Artificial Intelligence Medical Compendium

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

Showing 44,291 to 44,300 of 224,055 articles

Dynamic Chunking Diffusion Transformer

arXiv Mar 6, 2026
Diffusion Transformers process images as fixed-length sequences of tokens produced by a static $\textit{patchify}$ operation. While effective, this design spends uniform compute on low- and high-information regions alike, ignoring that images contain... read more 
Computer Vision and Pattern Recognition cs.AI cs.LG

CLAIRE: Compressed Latent Autoencoder for Industrial Representation and Evaluation -- A Deep Learning Framework for Smart Manufacturing

arXiv Mar 6, 2026
Accurate fault detection in high-dimensional industrial environments remains a major challenge due to the inherent complexity, noise, and redundancy in sensor data. This paper introduces CLAIRE, i.e., a hybrid end-to-end learning framework that integ... read more 
Machine Learning cs.AI eess.SY

Computer vision-based estimation of invertebrate biomass

arXiv Mar 6, 2026
The ability to estimate invertebrate biomass using only images could help scaling up quantitative biodiversity monitoring efforts. Computer vision-based methods have the potential to omit the manual, time-consuming, and destructive process of dry wei... read more 
Computer Vision and Pattern Recognition

OralGPT-Plus: Learning to Use Visual Tools via Reinforcement Learning for Panoramic X-ray Analysis

arXiv Mar 6, 2026
Panoramic dental radiographs require fine-grained spatial reasoning, bilateral symmetry understanding, and multi-step diagnostic verification, yet existing vision-language models operate under a static single-pass paradigm that limits their clinical ... read more 
Computer Vision and Pattern Recognition

Rewis3d: Reconstruction Improves Weakly-Supervised Semantic Segmentation

arXiv Mar 6, 2026
We present Rewis3d, a framework that leverages recent advances in feed-forward 3D reconstruction to significantly improve weakly supervised semantic segmentation on 2D images. Obtaining dense, pixel-level annotations remains a costly bottleneck for t... read more 
Computer Vision and Pattern Recognition

MoEMambaMIL: Structure-Aware Selective State Space Modeling for Whole-Slide Image Analysis

arXiv Mar 6, 2026
Whole-slide image (WSI) analysis is challenging due to the gigapixel scale of slides and their inherent hierarchical multi-resolution structure. Existing multiple instance learning (MIL) approaches often model WSIs as unordered collections of patches... read more 
Computer Vision and Pattern Recognition

Prompt Group-Aware Training for Robust Text-Guided Nuclei Segmentation

arXiv Mar 6, 2026
Foundation models such as Segment Anything Model 3 (SAM3) enable flexible text-guided medical image segmentation, yet their predictions remain highly sensitive to prompt formulation. Even semantically equivalent descriptions can yield inconsistent ma... read more 
Computer Vision and Pattern Recognition cs.AI

REACT++: Efficient Cross-Attention for Real-Time Scene Graph Generation

arXiv Mar 6, 2026
Scene Graph Generation (SGG) is a task that encodes visual relationships between objects in images as graph structures. SGG shows significant promise as a foundational component for downstream tasks, such as reasoning for embodied agents. To enable r... read more 
Computer Vision and Pattern Recognition

DiffInf: Influence-Guided Diffusion for Supervision Alignment in Facial Attribute Learning

arXiv Mar 6, 2026
Facial attribute classification relies on large-scale annotated datasets in which many traits, such as age and expression, are inherently ambiguous and continuous but are discretized into categorical labels. Annotation inconsistencies arise from subj... read more 
Computer Vision and Pattern Recognition

Non-invasive Growth Monitoring of Small Freshwater Fish in Home Aquariums via Stereo Vision

arXiv Mar 6, 2026
Monitoring fish growth behavior provides relevant information about fish health in aquaculture and home aquariums. Yet, monitoring fish sizes poses different challenges, as fish are small and subject to strong refractive distortions in aquarium envir... read more 
Computer Vision and Pattern Recognition
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