Public Health & Policy

Work Force

Latest AI and machine learning research in work force for healthcare professionals.

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Showing 1345-1365 of 3,115 articles
Towards Better Alignment: Training Diffusion Models with Reinforcement Learning Against Sparse Rewards

Diffusion models have achieved remarkable success in text-to-image generation. However, their prac...

ForAug: Recombining Foregrounds and Backgrounds to Improve Vision Transformer Training with Bias Mitigation

Transformers, particularly Vision Transformers (ViTs), have achieved state-of-the-art performance ...

Is Limited Participant Diversity Impeding EEG-based Machine Learning?

The application of machine learning (ML) to electroencephalography (EEG) has great potential to ad...

Oasis: One Image is All You Need for Multimodal Instruction Data Synthesis

The success of multi-modal large language models (MLLMs) has been largely attributed to the large-...

Convergence Dynamics and Stabilization Strategies of Co-Evolving Generative Models

The increasing prevalence of synthetic data in training loops has raised concerns about model coll...

Think Before You Segment: High-Quality Reasoning Segmentation with GPT Chain of Thoughts

Reasoning segmentation is a challenging vision-language task that aims to output the segmentation ...

Process-Supervised LLM Recommenders via Flow-guided Tuning

While large language models (LLMs) are increasingly adapted for recommendation systems via supervi...

AnomalyPainter: Vision-Language-Diffusion Synergy for Zero-Shot Realistic and Diverse Industrial Anomaly Synthesis

While existing anomaly synthesis methods have made remarkable progress, achieving both realism and...

Se-HiLo: Noise-Resilient Semantic Communication with High-and-Low Frequency Decomposition

Semantic communication has emerged as a transformative paradigm in next-generation communication s...

Chameleon: On the Scene Diversity and Domain Variety of AI-Generated Videos Detection

Artificial intelligence generated content (AIGC), known as DeepFakes, has emerged as a growing con...

MatchMaker: Automated Asset Generation for Robotic Assembly

Robotic assembly remains a significant challenge due to complexities in visual perception, functio...

Development and Enhancement of Text-to-Image Diffusion Models

This research focuses on the development and enhancement of text-to-image denoising diffusion mode...

PathoPainter: Augmenting Histopathology Segmentation via Tumor-aware Inpainting

Tumor segmentation plays a critical role in histopathology, but it requires costly, fine-grained i...

LION-FS: Fast & Slow Video-Language Thinker as Online Video Assistant

First-person video assistants are highly anticipated to enhance our daily lives through online vid...

Increase Docking Score Screening Power by Simple Fusion With CNNscore.

Scoring functions (SFs) of molecular docking is a vital component of structure-based virtual screeni...

Mar 2025 39981784
Exploring Model Quantization in GenAI-based Image Inpainting and Detection of Arable Plants

Deep learning-based weed control systems often suffer from limited training data diversity and con...

EchoQA: A Large Collection of Instruction Tuning Data for Echocardiogram Reports

We introduce a novel question-answering (QA) dataset using echocardiogram reports sourced from the...

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