Artificial Intelligence Medical Compendium

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

Showing 53,191 to 53,200 of 225,548 articles

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

Decoupling Variance and Scale-Invariant Updates in Adaptive Gradient Descent for Unified Vector and Matrix Optimization

arXiv Feb 6, 2026
Adaptive methods like Adam have become the $\textit{de facto}$ standard for large-scale vector and Euclidean optimization due to their coordinate-wise adaptation with a second-order nature. More recently, matrix-based spectral optimizers like Muon (J... read more 
Machine Learning

A Cycle-Consistent Graph Surrogate for Full-Cycle Left Ventricular Myocardial Biomechanics

arXiv Feb 6, 2026
Image-based patient-specific simulation of left ventricular (LV) mechanics is valuable for understanding cardiac function and supporting clinical intervention planning, but conventional finite-element analysis (FEA) is computationally intensive. Curr... read more 
Machine Learning

Prompt Reinjection: Alleviating Prompt Forgetting in Multimodal Diffusion Transformers

arXiv Feb 6, 2026
Multimodal Diffusion Transformers (MMDiTs) for text-to-image generation maintain separate text and image branches, with bidirectional information flow between text tokens and visual latents throughout denoising. In this setting, we observe a prompt f... read more 
Computer Vision and Pattern Recognition

Reliable Mislabel Detection for Video Capsule Endoscopy Data

arXiv Feb 6, 2026
The classification performance of deep neural networks relies strongly on access to large, accurately annotated datasets. In medical imaging, however, obtaining such datasets is particularly challenging since annotations must be provided by specializ... read more 
Computer Vision and Pattern Recognition cs.LG

From Core to Detail: Unsupervised Disentanglement with Entropy-Ordered Flows

arXiv Feb 6, 2026
Learning unsupervised representations that are both semantically meaningful and stable across runs remains a central challenge in modern representation learning. We introduce entropy-ordered flows (EOFlows), a normalizing-flow framework that orders l... read more 
Machine Learning

CineScene: Implicit 3D as Effective Scene Representation for Cinematic Video Generation

arXiv Feb 6, 2026
Cinematic video production requires control over scene-subject composition and camera movement, but live-action shooting remains costly due to the need for constructing physical sets. To address this, we introduce the task of cinematic video generati... read more 
Computer Vision and Pattern Recognition
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