Artificial Intelligence Medical Compendium

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

Showing 11,071 to 11,080 of 209,934 articles

Can Retrieval Heads See Images? Multimodal Retrieval Heads in Long-Context Vision-Language Models

arXiv May 26, 2026
Large vision-language models increasingly rely on long-context modeling to reason over documents, hour-level videos, and long-horizon agent trajectories, requiring them to locate relevant evidence across interleaved text and images. Prior work has st... read more 
Computer Vision and Pattern Recognition

A Dynamic Programming Framework for Discovering Count and Values of Multilevel Image Thresholding

arXiv May 26, 2026
Multilevel Image thresholding is an important preprocessing algorithm in computer vision applications nowadays. Since most common thresholding methods take the desired count of thresholds as input by the user, thresholding methods that automatically ... read more 
Computer Vision and Pattern Recognition

Gemini Embedding 2: A Native Multimodal Embedding Model from Gemini

arXiv May 26, 2026
We introduce Gemini Embedding 2, a native multimodal embedding model that allows embedding video, audio, image, and text modalities in a unified representation space. We leverage the multimodal capabilities of Gemini to produce embeddings for arbitra... read more 
Computer Vision and Pattern Recognition

PlayClass: Automated Play Behaviour Classification in Poultry

arXiv May 26, 2026
Automated monitoring of animal welfare has largely targeted negative indicators, leaving positive welfare behaviours such as play underexplored. To address this gap, we present PlayClass, a pipeline for play-behaviour classification in poultry from t... read more 
Computer Vision and Pattern Recognition

Normal Guidance is what Attention Needs

arXiv May 26, 2026
We consider training classifiers for 3D medical images using only one binary label for the entire volume rather than a label for each 2D slice. In such weakly supervised settings, can we learn accurate classifiers for slice-level predictions? Attenti... read more 
Machine Learning

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning

arXiv May 26, 2026
Cross-view spatial reasoning remains a weak spot for vision-language models (VLMs): they often reason in language and lose the fine-grained geometry needed for the task. Thinking with images aims to address this by generating an intermediate thinking... read more 
Computer Vision and Pattern Recognition

EdgeFlow: Edge-Map Augmented VLM-Based Flowchart Processing for Industrial Requirements Engineering

arXiv May 26, 2026
Flowcharts are widely used in industrial requirements, but usually remain embedded as static images. Vision Language Models (VLMs) show promise in the conversion of these flowcharts into machine-readable models for RE activities, yet, when directly a... read more 
Software Engineering cs.AI cs.CV

PARE: Pruning and Adaptive Routing for Efficient Video Generation

arXiv May 26, 2026
Video Diffusion Transformers (DiTs) generate high-quality videos but demand substantial compute due to wide blocks, deep architectures, and iterative sampling. Recent methods reduce cost by compressing width, depth, or sampling steps, but typically c... read more 
Computer Vision and Pattern Recognition

Towards Controllable Image Generation through Representation-Conditioned Diffusion Models

arXiv May 26, 2026
Diffusion models have emerged as powerful tools for high-quality image generation and editing, but guiding these models to produce specific outputs remains a challenge. Conventional approaches rely on conditioning mechanisms, such as text prompts or ... read more 
Computer Vision and Pattern Recognition cs.LG

When Eyes Betray AI: Social Gaze Consistency as a Semantic Cue for AI-Generated Image Detection

arXiv May 26, 2026
Recent generative models have largely closed the gap on low-level artifacts - pixel fingerprints, frequency anomalies, upsampling traces - particularly in person-centric and partial-edit settings where the manipulated region is small and surrounded b... read more 
Computer Vision and Pattern Recognition cs.AI
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