Artificial Intelligence Medical Compendium

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

Showing 45,421 to 45,430 of 224,055 articles

Continuous Exposure-Time Modeling for Realistic Atmospheric Turbulence Synthesis

arXiv Mar 2, 2026
Atmospheric turbulence significantly degrades long-range imaging by introducing geometric warping and exposure-time-dependent blur, which adversely affects both visual quality and the performance of high-level vision tasks. Existing methods for synth... read more 
Computer Vision and Pattern Recognition

DOCFORGE-BENCH: A Comprehensive Benchmark for Document Forgery Detection and Analysis

arXiv Mar 2, 2026
We present DOCFORGE-BENCH, the first unified zero-shot benchmark for document forgery detection, evaluating 14 methods across eight datasets spanning text tampering, receipt forgery, and identity document manipulation. Unlike fine-tuning-oriented eva... read more 
Computer Vision and Pattern Recognition

Revisiting Global Token Mixing in Task-Dependent MRI Restoration: Insights from Minimal Gated CNN Baselines

arXiv Mar 2, 2026
Global token mixing, implemented via self-attention or state-space sequence models, has become a popular model design choice for MRI restoration. However, MRI restoration tasks differ substantially in how their degradations vary over image and k-spac... read more 
Image and Video Processing cs.CV

Deepfake Forensics Adapter: A Dual-Stream Network for Generalizable Deepfake Detection

arXiv Mar 2, 2026
The rapid advancement of deepfake generation techniques poses significant threats to public safety and causes societal harm through the creation of highly realistic synthetic facial media. While existing detection methods demonstrate limitations in g... read more 
Computer Vision and Pattern Recognition

VidDoS: Universal Denial-of-Service Attack on Video-based Large Language Models

arXiv Mar 2, 2026
Video-LLMs are increasingly deployed in safety-critical applications but are vulnerable to Energy-Latency Attacks (ELAs) that exhaust computational resources. Current image-centric methods fail because temporal aggregation mechanisms dilute individua... read more 
Computer Vision and Pattern Recognition cs.AI

UltraStar: Semantic-Aware Star Graph Modeling for Echocardiography Navigation

arXiv Mar 2, 2026
Echocardiography is critical for diagnosing cardiovascular diseases, yet the shortage of skilled sonographers hinders timely patient care, due to high operational difficulties. Consequently, research on automated probe navigation has significant clin... read more 
Computer Vision and Pattern Recognition

ATA: Bridging Implicit Reasoning with Attention-Guided and Action-Guided Inference for Vision-Language Action Models

arXiv Mar 2, 2026
Vision-Language-Action (VLA) models rely on current observations, including images, language instructions, and robot states, to predict actions and complete tasks. While accurate visual perception is crucial for precise action prediction and executio... read more 
Computer Vision and Pattern Recognition cs.AI

PhotoBench: Beyond Visual Matching Towards Personalized Intent-Driven Photo Retrieval

arXiv Mar 2, 2026
Personal photo albums are not merely collections of static images but living, ecological archives defined by temporal continuity, social entanglement, and rich metadata, which makes the personalized photo retrieval non-trivial. However, existing retr... read more 
Information Retrieval cs.AI cs.CV cs.MM

OMG-Avatar: One-shot Multi-LOD Gaussian Head Avatar

arXiv Mar 2, 2026
We propose OMG-Avatar, a novel One-shot method that leverages a Multi-LOD (Level-of-Detail) Gaussian representation for animatable 3D head reconstruction from a single image in 0.2s. Our method enables LOD head avatar modeling using a unified model t... read more 
Computer Vision and Pattern Recognition

FACE: A Face-based Autoregressive Representation for High-Fidelity and Efficient Mesh Generation

arXiv Mar 2, 2026
Autoregressive models for 3D mesh generation suffer from a fundamental limitation: they flatten meshes into long vertex-coordinate sequences. This results in prohibitive computational costs, hindering the efficient synthesis of high-fidelity geometry... read more 
Computer Vision and Pattern Recognition
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