Artificial Intelligence Medical Compendium

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

Showing 39,041 to 39,050 of 223,469 articles

PoseDriver: A Unified Approach to Multi-Category Skeleton Detection for Autonomous Driving

arXiv Mar 24, 2026
Object skeletons offer a concise representation of structural information, capturing essential aspects of posture and orientation that are crucial for autonomous driving applications. However, a unified architecture that simultaneously handles multip... read more 
Computer Vision and Pattern Recognition cs.HC

FDIF: Formula-Driven supervised Learning with Implicit Functions for 3D Medical Image Segmentation

arXiv Mar 24, 2026
Deep learning-based 3D medical image segmentation methods relies on large-scale labeled datasets, yet acquiring such data is difficult due to privacy constraints and the high cost of expert annotation. Formula-Driven Supervised Learning (FDSL) offers... read more 
Computer Vision and Pattern Recognition

Gimbal360: Differentiable Auto-Leveling for Canonicalized $360^\circ$ Panoramic Image Completion

arXiv Mar 24, 2026
Diffusion models excel at 2D outpainting, but extending them to $360^\circ$ panoramic completion from unposed perspective images is challenging due to the geometric and topological mismatch between perspective projections and spherical panoramas. We ... read more 
Computer Vision and Pattern Recognition

GSwap: Realistic Head Swapping with Dynamic Neural Gaussian Field

arXiv Mar 24, 2026
We present GSwap, a novel consistent and realistic video head-swapping system empowered by dynamic neural Gaussian portrait priors, which significantly advances the state of the art in face and head replacement. Unlike previous methods that rely prim... read more 
Computer Vision and Pattern Recognition

Dual Contrastive Network for Few-Shot Remote Sensing Image Scene Classification

arXiv Mar 24, 2026
Few-shot remote sensing image scene classification (FS-RSISC) aims at classifying remote sensing images with only a few labeled samples. The main challenges lie in small inter-class variances and large intra-class variances, which are the inherent pr... read more 
Computer Vision and Pattern Recognition

VoDaSuRe: A Large-Scale Dataset Revealing Domain Shift in Volumetric Super-Resolution

arXiv Mar 24, 2026
Recent advances in volumetric super-resolution (SR) have demonstrated strong performance in medical and scientific imaging, with transformer- and CNN-based approaches achieving impressive results even at extreme scaling factors. In this work, we show... read more 
Computer Vision and Pattern Recognition

DAK-UCB: Diversity-Aware Prompt Routing for LLMs and Generative Models

arXiv Mar 24, 2026
The expansion of generative AI and LLM services underscores the growing need for adaptive mechanisms to select an appropriate available model to respond to a user's prompts. Recent works have proposed offline and online learning formulations to ident... read more 
Machine Learning

SMSP: A Plug-and-Play Strategy of Multi-Scale Perception for MLLMs to Perceive Visual Illusions

arXiv Mar 24, 2026
Recent works have shown that Multimodal Large Language Models (MLLMs) are highly vulnerable to hidden-pattern visual illusions, where the hidden content is imperceptible to models but obvious to humans. This deficiency highlights a perceptual misalig... read more 
Computer Vision and Pattern Recognition cs.MM

Automatic Segmentation of 3D CT scans with SAM2 using a zero-shot approach

arXiv Mar 24, 2026
Foundation models for image segmentation have shown strong generalization in natural images, yet their applicability to 3D medical imaging remains limited. In this work, we study the zero-shot use of Segment Anything Model 2 (SAM2) for automatic segm... read more 
Computer Vision and Pattern Recognition

AgentFoX: LLM Agent-Guided Fusion with eXplainability for AI-Generated Image Detection

arXiv Mar 24, 2026
The increasing realism of AI-Generated Images (AIGI) has created an urgent need for forensic tools capable of reliably distinguishing synthetic content from authentic imagery. Existing detectors are typically tailored to specific forgery artifacts--s... read more 
Computer Vision and Pattern Recognition
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