Artificial Intelligence Medical Compendium

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

Showing 17,131 to 17,140 of 213,726 articles

SVFSearch: A Multimodal Knowledge-Intensive Benchmark for Short-Video Frame Search in the Gaming Vertical Domain

arXiv May 18, 2026
Multimodal large language models are increasingly used as agent backbones that understand multimodal inputs, plan retrieval actions, invoke external tools, and reason over retrieved information. Yet existing benchmarks rarely evaluate this ability in... read more 
Artificial Intelligence cs.CV cs.LG

SkyNative: A Native Multimodal Framework for Remote Sensing Visual Evidence Reasoning

arXiv May 18, 2026
Remote sensing vision-language models commonly rely on pretrained visual encoders to convert images into semantic features before language-model reasoning. While effective for scene-level understanding, this pipeline may prematurely compress local vi... read more 
Computer Vision and Pattern Recognition

Counting Machine Parts

arXiv May 18, 2026
Counting objects in an image is a task applicable across many domains. For instance, crowd counting, inventory counting, and cell counting have been the focus of recent research. The major challenges in estimating the count of objects include overlap... read more 
Computer Vision and Pattern Recognition

A More Word-like Image Tokenization for MLLMs

arXiv May 18, 2026
Modern multimodal large language models (MLLMs) typically keep the language model fixed and train a visual projector that maps the pixels into a sequence of tokens in its embedding space, so that images can be presented in essentially the same form a... read more 
Computer Vision and Pattern Recognition cs.AI cs.LG

Generation Navigator: A State-Aware Agentic Framework for Image Generation

arXiv May 18, 2026
Despite rapid advances in text-to-image generation, faithfully realizing user intent remains challenging, often requiring manual multi-turn trial and error. To automate this process, existing systems rely on either simple prompt rewriting or closed-l... read more 
Computer Vision and Pattern Recognition

Learning to Balance: Decoupled Siamese Diffusion Transformer for Reference-Based Remote Sensing Image Super-Resolution

arXiv May 18, 2026
Diffusion-based methods demonstrate significant potential for remote sensing image super-resolution at large scaling factors, particularly in reference-based super-resolution (RefSR) where high-resolution reference images provide critical fine-graine... read more 
Computer Vision and Pattern Recognition

See Silhouettes in Motion with Neuromorphic Vision

arXiv May 18, 2026
Quasi-bimodal objects, such as text, road signs, and barcodes, play a basic yet vital role in daily visual communication. By boiling these down to clear silhouettes, binarization uses a minimal language to convey essential vision cues for maximum dow... read more 
Image and Video Processing cs.CV cs.RO

Low Latency Gaze Tracking via Latent Optical Sensing

arXiv May 18, 2026
We present a real-time gaze tracking system that directly acquires task-relevant latent features using a fully passive optical encoder. Instead of forming and processing full-resolution images, our approach leverages a microlens array with a co-desig... read more 
Computer Vision and Pattern Recognition cs.HC

Uncertainty Reliability Under Domain Shift: An Investigation for Data-Driven Blood Pressure Estimation in Photoplethysmography

arXiv May 18, 2026
Uncertainty quantification (UQ) is critical for safety-critical domains like healthcare, yet it is rarely evaluated under realistic out-of-distribution (OOD) conditions. Here, we assessed predictive performance and uncertainty reliability for deep le... read more 
Machine Learning stat.ML

SAS: Semantic-aware Sampling for Generative Dataset Distillation

arXiv May 18, 2026
Deep neural networks have achieved impressive performance across a wide range of tasks, but this success often comes with substantial computational and storage costs due to large-scale training data. Dataset distillation addresses this challenge by c... read more 
Computer Vision and Pattern Recognition cs.AI cs.LG
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