Token pruning has prov... read more 
Computer Vision and Pattern Recognition cs.AI

Imaging Hidden Objects with Consumer LiDAR via Motion Induced Sampling

arXiv May 18, 2026
LiDARs are being increasingly deployed for consumer imaging in handheld, wearable, and robotic applications. These sensors can capture the time-of-flight of light at picosecond resolution, which in principle, enables them to capture information about... read more 
Computer Vision and Pattern Recognition

HexagonalWarriorMamba: Superior Threshold-Dependent Multi-label Classification of 12-Lead ECG Cardiac Abnormalities

arXiv May 18, 2026
The accurate automated diagnosis of cardiac abnormalities from 12-lead electrocardiograms (ECGs) is critical for managing cardiovascular disease. However, detecting concurrent conditions remains a challenge for traditional deep learning models, which... read more 
Computer Vision and Pattern Recognition

DCFold: Efficient Protein Structure Generation with Single Forward Pass

arXiv May 18, 2026
AlphaFold3 introduces a diffusion-based architecture that elevates protein structure prediction to all-atom resolution with improved accuracy. This state-of-the-art performance has established AlphaFold3 as a foundation model for diverse generation a... read more 
Machine Learning cs.AI q-bio.QM

Beyond Euclidean Prototypes: Spectral Disentanglement and Geodesic Matching for Few-Shot Medical Image Segmentation

arXiv May 18, 2026
Few-Shot Medical Image Segmentation (FSMIS) aims to delineate novel anatomical targets from one or a few annotated support images, addressing the annotation scarcity in medical imaging. Notwithstanding recent advancements, current prototype-based met... read more 
Computer Vision and Pattern Recognition

SurgLQA: Scalable Long-Horizon Surgical Video Question Answering

arXiv May 18, 2026
Surgical Video Question Answering (VideoQA) provides a promising paradigm for dynamic intraoperative interpretation, enabling real-time decision support and context-aware retrieval in clinical environments. Nevertheless, existing approaches are predo... read more 
Computer Vision and Pattern Recognition

Domain Transfer Becomes Identifiable via a Single Alignment

arXiv May 18, 2026
Domain transfer (DT) maps source to target distributions and supports tasks such as unsupervised image-to-image translation, single-cell analysis, and cross-platform medical imaging. However, DT is fundamentally ill-posed: push-forward mappings are g... read more 
Machine Learning cs.AI cs.CV

UAVFF3D: A Geometry-Aware Benchmark for Feed-Forward UAV 3D Reconstruction

arXiv May 18, 2026
Feed-forward 3D reconstruction has recently demonstrated strong generalization across diverse scenes, yet its performance in UAV imagery remains underexplored due to distinctive acquisition geometries, large viewpoint variations, and ambiguity betwee... read more 
Computer Vision and Pattern Recognition
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