Artificial Intelligence Medical Compendium

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

Showing 14,351 to 14,360 of 211,815 articles

TextTeacher: What Can Language Teach About Images?

arXiv May 21, 2026
The platonic representation hypothesis suggests that sufficiently large models converge to a shared representation geometry, even across modalities. Motivated by this, we ask: Can the semantic knowledge of a language model efficiently improve a visio... read more 
Computer Vision and Pattern Recognition cs.AI cs.LG

OPERA: An Agent for Image Restoration with End-to-End Joint Planning-Execution Optimization

arXiv May 21, 2026
Real-world image restoration is challenging due to complex and interacting mixed degradations. Recent agent-based approaches address this problem by composing multiple task-specific restoration tools. However, empirical analysis reveals that their pe... read more 
Computer Vision and Pattern Recognition

Aerodynamic force reconstruction using physics-informed Gaussian processes

arXiv May 21, 2026
Accurate modeling of aerodynamic loads is essential for understanding and predicting the responses of complex structural systems. However, these models often rely on simplifications of the true physical forces, introducing assumptions that can limit ... read more 
Machine Learning cs.CE stat.ML

MotionDPS: Motion-Compensated 3D Brain MRI Reconstruction

arXiv May 21, 2026
Magnetic resonance imaging (MRI) is highly susceptible to patient motion due to its relatively long acquisition times and the fact that data are acquired sequentially in k-space. Even small patient movements introduce phase inconsistencies across mea... read more 
Computer Vision and Pattern Recognition

AesFormer: Transform Everyday Photos into Beautiful Memories

arXiv May 21, 2026
In everyday photography, aesthetically appealing moments are often captured with structural flaws (e.g., composition, camera viewpoint, or pose) that existing retouching and portrait enhancement methods cannot fix. We formulate Aesthetic Photo Recons... read more 
Computer Vision and Pattern Recognition

Accelerating Vision Foundation Models with Drop-in Depthwise Convolution

arXiv May 21, 2026
Pretrained vision foundation models deliver strong performance across tasks with limited fine-tuning. However, their Vision Transformer (ViT) backbones impose high inference costs, limiting deployment on resource-constrained devices. In this work, we... read more 
Computer Vision and Pattern Recognition

EventGait: Towards Robust Gait Recognition with Event Streams

arXiv May 21, 2026
Gait recognition enables non-intrusive, privacy-preserving identification but suffers in uncontrolled environments due to illumination and motion sensitivity of conventional cameras. In this work, we explore gait recognition using event cameras, whic... read more 
Computer Vision and Pattern Recognition

Flow-based Gaussian Splatting for Continuous-Scale Remote Sensing Image Super-Resolution

arXiv May 21, 2026
High-resolution remote sensing images (RSIs) are crucial for Earth observation applications, yet acquiring them is often limited by sensor constraints and costs. In recent years, generative super-resolution (SR) methods, particularly diffusion models... read more 
Computer Vision and Pattern Recognition

Algebraic Machine Learning for Small-to-Medium Datasets Is Competitive against Strong Standard Baselines

arXiv May 21, 2026
Symbolic methods are generally not considered competitive with strong modern learners on realistic supervised tasks. We evaluate Algebraic Machine Learning (AML), a framework that learns through subdirect decomposition of algebraic structure rather t... read more 
Machine Learning

Event-Illumination Collaborative Low-light Image Enhancement with a High-resolution Real-world Dataset

arXiv May 21, 2026
Event-based low-light image enhancement (LIE) methods mainly focus on incorporating high dynamic range (HDR) information from events while overlooking the essential global illumination in images and the inherent noise sensitivity of event signals in ... read more 
Computer Vision and Pattern Recognition
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