Artificial Intelligence Medical Compendium

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

Showing 42,651 to 42,660 of 223,853 articles

DynVLA: Learning World Dynamics for Action Reasoning in Autonomous Driving

arXiv Mar 11, 2026
We propose DynVLA, a driving VLA model that introduces a new CoT paradigm termed Dynamics CoT. DynVLA forecasts compact world dynamics before action generation, enabling more informed and physically grounded decision-making. To obtain compact dynamic... read more 
Computer Vision and Pattern Recognition cs.RO

LiTo: Surface Light Field Tokenization

arXiv Mar 11, 2026
We propose a 3D latent representation that jointly models object geometry and view-dependent appearance. Most prior works focus on either reconstructing 3D geometry or predicting view-independent diffuse appearance, and thus struggle to capture reali... read more 
Computer Vision and Pattern Recognition cs.AI cs.GR

Co-Diffusion: An Affinity-Aware Two-Stage Latent Diffusion Framework for Generalizable Drug-Target Affinity Prediction

arXiv Mar 11, 2026
Predicting drug-target affinity is fundamental to virtual screening and lead optimization. However, existing deep models often suffer from representation collapse in stringent cold-start regimes, where the scarcity of labels and domain shifts prevent... read more 
Machine Learning cs.LG

Beyond Barren Plateaus: A Scalable Quantum Convolutional Architecture for High-Fidelity Image Classification

arXiv Mar 11, 2026
While Quantum Convolutional Neural Networks (QCNNs) offer a theoretical paradigm for quantum machine learning, their practical implementation is severely bottlenecked by barren plateaus -- the exponential vanishing of gradients -- and poor empirical ... read more 
Machine Learning

Bridging Behavioral Biometrics and Source Code Stylometry: A Survey of Programmer Attribution

arXiv Mar 11, 2026
Programmer attribution seeks to identify or verify the author of a source code artifact using stylistic, structural, or behavioural characteristics. This problem has been studied across software engineering, security, and digital forensics, resulting... read more 
Software Engineering

Huntington Disease Automatic Speech Recognition with Biomarker Supervision

arXiv Mar 11, 2026
Automatic speech recognition (ASR) for pathological speech remains underexplored, especially for Huntington's disease (HD), where irregular timing, unstable phonation, and articulatory distortion challenge current models. We present a systematic HD-A... read more 
Machine Learning cs.CL cs.SD

GGPT: Geometry Grounded Point Transformer

arXiv Mar 11, 2026
Recent feed-forward networks have achieved remarkable progress in sparse-view 3D reconstruction by predicting dense point maps directly from RGB images. However, they often suffer from geometric inconsistencies and limited fine-grained accuracy due t... read more 
Computer Vision and Pattern Recognition

Evidential learning driven Breast Tumor Segmentation with Stage-divided Vision-Language Interaction

arXiv Mar 11, 2026
Breast cancer is one of the most common causes of death among women worldwide, with millions of fatalities annually. Magnetic Resonance Imaging (MRI) can provide various sequences for characterizing tumor morphology and internal patterns, and becomes... read more 
Computer Vision and Pattern Recognition

Reference-Guided Machine Unlearning

arXiv Mar 11, 2026
Machine unlearning aims to remove the influence of specific data from trained models while preserving general utility. Existing approximate unlearning methods often rely on performance-degradation heuristics, such as loss maximization or random label... read more 
Machine Learning

Frequency-Modulated Visual Restoration for Matryoshka Large Multimodal Models

arXiv Mar 11, 2026
Large Multimodal Models (LMMs) struggle to adapt varying computational budgets due to numerous visual tokens. Previous methods attempted to reduce the number of visual tokens before or within LLMs. However, these strategies inevitably result in the l... read more 
Computer Vision and Pattern Recognition cs.CL
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