Artificial Intelligence Medical Compendium

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

Showing 21,821 to 21,830 of 216,627 articles

DINORANKCLIP: DINOv3 Distillation and Injection for Vision-Language Pretraining with High-Order Ranking Consistency

arXiv May 7, 2026
Contrastive language-image pretraining (CLIP) suffers from two structural weaknesses: the symmetric InfoNCE loss discards the relative ordering among unmatched in-batch pairs, and global pooling collapses the visual representation into a semantic bot... read more 
Computer Vision and Pattern Recognition cs.AI cs.LG

LiVeAction: a Lightweight, Versatile, and Asymmetric Neural Codec Design for Real-time Operation

arXiv May 7, 2026
Modern sensors generate rich, high-fidelity data, yet applications operating on wearable or remote sensing devices remain constrained by bandwidth and power budgets. Standardized codecs such as JPEG and MPEG achieve efficient trade-offs between bitra... read more 
Image and Video Processing cs.LG cs.MM eess.AS eess.SP

Concept-Based Abductive and Contrastive Explanations for Behaviors of Vision Models

arXiv May 7, 2026
*Concept-based explanations* offer a promising approach for explaining the predictions of deep neural networks in terms of high-level, human-understandable concepts. However, existing methods either do not establish a causal connection between the co... read more 
Machine Learning cs.AI

GlazyBench: A Benchmark for Ceramic Glaze Property Prediction and Image Generation

arXiv May 7, 2026
Developing ceramic glazes is a costly, time-consuming process of trial and error due to complex chemistry, placing a significant burden on independent artists. While recent advances in multimodal AI offer a modern solution, the field lacks the large-... read more 
Artificial Intelligence cs.CV

Are We Making Progress in Multimodal Domain Generalization? A Comprehensive Benchmark Study

arXiv May 7, 2026
Despite the growing popularity of Multimodal Domain Generalization (MMDG) for enhancing model robustness, it remains unclear whether reported performance gains reflect genuine algorithmic progress or are artifacts of inconsistent evaluation protocols... read more 
Computer Vision and Pattern Recognition cs.AI cs.LG cs.MM

Edge-specific signal propagation on mature chromophore-region 3D mechanism graphs for fluorescent protein quantum-yield prediction

arXiv May 7, 2026
Fluorescent protein quantum yield (QY) is governed by the mature chromophore and its three-dimensional microenvironment rather than sequence identity alone. Protein language models and emission-band averages capture global trends, but do not model ho... read more 
Machine Learning

Relit-LiVE: Relight Video by Jointly Learning Environment Video

arXiv May 7, 2026
Recent advances have shown that large-scale video diffusion models can be repurposed as neural renderers by first decomposing videos into intrinsic scene representations and then performing forward rendering under novel illumination. While promising,... read more 
Computer Vision and Pattern Recognition

BAMI: Training-Free Bias Mitigation in GUI Grounding

arXiv May 7, 2026
GUI grounding is a critical capability for enabling GUI agents to execute tasks such as clicking and dragging. However, in complex scenarios like the ScreenSpot-Pro benchmark, existing models often suffer from suboptimal performance. Utilizing the pr... read more 
Computer Vision and Pattern Recognition cs.AI

ActCam: Zero-Shot Joint Camera and 3D Motion Control for Video Generation

arXiv May 7, 2026
For artistic applications, video generation requires fine-grained control over both performance and cinematography, i.e., the actor's motion and the camera trajectory. We present ActCam, a zero-shot method for video generation that jointly transfers ... read more 
Computer Vision and Pattern Recognition cs.AI cs.LG

Edge Deep Learning in Computer Vision and Medical Diagnostics: A Comprehensive Survey

arXiv May 7, 2026
Edge deep learning, a paradigm change reconciling edge computing and deep learning, facilitates real-time decision making attuned to environmental factors through the close integration of computational resources and data sources. Here we provide a co... read more 
Computer Vision and Pattern Recognition cs.AI
Popular Topics
Recent Journals