Artificial Intelligence Medical Compendium

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

Showing 46,691 to 46,700 of 224,199 articles

SUPERGLASSES: Benchmarking Vision Language Models as Intelligent Agents for AI Smart Glasses

arXiv Feb 26, 2026
The rapid advancement of AI-powered smart glasses, one of the hottest wearable devices, has unlocked new frontiers for multimodal interaction, with Visual Question Answering (VQA) over external knowledge sources emerging as a core application. Existi... read more 
Computer Vision and Pattern Recognition cs.AI

No Caption, No Problem: Caption-Free Membership Inference via Model-Fitted Embeddings

arXiv Feb 26, 2026
Latent diffusion models have achieved remarkable success in high-fidelity text-to-image generation, but their tendency to memorize training data raises critical privacy and intellectual property concerns. Membership inference attacks (MIAs) provide a... read more 
Computer Vision and Pattern Recognition cs.CR

GFRRN: Explore the Gaps in Single Image Reflection Removal

arXiv Feb 26, 2026
Prior dual-stream methods with the feature interaction mechanism have achieved remarkable performance in single image reflection removal (SIRR). However, they often struggle with (1) semantic understanding gap between the features of pre-trained mode... read more 
Computer Vision and Pattern Recognition

GFRRN: Explore the Gaps in Single Image Reflection Removal

arXiv Feb 26, 2026
Prior dual-stream methods with the feature interaction mechanism have achieved remarkable performance in single image reflection removal (SIRR). However, they often struggle with (1) semantic understanding gap between the features of pre-trained mode... read more 
Computer Vision and Pattern Recognition

UFO-DETR: Frequency-Guided End-to-End Detector for UAV Tiny Objects

arXiv Feb 26, 2026
Small target detection in UAV imagery faces significant challenges such as scale variations, dense distribution, and the dominance of small targets. Existing algorithms rely on manually designed components, and general-purpose detectors are not optim... read more 
Computer Vision and Pattern Recognition

IRSDE-Despeckle: A Physics-Grounded Diffusion Model for Generalizable Ultrasound Despeckling

arXiv Feb 26, 2026
Ultrasound imaging is widely used for real-time, noninvasive diagnosis, but speckle and related artifacts reduce image quality and can hinder interpretation. We present a diffusion-based ultrasound despeckling method built on the Image Restoration St... read more 
Computer Vision and Pattern Recognition

Asymmetric Idiosyncrasies in Multimodal Models

arXiv Feb 26, 2026
In this work, we study idiosyncrasies in the caption models and their downstream impact on text-to-image models. We design a systematic analysis: given either a generated caption or the corresponding image, we train neural networks to predict the ori... read more 
Computer Vision and Pattern Recognition

AMLRIS: Alignment-aware Masked Learning for Referring Image Segmentation

arXiv Feb 26, 2026
Referring Image Segmentation (RIS) aims to segment an object in an image identified by a natural language expression. The paper introduces Alignment-Aware Masked Learning (AML), a training strategy to enhance RIS by explicitly estimating pixel-level ... read more 
Computer Vision and Pattern Recognition cs.AI

Beyond Detection: Multi-Scale Hidden-Code for Natural Image Deepfake Recovery and Factual Retrieval

arXiv Feb 26, 2026
Recent advances in image authenticity have primarily focused on deepfake detection and localization, leaving recovery of tampered contents for factual retrieval relatively underexplored. We propose a unified hidden-code recovery framework that enable... read more 
Computer Vision and Pattern Recognition

SceneTransporter: Optimal Transport-Guided Compositional Latent Diffusion for Single-Image Structured 3D Scene Generation

arXiv Feb 26, 2026
We introduce SceneTransporter, an end-to-end framework for structured 3D scene generation from a single image. While existing methods generate part-level 3D objects, they often fail to organize these parts into distinct instances in open-world scenes... read more 
Computer Vision and Pattern Recognition
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