Artificial Intelligence Medical Compendium

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

Showing 41,621 to 41,630 of 223,853 articles

Anchor then Polish for Low-light Enhancement

arXiv Mar 16, 2026
Low-light image enhancement is challenging due to entangled degradations, mainly including poor illumination, color shifts, and texture interference. Existing methods often rely on complex architectures to address these issues jointly but may overfit... read more 
Computer Vision and Pattern Recognition

Seeing Beyond: Extrapolative Domain Adaptive Panoramic Segmentation

arXiv Mar 16, 2026
Cross-domain panoramic semantic segmentation has attracted growing interest as it enables comprehensive 360° scene understanding for real-world applications. However, it remains particularly challenging due to severe geometric Field of View (FoV) dis... read more 
Computer Vision and Pattern Recognition cs.LG cs.RO eess.IV

ViFeEdit: A Video-Free Tuner of Your Video Diffusion Transformer

arXiv Mar 16, 2026
Diffusion Transformers (DiTs) have demonstrated remarkable scalability and quality in image and video generation, prompting growing interest in extending them to controllable generation and editing tasks. However, compared to the image counterparts, ... read more 
Computer Vision and Pattern Recognition

RSGen: Enhancing Layout-Driven Remote Sensing Image Generation with Diverse Edge Guidance

arXiv Mar 16, 2026
Diffusion models have significantly mitigated the impact of annotated data scarcity in remote sensing (RS). Although recent approaches have successfully harnessed these models to enable diverse and controllable Layout-to-Image (L2I) synthesis, they s... read more 
Computer Vision and Pattern Recognition cs.AI

RSGen: Enhancing Layout-Driven Remote Sensing Image Generation with Diverse Edge Guidance

arXiv Mar 16, 2026
Diffusion models have significantly mitigated the impact of annotated data scarcity in remote sensing (RS). Although recent approaches have successfully harnessed these models to enable diverse and controllable Layout-to-Image (L2I) synthesis, they s... read more 
Computer Vision and Pattern Recognition cs.AI

Real-Time Oriented Object Detection Transformer in Remote Sensing Images

arXiv Mar 16, 2026
Recent real-time detection transformers have gained popularity due to their simplicity and efficiency. However, these detectors do not explicitly model object rotation, especially in remote sensing imagery where objects appear at arbitrary angles, le... read more 
Computer Vision and Pattern Recognition

Clinically Aware Synthetic Image Generation for Concept Coverage in Chest X-ray Models

arXiv Mar 16, 2026
The clinical deployment of AI diagnostic models demands more than benchmark accuracy - it demands robustness across the full spectrum of disease presentations. However, publicly available chest radiographic datasets systematically underrepresent crit... read more 
Computer Vision and Pattern Recognition cs.HC

Vib2ECG: A Paired Chest-Lead SCG-ECG Dataset and Benchmark for ECG Reconstruction

arXiv Mar 16, 2026
Twelve-lead electrocardiography (ECG) is essential for cardiovascular diagnosis, but its long-term acquisition in daily life is constrained by complex and costly hardware. Recent efforts have explored reconstructing ECG from low-cost cardiac vibratio... read more 
Machine Learning

Learning Latent Proxies for Controllable Single-Image Relighting

arXiv Mar 16, 2026
Single-image relighting is highly under-constrained: small illumination changes can produce large, nonlinear variations in shading, shadows, and specularities, while geometry and materials remain unobserved. Existing diffusion-based approaches either... read more 
Computer Vision and Pattern Recognition

Anatomy of a Lie: A Multi-Stage Diagnostic Framework for Tracing Hallucinations in Vision-Language Models

arXiv Mar 16, 2026
Vision-Language Models (VLMs) frequently "hallucinate" - generate plausible yet factually incorrect statements - posing a critical barrier to their trustworthy deployment. In this work, we propose a new paradigm for diagnosing hallucinations, recasti... read more 
Computer Vision and Pattern Recognition
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