Artificial Intelligence Medical Compendium

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

Showing 49,971 to 49,980 of 224,814 articles

Wrivinder: Towards Spatial Intelligence for Geo-locating Ground Images onto Satellite Imagery

arXiv Feb 16, 2026
Aligning ground-level imagery with geo-registered satellite maps is crucial for mapping, navigation, and situational awareness, yet remains challenging under large viewpoint gaps or when GPS is unreliable. We introduce Wrivinder, a zero-shot, geometr... read more 
Computer Vision and Pattern Recognition

Activation-Space Uncertainty Quantification for Pretrained Networks

arXiv Feb 16, 2026
Reliable uncertainty estimates are crucial for deploying pretrained models; yet, many strong methods for quantifying uncertainty require retraining, Monte Carlo sampling, or expensive second-order computations and may alter a frozen backbone's predic... read more 
Machine Learning cs.LG

PAct: Part-Decomposed Single-View Articulated Object Generation

arXiv Feb 16, 2026
Articulated objects are central to interactive 3D applications, including embodied AI, robotics, and VR/AR, where functional part decomposition and kinematic motion are essential. Yet producing high-fidelity articulated assets remains difficult to sc... read more 
Computer Vision and Pattern Recognition cs.RO

ThermEval: A Structured Benchmark for Evaluation of Vision-Language Models on Thermal Imagery

arXiv Feb 16, 2026
Vision language models (VLMs) achieve strong performance on RGB imagery, but they do not generalize to thermal images. Thermal sensing plays a critical role in settings where visible light fails, including nighttime surveillance, search and rescue, a... read more 
Computer Vision and Pattern Recognition cs.AI cs.LG

Efficient Sampling with Discrete Diffusion Models: Sharp and Adaptive Guarantees

arXiv Feb 16, 2026
Diffusion models over discrete spaces have recently shown striking empirical success, yet their theoretical foundations remain incomplete. In this paper, we study the sampling efficiency of score-based discrete diffusion models under a continuous-tim... read more 
Machine Learning cs.IT math.ST stat.ML

Cold-Start Personalization via Training-Free Priors from Structured World Models

arXiv Feb 16, 2026
Cold-start personalization requires inferring user preferences through interaction when no user-specific historical data is available. The core challenge is a routing problem: each task admits dozens of preference dimensions, yet individual users car... read more 
Computation and Language cs.AI cs.LG

Image Generation with a Sphere Encoder

arXiv Feb 16, 2026
We introduce the Sphere Encoder, an efficient generative framework capable of producing images in a single forward pass and competing with many-step diffusion models using fewer than five steps. Our approach works by learning an encoder that maps nat... read more 
Computer Vision and Pattern Recognition

Near-Optimal Sample Complexity for Online Constrained MDPs

arXiv Feb 16, 2026
Safety is a fundamental challenge in reinforcement learning (RL), particularly in real-world applications such as autonomous driving, robotics, and healthcare. To address this, Constrained Markov Decision Processes (CMDPs) are commonly used to enforc... read more 
Machine Learning stat.ML

StrokeNeXt: A Siamese-encoder Approach for Brain Stroke Classification in Computed Tomography Imagery

arXiv Feb 16, 2026
We present StrokeNeXt, a model for stroke classification in 2D Computed Tomography (CT) images. StrokeNeXt employs a dual-branch design with two ConvNeXt encoders, whose features are fused through a lightweight convolutional decoder based on stacked ... read more 
Image and Video Processing cs.AI cs.CV cs.LG

Zero-shot HOI Detection with MLLM-based Detector-agnostic Interaction Recognition

arXiv Feb 16, 2026
Zero-shot Human-object interaction (HOI) detection aims to locate humans and objects in images and recognize their interactions. While advances in open-vocabulary object detection provide promising solutions for object localization, interaction recog... read more 
Computer Vision and Pattern Recognition
Popular Topics
Recent Journals