Artificial Intelligence Medical Compendium

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

Showing 24,811 to 24,820 of 217,472 articles

HQ-UNet: A Hybrid Quantum-Classical U-Net with a Quantum Bottleneck for Remote Sensing Image Segmentation

arXiv Apr 29, 2026
Semantic segmentation in remote sensing is commonly addressed using classical deep learning architectures such as U-Net, which require a large number of parameters to model complex spatial relationships. Quantum machine learning (QML) provides an alt... read more 
Computer Vision and Pattern Recognition

AttriBE: Quantifying Attribute Expressivity in Body Embeddings for Recognition and Identification

arXiv Apr 29, 2026
Person re-identification (ReID) systems that match individuals across images or video frames are essential in many real-world applications. However, existing methods are often influenced by attributes such as gender, pose, and body mass index (BMI), ... read more 
Computer Vision and Pattern Recognition

VTBench: A Multimodal Framework for Time-Series Classification with Chart-Based Representations

arXiv Apr 29, 2026
Time-series classification (TSC) has advanced significantly with deep learning, yet most models rely solely on raw numerical inputs, overlooking alternative representations. While texture-based encodings such as Gramian Angular Fields (GAF) and Recur... read more 
Computer Vision and Pattern Recognition cs.LG

OptimusKG: Unifying biomedical knowledge in a modern multimodal graph

arXiv Apr 29, 2026
Biomedical knowledge graphs (KGs) are widely used in the life sciences, yet many are derived from unstructured documents and therefore lack schema-level constrains, whereas graphs assembled from structured resources are difficult to harmonize into a ... read more 
Artificial Intelligence

AdvDMD: Adversarial Reward Meets DMD For High-Quality Few-Step Generation

arXiv Apr 29, 2026
Diffusion models offer superior generation quality at the expense of extensive sampling steps. Distillation methods, with Distribution Matching Distillation (DMD) as a popular example, can mitigate this issue, but performance degradation remains pr... read more 
Computer Vision and Pattern Recognition cs.AI

Privacy-Preserving Clothing Classification using Vision Transformer for Thermal Comfort Estimation

arXiv Apr 29, 2026
A privacy-preserving clothing classification scheme is presented to enable secure occupant-centric control (OCC) systems. Although the utilization of camera images for HVAC control has been widely studied to optimize thermal comfort, privacy protecti... read more 
Computer Vision and Pattern Recognition cs.CR

FASH-iCNN: Making Editorial Fashion Identity Inspectable Through Multimodal CNN Probing

arXiv Apr 29, 2026
Fashion AI systems routinely encode the aesthetic logic of specific houses, editors, and historical moments without disclosing it. We present FASH-iCNN, a multimodal system trained on 87,547 Vogue runway images across 15 fashion houses spanning 1991-... read more 
Computer Vision and Pattern Recognition cs.HC cs.IR cs.MM

ViBE: Visual-to-M/EEG Brain Encoding via Spatio-Temporal VAE and Distribution-Aligned Projection

arXiv Apr 29, 2026
Brain encoding models not only serve to decipher how visual stimuli are transformed into neural responses, but also represent a critical step toward visual prostheses that restore vision for patients with severe vision disorders. Brain encoding invol... read more 
Computer Vision and Pattern Recognition

Seeking Consensus: Geometric-Semantic On-the-Fly Recalibration for Open-Vocabulary Remote Sensing Semantic Segmentation

arXiv Apr 29, 2026
Open-vocabulary semantic segmentation (OVSS) in remote sensing images is a promising task that employs textual descriptions for identifying undefined land cover categories. Despite notable advances, existing methods typically employ a static inferenc... read more 
Computer Vision and Pattern Recognition cs.AI

DepthPilot: From Controllability to Interpretability in Colonoscopy Video Generation

arXiv Apr 29, 2026
Controllable medical video generation has achieved remarkable progress, but it still lacks interpretability, which requires the alignment of generated contents with physical priors and faithful clinical manifestations. To push the boundaries from mer... read more 
Computer Vision and Pattern Recognition cs.AI
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