Artificial Intelligence Medical Compendium

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

Showing 42,181 to 42,190 of 223,853 articles

Reference-Free Image Quality Assessment for Virtual Try-On via Human Feedback

arXiv Mar 13, 2026
Given a person image and a garment image, image-based Virtual Try-ON (VTON) synthesizes a try-on image of the person wearing the target garment. As VTON systems become increasingly important in practical applications such as fashion e-commerce, relia... read more 
Computer Vision and Pattern Recognition

L2GTX: From Local to Global Time Series Explanations

arXiv Mar 13, 2026
Deep learning models achieve high accuracy in time series classification, yet understanding their class-level decision behaviour remains challenging. Explanations for time series must respect temporal dependencies and identify patterns that recur acr... read more 
Machine Learning cs.AI

Mitigating Memorization in Text-to-Image Diffusion via Region-Aware Prompt Augmentation and Multimodal Copy Detection

arXiv Mar 13, 2026
State-of-the-art text-to-image diffusion models can produce impressive visuals but may memorize and reproduce training images, creating copyright and privacy risks. Existing prompt perturbations applied at inference time, such as random token inserti... read more 
Computer Vision and Pattern Recognition

Rooftop Wind Field Reconstruction Using Sparse Sensors: From Deterministic to Generative Learning Methods

arXiv Mar 13, 2026
Real-time rooftop wind-speed distribution is important for the safe operation of drones and urban air mobility systems, wind control systems, and rooftop utilization. However, rooftop flows show strong nonlinearity, separation, and cross-direction va... read more 
Computer Vision and Pattern Recognition

Influence Malleability in Linearized Attention: Dual Implications of Non-Convergent NTK Dynamics

arXiv Mar 13, 2026
Understanding the theoretical foundations of attention mechanisms remains challenging due to their complex, non-linear dynamics. This work reveals a fundamental trade-off in the learning dynamics of linearized attention. Using a linearized attention ... read more 
Machine Learning cs.CV math.NA stat.ML

V-Bridge: Bridging Video Generative Priors to Versatile Few-shot Image Restoration

arXiv Mar 13, 2026
Large-scale video generative models are trained on vast and diverse visual data, enabling them to internalize rich structural, semantic, and dynamic priors of the visual world. While these models have demonstrated impressive generative capability, th... read more 
Computer Vision and Pattern Recognition

SldprtNet: A Large-Scale Multimodal Dataset for CAD Generation in Language-Driven 3D Design

arXiv Mar 13, 2026
We introduce SldprtNet, a large-scale dataset comprising over 242,000 industrial parts, designed for semantic-driven CAD modeling, geometric deep learning, and the training and fine-tuning of multimodal models for 3D design. The dataset provides 3D m... read more 
Robotics cs.CV

Panoramic Multimodal Semantic Occupancy Prediction for Quadruped Robots

arXiv Mar 13, 2026
Panoramic imagery provides holistic 360° visual coverage for perception in quadruped robots. However, existing occupancy prediction methods are mainly designed for wheeled autonomous driving and rely heavily on RGB cues, limiting their robustness in ... read more 
Robotics cs.CV eess.IV

NOIR: Neural Operator mapping for Implicit Representations

arXiv Mar 13, 2026
This paper presents NOIR, a framework that reframes core medical imaging tasks as operator learning between continuous function spaces, challenging the prevailing paradigm of discrete grid-based deep learning. Instead of operating on fixed pixel or v... read more 
Computer Vision and Pattern Recognition

Geometry-Guided Camera Motion Understanding in VideoLLMs

arXiv Mar 13, 2026
Camera motion is a fundamental geometric signal that shapes visual perception and cinematic style, yet current video-capable vision-language models (VideoLLMs) rarely represent it explicitly and often fail on fine-grained motion primitives. We addres... read more 
Computer Vision and Pattern Recognition cs.AI
Popular Topics
Recent Journals