Artificial Intelligence Medical Compendium

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

Showing 33,711 to 33,720 of 221,422 articles

Accelerating Training of Autoregressive Video Generation Models via Local Optimization with Representation Continuity

arXiv Apr 8, 2026
Autoregressive models have shown superior performance and efficiency in image generation, but remain constrained by high computational costs and prolonged training times in video generation. In this study, we explore methods to accelerate training fo... read more 
Machine Learning eess.IV

GAN-based Domain Adaptation for Image-aware Layout Generation in Advertising Poster Design

arXiv Apr 8, 2026
Layout plays a crucial role in graphic design and poster generation. Recently, the application of deep learning models for layout generation has gained significant attention. This paper focuses on using a GAN-based model conditioned on images to gene... read more 
Machine Learning eess.IV

FORGE:Fine-grained Multimodal Evaluation for Manufacturing Scenarios

arXiv Apr 8, 2026
The manufacturing sector is increasingly adopting Multimodal Large Language Models (MLLMs) to transition from simple perception to autonomous execution, yet current evaluations fail to reflect the rigorous demands of real-world manufacturing environm... read more 
Computer Vision and Pattern Recognition cs.AI cs.LG

Multimodal Large Language Models for Multi-Subject In-Context Image Generation

arXiv Apr 8, 2026
Recent advances in text-to-image (T2I) generation have enabled visually coherent image synthesis from descriptions, but generating images containing multiple given subjects remains challenging. As the number of reference identities increases, existin... read more 
Machine Learning

An Analysis of Artificial Intelligence Adoption in NIH-Funded Research

arXiv Apr 8, 2026
Understanding the landscape of artificial intelligence (AI) and machine learning (ML) adoption across the National Institutes of Health (NIH) portfolio is critical for research funding strategy, institutional planning, and health policy. The advent o... read more 
Artificial Intelligence cs.CY cs.MA

Personalizing Text-to-Image Generation to Individual Taste

arXiv Apr 8, 2026
Modern text-to-image (T2I) models generate high-fidelity visuals but remain indifferent to individual user preferences. While existing reward models optimize for "average" human appeal, they fail to capture the inherent subjectivity of aesthetic judg... read more 
Computer Vision and Pattern Recognition

SMFD-UNet: Semantic Face Mask Is The Only Thing You Need To Deblur Faces

arXiv Apr 8, 2026
For applications including facial identification, forensic analysis, photographic improvement, and medical imaging diagnostics, facial image deblurring is an essential chore in computer vision allowing the restoration of high-quality images from blur... read more 
Computer Vision and Pattern Recognition eess.IV

Rhizome OS-1: Rhizome's Semi-Autonomous Operating System for Small Molecule Drug Discovery

arXiv Apr 8, 2026
We introduce a semi-autonomous discovery system in which multi-modal AI agents function as a multi-disciplinary discovery team, acting as computational chemists, medicinal chemists, and patent agents, writing and executing analysis code, visually eva... read more 
Artificial Intelligence cs.LG

Validated Synthetic Patient Generation for Small Longitudinal Cohorts: Coagulation Dynamics Across Pregnancy

arXiv Apr 8, 2026
Small longitudinal clinical cohorts, common in maternal health, rare diseases, and early-phase trials, limit computational modeling: too few patients to train reliable models, yet too costly and slow to expand through additional enrollment. We presen... read more 
Machine Learning q-bio.QM

On the Uphill Battle of Image frequency Analysis

arXiv Apr 8, 2026
This work is a follow up on the newly proposed clustering algorithm called The Inverse Square Mean Shift Algorithm. In this paper a special case of algorithm for dealing with non-homogenous data is formulated and the three dimensional Fast Fourier Tr... read more 
Computer Vision and Pattern Recognition
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