Artificial Intelligence Medical Compendium

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

Showing 32,411 to 32,420 of 221,076 articles

STORM: End-to-End Referring Multi-Object Tracking in Videos

arXiv Apr 12, 2026
Referring multi-object tracking (RMOT) is a task of associating all the objects in a video that semantically match with given textual queries or referring expressions. Existing RMOT approaches decompose object grounding and tracking into separated mo... read more 
Computer Vision and Pattern Recognition cs.AI

The Second Challenge on Real-World Face Restoration at NTIRE 2026: Methods and Results

arXiv Apr 12, 2026
This paper provides a review of the NTIRE 2026 challenge on real-world face restoration, highlighting the proposed solutions and the resulting outcomes. The challenge focuses on generating natural and realistic outputs while maintaining identity cons... read more 
Computer Vision and Pattern Recognition

Differentiable Vector Quantization for Rate-Distortion Optimization of Generative Image Compression

arXiv Apr 12, 2026
The rapid growth of visual data under stringent storage and bandwidth constraints makes extremely low-bitrate image compression increasingly important. While Vector Quantization (VQ) offers strong structural fidelity, existing methods lack a principl... read more 
Computer Vision and Pattern Recognition

Learning 3D Representations for Spatial Intelligence from Unposed Multi-View Images

arXiv Apr 12, 2026
Robust 3D representation learning forms the perceptual foundation of spatial intelligence, enabling downstream tasks in scene understanding and embodied AI. However, learning such representations directly from unposed multi-view images remains challe... read more 
Computer Vision and Pattern Recognition

CoFusion: Multispectral and Hyperspectral Image Fusion via Spectral Coordinate Attention

arXiv Apr 12, 2026
Multispectral and Hyperspectral Image Fusion (MHIF) aims to reconstruct high-resolution images by integrating low-resolution hyperspectral images (LRHSI) and high-resolution multispectral images (HRMSI). However, existing methods face limitations in ... read more 
Computer Vision and Pattern Recognition

Self-supervised Pretraining of Cell Segmentation Models

arXiv Apr 12, 2026
Instance segmentation enables the analysis of spatial and temporal properties of cells in microscopy images by identifying the pixels belonging to each cell. However, progress is constrained by the scarcity of high-quality labeled microscopy datasets... read more 
Computer Vision and Pattern Recognition q-bio.QM

Physics-Informed Synthetic Dataset and Denoising TIE-Reconstructed Phase Maps in Transient Flows Using Deep Learning

arXiv Apr 12, 2026
High-speed quantitative phase imaging enables non-intrusive visualization of transient compressible gas flows and energetic phenomena. However, phase maps reconstructed via the transport of intensity equation (TIE) suffer from spatially correlated lo... read more 
Optics cs.CV physics.comp-ph

Brain-Grasp: Graph-based Saliency Priors for Improved fMRI-based Visual Brain Decoding

arXiv Apr 12, 2026
Recent progress in brain-guided image generation has improved the quality of fMRI-based reconstructions; however, fundamental challenges remain in preserving object-level structure and semantic fidelity. Many existing approaches overlook the spatial ... read more 
Image and Video Processing cs.CV cs.MM

How to Design a Compact High-Throughput Video Camera?

arXiv Apr 12, 2026
High throughput video acquisition is a challenging problem and has been drawing increasing attention. Existing high throughput imaging systems splice hundreds of sub-images/videos into high throughput videos, suffering from extremely high system comp... read more 
Computer Vision and Pattern Recognition

NTIRE 2026 The Second Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results

arXiv Apr 12, 2026
This paper presents an overview of the NTIRE 2026 Second Challenge on Day and Night Raindrop Removal for Dual-Focused Images. Building upon the success of the first edition, this challenge attracted a wide range of impressive solutions, all developed... read more 
Computer Vision and Pattern Recognition
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