Artificial Intelligence Medical Compendium

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

Showing 43,141 to 43,150 of 223,853 articles

HG-Lane: High-Fidelity Generation of Lane Scenes under Adverse Weather and Lighting Conditions without Re-annotation

arXiv Mar 10, 2026
Lane detection is a crucial task in autonomous driving, as it helps ensure the safe operation of vehicles. However, existing datasets such as CULane and TuSimple contain relatively limited data under extreme weather conditions, including rain, snow, ... read more 
Computer Vision and Pattern Recognition

4DEquine: Disentangling Motion and Appearance for 4D Equine Reconstruction from Monocular Video

arXiv Mar 10, 2026
4D reconstruction of equine family (e.g. horses) from monocular video is important for animal welfare. Previous mainstream 4D animal reconstruction methods require joint optimization of motion and appearance over a whole video, which is time-consumin... read more 
Computer Vision and Pattern Recognition

VCR: Variance-Driven Channel Recalibration for Robust Low-Light Enhancement

arXiv Mar 10, 2026
Most sRGB-based LLIE methods suffer from entangled luminance and color, while the HSV color space offers insufficient decoupling at the cost of introducing significant red and black noise artifacts. Recently, the HVI color space has been proposed to ... read more 
Computer Vision and Pattern Recognition

Ego: Embedding-Guided Personalization of Vision-Language Models

arXiv Mar 10, 2026
AI assistants that support humans in daily life are becoming increasingly feasible, driven by the rapid advancements in multimodal language models. A key challenge lies in overcoming the generic nature of these models to deliver personalized experien... read more 
Computer Vision and Pattern Recognition cs.AI

AutoViVQA: A Large-Scale Automatically Constructed Dataset for Vietnamese Visual Question Answering

arXiv Mar 10, 2026
Visual Question Answering (VQA) is a fundamental multimodal task that requires models to jointly understand visual and textual information. Early VQA systems relied heavily on language biases, motivating subsequent work to emphasize visual grounding ... read more 
Computer Vision and Pattern Recognition cs.AI

A Saccade-inspired Approach to Image Classification using Vision Transformer Attention Maps

arXiv Mar 10, 2026
Human vision achieves remarkable perceptual performance while operating under strict metabolic constraints. A key ingredient is the selective attention mechanism, driven by rapid saccadic eye movements that constantly reposition the high-resolution f... read more 
Computer Vision and Pattern Recognition

Context-Nav: Context-Driven Exploration and Viewpoint-Aware 3D Spatial Reasoning for Instance Navigation

arXiv Mar 10, 2026
Text-goal instance navigation (TGIN) asks an agent to resolve a single, free-form description into actions that reach the correct object instance among same-category distractors. We present \textit{Context-Nav} that elevates long, contextual captions... read more 
Computer Vision and Pattern Recognition cs.RO

Streaming Autoregressive Video Generation via Diagonal Distillation

arXiv Mar 10, 2026
Large pretrained diffusion models have significantly enhanced the quality of generated videos, and yet their use in real-time streaming remains limited. Autoregressive models offer a natural framework for sequential frame synthesis but require heavy ... read more 
Computer Vision and Pattern Recognition

Prune Redundancy, Preserve Essence: Vision Token Compression in VLMs via Synergistic Importance-Diversity

arXiv Mar 10, 2026
Vision-language models (VLMs) face significant computational inefficiencies caused by excessive generation of visual tokens. While prior work shows that a large fraction of visual tokens are redundant, existing compression methods struggle to balance... read more 
Computer Vision and Pattern Recognition

Transformer-Based Multi-Region Segmentation and Radiomic Analysis of HR-pQCT Imaging for Osteoporosis Classification

arXiv Mar 10, 2026
Osteoporosis is a skeletal disease typically diagnosed using dual-energy X-ray absorptiometry (DXA), which quantifies areal bone mineral density but overlooks bone microarchitecture and surrounding soft tissues. High-resolution peripheral quantitativ... read more 
Computer Vision and Pattern Recognition
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