Artificial Intelligence Medical Compendium

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

Showing 37,371 to 37,380 of 223,469 articles

GEditBench v2: A Human-Aligned Benchmark for General Image Editing

arXiv Mar 30, 2026
Recent advances in image editing have enabled models to handle complex instructions with impressive realism. However, existing evaluation frameworks lag behind: current benchmarks suffer from narrow task coverage, while standard metrics fail to adequ... read more 
Computer Vision and Pattern Recognition

MarkushGrapher-2: End-to-end Multimodal Recognition of Chemical Structures

arXiv Mar 30, 2026
Automatically extracting chemical structures from documents is essential for the large-scale analysis of the literature in chemistry. Automatic pipelines have been developed to recognize molecules represented either in figures or in text independentl... read more 
Computer Vision and Pattern Recognition

Domain-Invariant Prompt Learning for Vision-Language Models

arXiv Mar 30, 2026
Large pre-trained vision-language models like CLIP have transformed computer vision by aligning images and text in a shared feature space, enabling robust zero-shot transfer via prompting. Soft-prompting, such as Context Optimization (CoOp), effectiv... read more 
Computer Vision and Pattern Recognition cs.AI

Curriculum-Guided Myocardial Scar Segmentation for Ischemic and Non-ischemic Cardiomyopathy

arXiv Mar 30, 2026
Identification and quantification of myocardial scar is important for diagnosis and prognosis of cardiovascular diseases. However, reliable scar segmentation from Late Gadolinium Enhancement Cardiac Magnetic Resonance (LGE-CMR) images remains a chall... read more 
Computer Vision and Pattern Recognition

XSPA: Crafting Imperceptible X-Shaped Sparse Adversarial Perturbations for Transferable Attacks on VLMs

arXiv Mar 30, 2026
Vision-language models (VLMs) rely on a shared visual-textual representation space to perform tasks such as zero-shot classification, image captioning, and visual question answering (VQA). While this shared space enables strong cross-task generalizat... read more 
Computer Vision and Pattern Recognition

ChemCLIP: Bridging Organic and Inorganic Anticancer Compounds Through Contrastive Learning

arXiv Mar 30, 2026
The discovery of anticancer therapeutics has traditionally treated organic small molecules and metal-based coordination complexes as separate chemical domains, limiting knowledge transfer despite their shared biological objectives. This disparity is ... read more 
Machine Learning cs.AI

ORSIFlow: Saliency-Guided Rectified Flow for Optical Remote Sensing Salient Object Detection

arXiv Mar 30, 2026
Optical Remote Sensing Image Salient Object Detection (ORSI-SOD) remains challenging due to complex backgrounds, low contrast, irregular object shapes, and large variations in object scale. Existing discriminative methods directly regress saliency ma... read more 
Computer Vision and Pattern Recognition

Towards a Medical AI Scientist

arXiv Mar 30, 2026
Autonomous systems that generate scientific hypotheses, conduct experiments, and draft manuscripts have recently emerged as a promising paradigm for accelerating discovery. However, existing AI Scientists remain largely domain-agnostic, limiting thei... read more 
Artificial Intelligence cs.LG

Detection of Adversarial Attacks in Robotic Perception

arXiv Mar 30, 2026
Deep Neural Networks (DNNs) achieve strong performance in semantic segmentation for robotic perception but remain vulnerable to adversarial attacks, threatening safety-critical applications. While robustness has been studied for image classification,... read more 
Computer Vision and Pattern Recognition cs.AI cs.CR cs.RO

ELViS: Efficient Visual Similarity from Local Descriptors that Generalizes Across Domains

arXiv Mar 30, 2026
Large-scale instance-level training data is scarce, so models are typically trained on domain-specific datasets. Yet in real-world retrieval, they must handle diverse domains, making generalization to unseen data critical. We introduce ELViS, an imag... read more 
Computer Vision and Pattern Recognition
Popular Topics
Recent Journals