Artificial Intelligence Medical Compendium

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

Showing 63,751 to 63,760 of 230,801 articles

High-fidelity lunar topographic reconstruction across diverse terrain and illumination environments using deep learning

arXiv Jan 14, 2026
Topographic models are essential for characterizing planetary surfaces and for inferring underlying geological processes. Nevertheless, meter-scale topographic data remain limited, which constrains detailed planetary investigations, even for the Moon... read more 
Earth and Planetary Astrophysics cs.LG

Towards Robust Cross-Dataset Object Detection Generalization under Domain Specificity

arXiv Jan 14, 2026
Object detectors often perform well in-distribution, yet degrade sharply on a different benchmark. We study cross-dataset object detection (CD-OD) through a lens of setting specificity. We group benchmarks into setting-agnostic datasets with diverse ... read more 
Computer Vision and Pattern Recognition cs.LG

V-DPM: 4D Video Reconstruction with Dynamic Point Maps

arXiv Jan 14, 2026
Powerful 3D representations such as DUSt3R invariant point maps, which encode 3D shape and camera parameters, have significantly advanced feed forward 3D reconstruction. While point maps assume static scenes, Dynamic Point Maps (DPMs) extend this con... read more 
Computer Vision and Pattern Recognition

Class Adaptive Conformal Training

arXiv Jan 14, 2026
Deep neural networks have achieved remarkable success across a variety of tasks, yet they often suffer from unreliable probability estimates. As a result, they can be overconfident in their predictions. Conformal Prediction (CP) offers a principled f... read more 
Machine Learning cs.CV

GlovEgo-HOI: Bridging the Synthetic-to-Real Gap for Industrial Egocentric Human-Object Interaction Detection

arXiv Jan 14, 2026
Egocentric Human-Object Interaction (EHOI) analysis is crucial for industrial safety, yet the development of robust models is hindered by the scarcity of annotated domain-specific data. We address this challenge by introducing a data generation frame... read more 
Computer Vision and Pattern Recognition

Hot-Start from Pixels: Low-Resolution Visual Tokens for Chinese Language Modeling

arXiv Jan 14, 2026
Large language models typically represent Chinese characters as discrete index-based tokens, largely ignoring their visual form. For logographic scripts, visual structure carries semantic and phonetic information, which may aid prediction. We investi... read more 
Computer Vision and Pattern Recognition cs.AI

Trustworthy Longitudinal Brain MRI Completion: A Deformation-Based Approach with KAN-Enhanced Diffusion Model

arXiv Jan 14, 2026
Longitudinal brain MRI is essential for lifespan study, yet high attrition rates often lead to missing data, complicating analysis. Deep generative models have been explored, but most rely solely on image intensity, leading to two key limitations: 1)... read more 
Computer Vision and Pattern Recognition

OpenVoxel: Training-Free Grouping and Captioning Voxels for Open-Vocabulary 3D Scene Understanding

arXiv Jan 14, 2026
We propose OpenVoxel, a training-free algorithm for grouping and captioning sparse voxels for the open-vocabulary 3D scene understanding tasks. Given the sparse voxel rasterization (SVR) model obtained from multi-view images of a 3D scene, our OpenVo... read more 
Computer Vision and Pattern Recognition

Multimodal Signal Processing For Thermo-Visible-Lidar Fusion In Real-time 3D Semantic Mapping

arXiv Jan 14, 2026
In complex environments, autonomous robot navigation and environmental perception pose higher requirements for SLAM technology. This paper presents a novel method for semantically enhancing 3D point cloud maps with thermal information. By first perfo... read more 
Robotics cs.CV

Show, don't tell -- Providing Visual Error Feedback for Handwritten Documents

arXiv Jan 14, 2026
Handwriting remains an essential skill, particularly in education. Therefore, providing visual feedback on handwritten documents is an important but understudied area. We outline the many challenges when going from an image of handwritten input to co... read more 
Computer Vision and Pattern Recognition cs.CL
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