Artificial Intelligence Medical Compendium

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

Showing 53,011 to 53,020 of 225,341 articles

Orientation-Robust Latent Motion Trajectory Learning for Annotation-free Cardiac Phase Detection in Fetal Echocardiography

arXiv Feb 6, 2026
Fetal echocardiography is essential for detecting congenital heart disease (CHD), facilitating pregnancy management, optimized delivery planning, and timely postnatal interventions. Among standard imaging planes, the four-chamber (4CH) view provides ... read more 
Image and Video Processing cs.CV

Revisiting Emotions Representation for Recognition in the Wild

arXiv Feb 6, 2026
Facial emotion recognition has been typically cast as a single-label classification problem of one out of six prototypical emotions. However, that is an oversimplification that is unsuitable for representing the multifaceted spectrum of spontaneous e... read more 
Computer Vision and Pattern Recognition cs.HC cs.LG

A Unified Formula for Affine Transformations between Calibrated Cameras

arXiv Feb 6, 2026
In this technical note, we derive a closed-form expression for the affine transformation mapping local image patches between two calibrated views. We show that the transformation is a function of the relative camera pose, the image coordinates, and t... read more 
Computer Vision and Pattern Recognition

RAIGen: Rare Attribute Identification in Text-to-Image Generative Models

arXiv Feb 6, 2026
Text-to-image diffusion models achieve impressive generation quality but inherit and amplify training-data biases, skewing coverage of semantic attributes. Prior work addresses this in two ways. Closed-set approaches mitigate biases in predefined fai... read more 
Computer Vision and Pattern Recognition cs.LG

AEGPO: Adaptive Entropy-Guided Policy Optimization for Diffusion Models

arXiv Feb 6, 2026
Reinforcement learning from human feedback (RLHF) shows promise for aligning diffusion and flow models, yet policy optimization methods such as GRPO suffer from inefficient and static sampling strategies. These methods treat all prompts and denoising... read more 
Machine Learning cs.AI cs.CV

GaussianPOP: Principled Simplification Framework for Compact 3D Gaussian Splatting via Error Quantification

arXiv Feb 6, 2026
Existing 3D Gaussian Splatting simplification methods commonly use importance scores, such as blending weights or sensitivity, to identify redundant Gaussians. However, these scores are not driven by visual error metrics, often leading to suboptimal ... read more 
Computer Vision and Pattern Recognition

Rethinking Multi-Condition DiTs: Eliminating Redundant Attention via Position-Alignment and Keyword-Scoping

arXiv Feb 6, 2026
While modern text-to-image models excel at prompt-based generation, they often lack the fine-grained control necessary for specific user requirements like spatial layouts or subject appearances. Multi-condition control addresses this, yet its integra... read more 
Computer Vision and Pattern Recognition cs.AI cs.MM

AIRS-Bench: a Suite of Tasks for Frontier AI Research Science Agents

arXiv Feb 6, 2026
LLM agents hold significant promise for advancing scientific research. To accelerate this progress, we introduce AIRS-Bench (the AI Research Science Benchmark), a suite of 20 tasks sourced from state-of-the-art machine learning papers. These tasks sp... read more 
Artificial Intelligence

RFDM: Residual Flow Diffusion Model for Efficient Causal Video Editing

arXiv Feb 6, 2026
Instructional video editing applies edits to an input video using only text prompts, enabling intuitive natural-language control. Despite rapid progress, most methods still require fixed-length inputs and substantial compute. Meanwhile, autoregressiv... read more 
Computer Vision and Pattern Recognition

NanoFLUX: Distillation-Driven Compression of Large Text-to-Image Generation Models for Mobile Devices

arXiv Feb 6, 2026
While large-scale text-to-image diffusion models continue to improve in visual quality, their increasing scale has widened the gap between state-of-the-art models and on-device solutions. To address this gap, we introduce NanoFLUX, a 2.4B text-to-ima... read more 
Computer Vision and Pattern Recognition cs.AI
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