Artificial Intelligence Medical Compendium

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

Showing 55,381 to 55,390 of 226,647 articles

Toward a Machine Bertin: Why Visualization Needs Design Principles for Machine Cognition

arXiv Feb 2, 2026
Visualization's design knowledge-effectiveness rankings, encoding guidelines, color models, preattentive processing rules -- derives from six decades of psychophysical studies of human vision. Yet vision-language models (VLMs) increasingly consume ch... read more 
Human-Computer Interaction cs.AI cs.CV

Preserving Localized Patch Semantics in VLMs

arXiv Feb 2, 2026
Logit Lens has been proposed for visualizing tokens that contribute most to LLM answers. Recently, Logit Lens was also shown to be applicable in autoregressive Vision-Language Models (VLMs), where it illustrates the conceptual content of image tokens... read more 
Computer Vision and Pattern Recognition

InfoTok: Regulating Information Flow for Capacity-Constrained Shared Visual Tokenization in Unified MLLMs

arXiv Feb 2, 2026
Unified multimodal large language models (MLLMs) integrate image understanding and generation in a single framework, with the visual tokenizer acting as the sole interface that maps visual inputs into tokens for downstream tasks. However, existing sh... read more 
Machine Learning cs.AI cs.CV

Combined Flicker-banding and Moire Removal for Screen-Captured Images

arXiv Feb 2, 2026
Capturing display screens with mobile devices has become increasingly common, yet the resulting images often suffer from severe degradations caused by the coexistence of moiré patterns and flicker-banding, leading to significant visual quality degrad... read more 
Computer Vision and Pattern Recognition eess.IV

Multimodal UNcommonsense: From Odd to Ordinary and Ordinary to Odd

arXiv Feb 2, 2026
Commonsense reasoning in multimodal contexts remains a foundational challenge in artificial intelligence. We introduce Multimodal UNcommonsense(MUN), a benchmark designed to evaluate models' ability to handle scenarios that deviate from typical visua... read more 
Computer Vision and Pattern Recognition cs.AI

One-Step Diffusion for Perceptual Image Compression

arXiv Feb 2, 2026
Diffusion-based image compression methods have achieved notable progress, delivering high perceptual quality at low bitrates. However, their practical deployment is hindered by significant inference latency and heavy computational overhead, primarily... read more 
Computer Vision and Pattern Recognition

SGHA-Attack: Semantic-Guided Hierarchical Alignment for Transferable Targeted Attacks on Vision-Language Models

arXiv Feb 2, 2026
Large vision-language models (VLMs) are vulnerable to transfer-based adversarial perturbations, enabling attackers to optimize on surrogate models and manipulate black-box VLM outputs. Prior targeted transfer attacks often overfit surrogate-specific ... read more 
Computer Vision and Pattern Recognition

Visible Light Positioning With Lamé Curve LEDs: A Generic Approach for Camera Pose Estimation

arXiv Feb 2, 2026
Camera-based visible light positioning (VLP) is a promising technique for accurate and low-cost indoor camera pose estimation (CPE). To reduce the number of required light-emitting diodes (LEDs), advanced methods commonly exploit LED shape features f... read more 
Signal Processing cs.CV

HandMCM: Multi-modal Point Cloud-based Correspondence State Space Model for 3D Hand Pose Estimation

arXiv Feb 2, 2026
3D hand pose estimation that involves accurate estimation of 3D human hand keypoint locations is crucial for many human-computer interaction applications such as augmented reality. However, this task poses significant challenges due to self-occlusion... read more 
Computer Vision and Pattern Recognition

Genus-0 Surface Parameterization using Spherical Beltrami Differentials

arXiv Feb 2, 2026
Spherical surface parameterization is a fundamental tool in geometry processing and imaging science. For a genus-0 closed surface, many efficient algorithms can map the surface to the sphere; consequently, a broad class of task-driven genus-0 mapping... read more 
Graphics cs.CV cs.LG math.AG
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