Universal precautions

Latest AI and machine learning research in universal precautions for healthcare professionals.

2,998 articles

Diffusion Model-based Data Augmentation Method for Fetal Head Ultrasound Segmentation

Medical image data is less accessible than in other domains due to privacy and regulatory constrai...

Jun 2025 http://arxiv.org/abs/2506.23664v1

MTADiffusion: Mask Text Alignment Diffusion Model for Object Inpainting

Advancements in generative models have enabled image inpainting models to generate content within ...

Jun 2025 http://arxiv.org/abs/2506.23482v1

PathDiff: Histopathology Image Synthesis with Unpaired Text and Mask Conditions

Diffusion-based generative models have shown promise in synthesizing histopathology images to addr...

Jun 2025 http://arxiv.org/abs/2506.23440v1

OmniVCus: Feedforward Subject-driven Video Customization with Multimodal Control Conditions

Existing feedforward subject-driven video customization methods mainly study single-subject scenar...

Jun 2025 http://arxiv.org/abs/2506.23361v1

MedRegion-CT: Region-Focused Multimodal LLM for Comprehensive 3D CT Report Generation

The recent release of RadGenome-Chest CT has significantly advanced CT-based report generation. Ho...

Jun 2025 http://arxiv.org/abs/2506.23102v1

Inpainting is All You Need: A Diffusion-based Augmentation Method for Semi-supervised Medical Image Segmentation

Collecting pixel-level labels for medical datasets can be a laborious and expensive process, and e...

Jun 2025 http://arxiv.org/abs/2506.23038v1

Mask-aware Text-to-Image Retrieval: Referring Expression Segmentation Meets Cross-modal Retrieval

Text-to-image retrieval (TIR) aims to find relevant images based on a textual query, but existing ...

Jun 2025 http://arxiv.org/abs/2506.22864v1

Hierarchical Mask-Enhanced Dual Reconstruction Network for Few-Shot Fine-Grained Image Classification

Few-shot fine-grained image classification (FS-FGIC) presents a significant challenge, requiring m...

Jun 2025 http://arxiv.org/abs/2506.20263v1

Improving wastewater-based epidemiology through strategic placement of samplers

Wastewater-based epidemiology (WBE) is a fast emerging method for passively monitoring diseases in...

Jun 2025 http://arxiv.org/abs/2506.14331v1

Active Adversarial Noise Suppression for Image Forgery Localization

Recent advances in deep learning have significantly propelled the development of image forgery loc...

Jun 2025 http://arxiv.org/abs/2506.12871v1

Edit Flows: Flow Matching with Edit Operations

Autoregressive generative models naturally generate variable-length sequences, while non-autoregre...

Jun 2025 http://arxiv.org/abs/2506.09018v1

MapleGrasp: Mask-guided Feature Pooling for Language-driven Efficient Robotic Grasping

Robotic manipulation of unseen objects via natural language commands remains challenging. Language...

Jun 2025 http://arxiv.org/abs/2506.06535v1

O-MaMa @ EgoExo4D Correspondence Challenge: Learning Object Mask Matching between Egocentric and Exocentric Views

The goal of the correspondence task is to segment specific objects across different views. This te...

Jun 2025 http://arxiv.org/abs/2506.06026v1

Refer to Anything with Vision-Language Prompts

Recent image segmentation models have advanced to segment images into high-quality masks for visua...

Jun 2025 http://arxiv.org/abs/2506.05342v1

VideoMolmo: Spatio-Temporal Grounding Meets Pointing

Spatio-temporal localization is vital for precise interactions across diverse domains, from biolog...

Jun 2025 http://arxiv.org/abs/2506.05336v1

The Latent Space Hypothesis: Toward Universal Medical Representation Learning

Medical data range from genomic sequences and retinal photographs to structured laboratory results...

Jun 2025 http://arxiv.org/abs/2506.04515v1

Robust Neural Rendering in the Wild with Asymmetric Dual 3D Gaussian Splatting

3D reconstruction from in-the-wild images remains a challenging task due to inconsistent lighting ...

Jun 2025 http://arxiv.org/abs/2506.03538v1

Investigating Mask-aware Prototype Learning for Tabular Anomaly Detection

Tabular anomaly detection, which aims at identifying deviant samples, has been crucial in a variet...

Jun 2025 http://arxiv.org/abs/2506.02757v1

RobustSplat: Decoupling Densification and Dynamics for Transient-Free 3DGS

3D Gaussian Splatting (3DGS) has gained significant attention for its real-time, photo-realistic r...

Jun 2025 http://arxiv.org/abs/2506.02751v1

R2SM: Referring and Reasoning for Selective Masks

We introduce a new task, Referring and Reasoning for Selective Masks (R2SM), which extends text-gu...

Jun 2025 http://arxiv.org/abs/2506.01795v1

CLIP-driven rain perception: Adaptive deraining with pattern-aware network routing and mask-guided cross-attention

Existing deraining models process all rainy images within a single network. However, different rai...

Jun 2025 http://arxiv.org/abs/2506.01366v1

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