Artificial Intelligence Medical Compendium

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

Showing 51,301 to 51,310 of 225,182 articles

OMEGA-Avatar: One-shot Modeling of 360° Gaussian Avatars

arXiv Feb 12, 2026
Creating high-fidelity, animatable 3D avatars from a single image remains a formidable challenge. We identified three desirable attributes of avatar generation: 1) the method should be feed-forward, 2) model a 360° full-head, and 3) should be animati... read more 
Graphics cs.AI cs.CV

Semantically Conditioned Diffusion Models for Cerebral DSA Synthesis

arXiv Feb 12, 2026
Digital subtraction angiography (DSA) plays a central role in the diagnosis and treatment of cerebrovascular disease, yet its invasive nature and high acquisition cost severely limit large-scale data collection and public data sharing. Therefore, we ... read more 
Computer Vision and Pattern Recognition cs.AI

U-DAVI: Uncertainty-Aware Diffusion-Prior-Based Amortized Variational Inference for Image Reconstruction

arXiv Feb 12, 2026
Ill-posed imaging inverse problems remain challenging due to the ambiguity in mapping degraded observations to clean images. Diffusion-based generative priors have recently shown promise, but typically rely on computationally intensive iterative samp... read more 
Image and Video Processing cs.CV

LLM-Driven 3D Scene Generation of Agricultural Simulation Environments

arXiv Feb 12, 2026
Procedural generation techniques in 3D rendering engines have revolutionized the creation of complex environments, reducing reliance on manual design. Recent approaches using Large Language Models (LLMs) for 3D scene generation show promise but often... read more 
Computer Vision and Pattern Recognition cs.AI cs.RO

Estimation of instrument and noise parameters for inverse problem based on prior diffusion model

arXiv Feb 12, 2026
This article addresses the issue of estimating observation parameters (response and error parameters) in inverse problems. The focus is on cases where regularization is introduced in a Bayesian framework and the prior is modeled by a diffusion proces... read more 
Machine Learning cs.LG math.NA stat.AP

GSO-SLAM: Bidirectionally Coupled Gaussian Splatting and Direct Visual Odometry

arXiv Feb 12, 2026
We propose GSO-SLAM, a real-time monocular dense SLAM system that leverages Gaussian scene representation. Unlike existing methods that couple tracking and mapping with a unified scene, incurring computational costs, or loosely integrate them with we... read more 
Computer Vision and Pattern Recognition cs.RO

Adapting Vision-Language Models for E-commerce Understanding at Scale

arXiv Feb 12, 2026
E-commerce product understanding demands by nature, strong multimodal comprehension from text, images, and structured attributes. General-purpose Vision-Language Models (VLMs) enable generalizable multimodal latent modelling, yet there is no document... read more 
Computer Vision and Pattern Recognition cs.AI

U-Former ODE: Fast Probabilistic Forecasting of Irregular Time Series

arXiv Feb 12, 2026
Probabilistic forecasting of irregularly sampled time series is crucial in domains such as healthcare and finance, yet it remains a formidable challenge. Existing Neural Controlled Differential Equation (Neural CDE) approaches, while effective at mod... read more 
Machine Learning

Aggregate Models, Not Explanations: Improving Feature Importance Estimation

arXiv Feb 12, 2026
Feature-importance methods show promise in transforming machine learning models from predictive engines into tools for scientific discovery. However, due to data sampling and algorithmic stochasticity, expressive models can be unstable, leading to in... read more 
Machine Learning cs.LG

Light4D: Training-Free Extreme Viewpoint 4D Video Relighting

arXiv Feb 12, 2026
Recent advances in diffusion-based generative models have established a new paradigm for image and video relighting. However, extending these capabilities to 4D relighting remains challenging, due primarily to the scarcity of paired 4D relighting tra... read more 
Computer Vision and Pattern Recognition
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