Artificial Intelligence Medical Compendium

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

Showing 56,551 to 56,560 of 226,846 articles

A Cross-Domain Graph Learning Protocol for Single-Step Molecular Geometry Refinement

arXiv Jan 30, 2026
Accurate molecular geometries are a prerequisite for reliable quantum-chemical predictions, yet density functional theory (DFT) optimization remains a major bottleneck for high-throughput molecular screening. Here we present GeoOpt-Net, a multi-branc... read more 
Chemical Physics cs.AI physics.atm-clus

OpenVTON-Bench: A Large-Scale High-Resolution Benchmark for Controllable Virtual Try-On Evaluation

arXiv Jan 30, 2026
Recent advances in diffusion models have significantly elevated the visual fidelity of Virtual Try-On (VTON) systems, yet reliable evaluation remains a persistent bottleneck. Traditional metrics struggle to quantify fine-grained texture details and s... read more 
Computer Vision and Pattern Recognition cs.AI

ImgCoT: Compressing Long Chain of Thought into Compact Visual Tokens for Efficient Reasoning of Large Language Model

arXiv Jan 30, 2026
Compressing long chains of thought (CoT) into compact latent tokens is crucial for efficient reasoning with large language models (LLMs). Recent studies employ autoencoders to achieve this by reconstructing textual CoT from latent tokens, thus encodi... read more 
Computer Vision and Pattern Recognition cs.AI

Active Learning-Driven Lightweight YOLOv9: Enhancing Efficiency in Smart Agriculture

arXiv Jan 30, 2026
This study addresses the demand for real-time detection of tomatoes and tomato flowers by agricultural robots deployed on edge devices in greenhouse environments. Under practical imaging conditions, object detection systems often face challenges such... read more 
Image and Video Processing cs.CV

Lingua-SafetyBench: A Benchmark for Safety Evaluation of Multilingual Vision-Language Models

arXiv Jan 30, 2026
Robust safety of vision-language large models (VLLMs) under joint multilingual and multimodal inputs remains underexplored. Existing benchmarks are typically multilingual but text-only, or multimodal but monolingual. Recent multilingual multimodal re... read more 
Computer Vision and Pattern Recognition

Beauty and the Beast: Imperceptible Perturbations Against Diffusion-Based Face Swapping via Directional Attribute Editing

arXiv Jan 30, 2026
Diffusion-based face swapping achieves state-of-the-art performance, yet it also exacerbates the potential harm of malicious face swapping to violate portraiture right or undermine personal reputation. This has spurred the development of proactive de... read more 
Computer Vision and Pattern Recognition cs.CR cs.LG

AutoMerge: Search-Based Model Merging Framework for Effective Model Reuse

arXiv Jan 30, 2026
Software reuse has long been recognized as a critical and widely studied topic in software engineering, offering substantial benefits in reducing development costs, improving software quality, and enhancing operational efficiency. This paradigm exten... read more 
Software Engineering

Synthetic Abundance Maps for Unsupervised Super-Resolution of Hyperspectral Remote Sensing Images

arXiv Jan 30, 2026
Hyperspectral single image super-resolution (HS-SISR) aims to enhance the spatial resolution of hyperspectral images to fully exploit their spectral information. While considerable progress has been made in this field, most existing methods are super... read more 
Image and Video Processing cs.GR eess.SP

Is Training Necessary for Anomaly Detection?

arXiv Jan 30, 2026
Current state-of-the-art multi-class unsupervised anomaly detection (MUAD) methods rely on training encoder-decoder models to reconstruct anomaly-free features. We first show these approaches have an inherent fidelity-stability dilemma in how they de... read more 
Computer Vision and Pattern Recognition

Color Matters: Demosaicing-Guided Color Correlation Training for Generalizable AI-Generated Image Detection

arXiv Jan 30, 2026
As realistic AI-generated images threaten digital authenticity, we address the generalization failure of generative artifact-based detectors by exploiting the intrinsic properties of the camera imaging pipeline. Concretely, we investigate color corre... read more 
Computer Vision and Pattern Recognition cs.CR
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