Artificial Intelligence Medical Compendium

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

Showing 47,261 to 47,270 of 224,199 articles

SF3D-RGB: Scene Flow Estimation from Monocular Camera and Sparse LiDAR

arXiv Feb 25, 2026
Scene flow estimation is an extremely important task in computer vision to support the perception of dynamic changes in the scene. For robust scene flow, learning-based approaches have recently achieved impressive results using either image-based or ... read more 
Computer Vision and Pattern Recognition

Learning spatially adaptive sparsity level maps for arbitrary convolutional dictionaries

arXiv Feb 25, 2026
State-of-the-art learned reconstruction methods often rely on black-box modules that, despite their strong performance, raise questions about their interpretability and robustness. Here, we build on a recently proposed image reconstruction method, wh... read more 
Image and Video Processing cs.CV cs.LG math.OC

Innovative Tooth Segmentation Using Hierarchical Features and Bidirectional Sequence Modeling

arXiv Feb 25, 2026
Tooth image segmentation is a cornerstone of dental digitization. However, traditional image encoders relying on fixed-resolution feature maps often lead to discontinuous segmentation and poor discrimination between target regions and background, due... read more 
Computer Vision and Pattern Recognition

TranX-Adapter: Bridging Artifacts and Semantics within MLLMs for Robust AI-generated Image Detection

arXiv Feb 25, 2026
Rapid advances in AI-generated image (AIGI) technology enable highly realistic synthesis, threatening public information integrity and security. Recent studies have demonstrated that incorporating texture-level artifact features alongside semantic fe... read more 
Computer Vision and Pattern Recognition

Private and Robust Contribution Evaluation in Federated Learning

arXiv Feb 25, 2026
Cross-silo federated learning allows multiple organizations to collaboratively train machine learning models without sharing raw data, but client updates can still leak sensitive information through inference attacks. Secure aggregation protects priv... read more 
Cryptography and Security cs.GT cs.LG

SigVLP: Sigmoid Volume-Language Pre-Training for Self-Supervised CT-Volume Adaptive Representation Learning

arXiv Feb 25, 2026
Large-scale, volumetric medical imaging datasets typically aggregate scans from different vendors and devices, resulting in highly variable resolution, slice thicknesses, and numbers of slices per study. Consequently, training representation models u... read more 
Computer Vision and Pattern Recognition

Structure-to-Image: Zero-Shot Depth Estimation in Colonoscopy via High-Fidelity Sim-to-Real Adaptation

arXiv Feb 25, 2026
Monocular depth estimation (MDE) for colonoscopy is hampered by the domain gap between simulated and real-world images. Existing image-to-image translation methods, which use depth as a posterior constraint, often produce structural distortions and s... read more 
Computer Vision and Pattern Recognition

Accelerating Diffusion via Hybrid Data-Pipeline Parallelism Based on Conditional Guidance Scheduling

arXiv Feb 25, 2026
Diffusion models have achieved remarkable progress in high-fidelity image, video, and audio generation, yet inference remains computationally expensive. Nevertheless, current diffusion acceleration methods based on distributed parallelism suffer from... read more 
Computer Vision and Pattern Recognition

From Statics to Dynamics: Physics-Aware Image Editing with Latent Transition Priors

arXiv Feb 25, 2026
Instruction-based image editing has achieved remarkable success in semantic alignment, yet state-of-the-art models frequently fail to render physically plausible results when editing involves complex causal dynamics, such as refraction or material de... read more 
Computer Vision and Pattern Recognition

XStreamVGGT: Extremely Memory-Efficient Streaming Vision Geometry Grounded Transformer with KV Cache Compression

arXiv Feb 25, 2026
Learning-based 3D visual geometry models have significantly advanced with the advent of large-scale transformers. Among these, StreamVGGT leverages frame-wise causal attention to deliver robust and efficient streaming 3D reconstruction. However, it s... read more 
Computer Vision and Pattern Recognition
Popular Topics
Recent Journals