Artificial Intelligence Medical Compendium

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

Showing 36,341 to 36,350 of 223,137 articles

SteerFlow: Steering Rectified Flows for Faithful Inversion-Based Image Editing

arXiv Apr 2, 2026
Recent advances in flow-based generative models have enabled training-free, text-guided image editing by inverting an image into its latent noise and regenerating it under a new target conditional guidance. However, existing methods struggle to prese... read more 
Computer Vision and Pattern Recognition

End-to-End Shared Attention Estimation via Group Detection with Feedback Refinement

arXiv Apr 2, 2026
This paper proposes an end-to-end shared attention estimation method via group detection. Most previous methods estimate shared attention (SA) without detecting the actual group of people focusing on it, or assume that there is a single SA point in a... read more 
Computer Vision and Pattern Recognition

Can Video Diffusion Models Predict Past Frames? Bidirectional Cycle Consistency for Reversible Interpolation

arXiv Apr 2, 2026
Video frame interpolation aims to synthesize realistic intermediate frames between given endpoints while adhering to specific motion semantics. While recent generative models have improved visual fidelity, they predominantly operate in a unidirection... read more 
Computer Vision and Pattern Recognition cs.MM

Moiré Video Authentication: A Physical Signature Against AI Video Generation

arXiv Apr 2, 2026
Recent advances in video generation have made AI-synthesized content increasingly difficult to distinguish from real footage. We propose a physics-based authentication signature that real cameras produce naturally, but that generative models cannot f... read more 
Computer Vision and Pattern Recognition cs.AI cs.MM

Label Shift Estimation With Incremental Prior Update

arXiv Apr 2, 2026
An assumption often made in supervised learning is that the training and testing sets have the same label distribution. However, in real-life scenarios, this assumption rarely holds. For example, medical diagnosis result distributions change over tim... read more 
Machine Learning

LivingWorld: Interactive 4D World Generation with Environmental Dynamics

arXiv Apr 2, 2026
We introduce LivingWorld, an interactive framework for generating 4D worlds with environmental dynamics from a single image. While recent advances in 3D scene generation enable large-scale environment creation, most approaches focus primarily on reco... read more 
Computer Vision and Pattern Recognition

CRIT: Graph-Based Automatic Data Synthesis to Enhance Cross-Modal Multi-Hop Reasoning

arXiv Apr 2, 2026
Real-world reasoning often requires combining information across modalities, connecting textual context with visual cues in a multi-hop process. Yet, most multimodal benchmarks fail to capture this ability: they typically rely on single images or set... read more 
Machine Learning cs.CL

CogPic: A Multimodal Dataset for Early Cognitive Impairment Assessment via Picture Description Tasks

arXiv Apr 2, 2026
The automated evaluation of cognitive status utilizing multimedia technologies presents a promising frontier in early dementia diagnosis. However, the development of robust machine learning models for cognitive impairment detection is frequently hind... read more 
Databases

Automatic Image-Level Morphological Trait Annotation for Organismal Images

arXiv Apr 2, 2026
Morphological traits are physical characteristics of biological organisms that provide vital clues on how organisms interact with their environment. Yet extracting these traits remains a slow, expert-driven process, limiting their use in large-scale ... read more 
Computer Vision and Pattern Recognition cs.AI

NEMESIS: Noise-suppressed Efficient MAE with Enhanced Superpatch Integration Strategy

arXiv Apr 2, 2026
Volumetric CT imaging is essential for clinical diagnosis, yet annotating 3D volumes is expensive and time-consuming, motivating self-supervised learning (SSL) from unlabeled data. However, applying SSL to 3D CT remains challenging due to the high me... read more 
Computer Vision and Pattern Recognition cs.AI
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