Artificial Intelligence Medical Compendium

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

Showing 20,731 to 20,740 of 216,088 articles

LimeCross: Context-Conditioned Layered Image Editing with Structural Consistency

arXiv May 11, 2026
Layered image assets are widely used in real-world creative workflows, enabling non-destructive iteration and flexible re-composition. Recent advances in layered image generation and decomposition synthesize or recover layered representations, yet co... read more 
Computer Vision and Pattern Recognition

The Alpha Blending Hypothesis: Compositing Shortcut in Deepfake Detection

arXiv May 11, 2026
Recent deepfake detection methods demonstrate improved cross-dataset generalization, yet the underlying mechanisms remain underexplored. We introduce the Alpha Blending Hypothesis, positing that state-of-the-art frame-based detectors primarily functi... read more 
Computer Vision and Pattern Recognition

BGG: Bridging the Geometric Gap between Cross-View images by Vision Foundation Model Adaptation for Geo-Localization

arXiv May 11, 2026
Geometric differences between cross-view images, such as drone and satellite views, significantly increase the challenge of Cross-View Geo-Localization (CVGL), which aims to acquire the geolocation of images by image retrieval. To further enhance the... read more 
Computer Vision and Pattern Recognition

Portable Active Learning for Object Detection

arXiv May 11, 2026
Annotating bounding boxes is costly and limits the scalability of object detection. This challenge is compounded by the need to preserve high accuracy while minimizing manual effort in real-world applications. Prior active learning methods often depe... read more 
Computer Vision and Pattern Recognition cs.AI cs.LG

CellDX AI Autopilot: Agent-Guided Training and Deployment of Pathology Classifiers

arXiv May 11, 2026
Training AI models for computational pathology currently requires access to expensive whole-slide-image datasets, GPU infrastructure, deep expertise in machine learning, and substantial engineering effort. We present CellDX AI Autopilot, a platform t... read more 
Computer Vision and Pattern Recognition

Halo Separation-guided Underwater Multi-scale Image Restoration

arXiv May 11, 2026
Underwater images captured by Autonomous Underwater Vehicles (AUVs) are inevitably affected by artificial light sources, which often produce halos in the foreground of the camera and seriously interfere with the quality of the image. The existing und... read more 
Computer Vision and Pattern Recognition

Sens-VisualNews: A Benchmark Dataset for Sensational Image Detection

arXiv May 11, 2026
The detection of sensational content in media items can be a critical filtering mechanism for identifying check-worthy content and flagging potential disinformation, since such content triggers physiological arousal that often bypasses critical evalu... read more 
Computer Vision and Pattern Recognition

AnomalyClaw: A Universal Visual Anomaly Detection Agent via Tool-Grounded Refutation

arXiv May 11, 2026
Visual anomaly detection (VAD) is crucial in many real-world fields, such as industrial inspection, medical imaging, infrastructure monitoring, and remote sensing. However, the specific anomaly definitions, data modalities, and annotation standards a... read more 
Computer Vision and Pattern Recognition cs.AI

Position: Life-Logging Video Streams Make the Privacy-Utility Trade-off Inevitable

arXiv May 11, 2026
With the growing prevalence of always-on hardware such as smart glasses, body cameras, and home security systems, life-logging visual sensing is becoming inevitable, forming the backbone of persistent, always-on AI systems. Meanwhile, recent advances... read more 
Computer Vision and Pattern Recognition

Progressive Photorealistic Simplification

arXiv May 11, 2026
Existing image simplification techniques often rely on Non-Photorealistic Rendering (NPR), transforming photographs into stylized sketches, cartoons, or paintings. While effective at reducing visual complexity, such approaches typically sacrifice pho... read more 
Computer Vision and Pattern Recognition
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