Artificial Intelligence Medical Compendium

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

Showing 39,071 to 39,080 of 223,469 articles

Balancing Safety and Efficiency in Aircraft Health Diagnosis: A Task Decomposition Framework with Heterogeneous Long-Micro Scale Cascading and Knowledge Distillation-based Interpretability

arXiv Mar 24, 2026
Whole-aircraft diagnosis for general aviation faces threefold challenges: data uncertainty, task heterogeneity, and computational inefficiency. Existing end-to-end approaches uniformly model health discrimination and fault characterization, overlooki... read more 
Machine Learning

Group Editing : Edit Multiple Images in One Go

arXiv Mar 24, 2026
In this paper, we tackle the problem of performing consistent and unified modifications across a set of related images. This task is particularly challenging because these images may vary significantly in pose, viewpoint, and spatial layout. Achievin... read more 
Computer Vision and Pattern Recognition

Confidence Calibration under Ambiguous Ground Truth

arXiv Mar 24, 2026
Confidence calibration assumes a unique ground-truth label per input, yet this assumption fails wherever annotators genuinely disagree. Post-hoc calibrators fitted on majority-voted labels, the standard single-label targets used in practice, can appe... read more 
Machine Learning cs.AI

Template-Based Feature Aggregation Network for Industrial Anomaly Detection

arXiv Mar 24, 2026
Industrial anomaly detection plays a crucial role in ensuring product quality control. Therefore, proposing an effective anomaly detection model is of great significance. While existing feature-reconstruction methods have demonstrated excellent perfo... read more 
Computer Vision and Pattern Recognition

ForeSea: AI Forensic Search with Multi-modal Queries for Video Surveillance

arXiv Mar 24, 2026
Despite decades of work, surveillance still struggles to find specific targets across long, multi-camera video. Prior methods -- tracking pipelines, CLIP based models, and VideoRAG -- require heavy manual filtering, capture only shallow attributes, a... read more 
Computer Vision and Pattern Recognition

Designing to Forget: Deep Semi-parametric Models for Unlearning

arXiv Mar 24, 2026
Recent advances in machine unlearning have focused on developing algorithms to remove specific training samples from a trained model. In contrast, we observe that not all models are equally easy to unlearn. Hence, we introduce a family of deep semi-p... read more 
Computer Vision and Pattern Recognition

A Feature Shuffling and Restoration Strategy for Universal Unsupervised Anomaly Detection

arXiv Mar 24, 2026
Unsupervised anomaly detection is vital in industrial fields, with reconstruction-based methods favored for their simplicity and effectiveness. However, reconstruction methods often encounter an identical shortcut issue, where both normal and anomalo... read more 
Computer Vision and Pattern Recognition

Gau-Occ: Geometry-Completed Gaussians for Multi-Modal 3D Occupancy Prediction

arXiv Mar 24, 2026
3D semantic occupancy prediction is crucial for autonomous driving. While multi-modal fusion improves accuracy over vision-only methods, it typically relies on computationally expensive dense voxel or BEV tensors. We present Gau-Occ, a multi-modal fr... read more 
Computer Vision and Pattern Recognition

UniQueR: Unified Query-based Feedforward 3D Reconstruction

arXiv Mar 24, 2026
We present UniQueR, a unified query-based feedforward framework for efficient and accurate 3D reconstruction from unposed images. Existing feedforward models such as DUSt3R, VGGT, and AnySplat typically predict per-pixel point maps or pixel-aligned G... read more 
Computer Vision and Pattern Recognition cs.AI

L-UNet: An LSTM Network for Remote Sensing Image Change Detection

arXiv Mar 24, 2026
Change detection of high-resolution remote sensing images is an important task in earth observation and was extensively investigated. Recently, deep learning has shown to be very successful in plenty of remote sensing tasks. The current deep learning... read more 
Image and Video Processing cs.CV
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