COVID-19

COVID-19

Latest AI and machine learning research in covid-19 for healthcare professionals.

6,831 articles

Infectious-Disease Subcategories: Bacterial Infection COVID-19 Flu & URI Fungal Infection Hepatitis HIV/AIDS Public Health STDs Vaccines

Showing 3424-3444 of 6,831 articles

Seg2Any: Open-set Segmentation-Mask-to-Image Generation with Precise Shape and Semantic Control

Despite recent advances in diffusion models, top-tier text-to-image (T2I) models still struggle to...

May 2025 http://arxiv.org/abs/2506.00596v1

Towards Graph-Based Privacy-Preserving Federated Learning: ModelNet -- A ResNet-based Model Classification Dataset

Federated Learning (FL) has emerged as a powerful paradigm for training machine learning models ac...

May 2025 http://arxiv.org/abs/2506.00476v1

Efficient Endangered Deer Species Monitoring with UAV Aerial Imagery and Deep Learning

This paper examines the use of Unmanned Aerial Vehicles (UAVs) and deep learning for detecting end...

May 2025 http://arxiv.org/abs/2506.00164v1

TumorGen: Boundary-Aware Tumor-Mask Synthesis with Rectified Flow Matching

Tumor data synthesis offers a promising solution to the shortage of annotated medical datasets. Ho...

May 2025 http://arxiv.org/abs/2505.24687v1

Methylomes Reveal Recent Evolutionary Changes in Populations of Two Plant Species.

Plant DNA methylation changes occur hundreds to thousands of times faster than DNA mutations and can...

May 2025 40408446

Combining Deep Architectures for Information Gain estimation and Reinforcement Learning for multiagent field exploration

Precision agriculture requires efficient autonomous systems for crop monitoring, where agents must...

May 2025 http://arxiv.org/abs/2505.23865v1

Score-based Generative Modeling for Conditional Independence Testing

Determining conditional independence (CI) relationships between random variables is a fundamental ...

May 2025 http://arxiv.org/abs/2505.23309v1

DeepRTE: Pre-trained Attention-based Neural Network for Radiative Tranfer

In this paper, we propose a novel neural network approach, termed DeepRTE, to address the steady-s...

May 2025 http://arxiv.org/abs/2505.23190v2

MMGT: Motion Mask Guided Two-Stage Network for Co-Speech Gesture Video Generation

Co-Speech Gesture Video Generation aims to generate vivid speech videos from audio-driven still im...

May 2025 http://arxiv.org/abs/2505.23120v1

Second Opinion Matters: Towards Adaptive Clinical AI via the Consensus of Expert Model Ensemble

Despite the growing clinical adoption of large language models (LLMs), current approaches heavily ...

May 2025 http://arxiv.org/abs/2505.23075v1

StarBASE-GP: Biologically-Guided Automated Machine Learning for Genotype-to-Phenotype Association Analysis

We present the Star-Based Automated Single-locus and Epistasis analysis tool - Genetic Programming...

May 2025 http://arxiv.org/abs/2505.22746v1

Spectral Survival Analysis

Survival analysis is widely deployed in a diverse set of fields, including healthcare, business, e...

May 2025 http://arxiv.org/abs/2505.22641v1

Understanding Adversarial Training with Energy-based Models

We aim at using Energy-based Model (EBM) framework to better understand adversarial training (AT) ...

May 2025 http://arxiv.org/abs/2505.22486v1

Hypothesis Testing in Imaging Inverse Problems

This paper proposes a framework for semantic hypothesis testing tailored to imaging inverse proble...

May 2025 http://arxiv.org/abs/2505.22481v1

Adapting Segment Anything Model for Power Transmission Corridor Hazard Segmentation

Power transmission corridor hazard segmentation (PTCHS) aims to separate transmission equipment an...

May 2025 http://arxiv.org/abs/2505.22105v1

Concentrate on Weakness: Mining Hard Prototypes for Few-Shot Medical Image Segmentation

Few-Shot Medical Image Segmentation (FSMIS) has been widely used to train a model that can perform...

May 2025 http://arxiv.org/abs/2505.21897v1

Recent advances in antibody optimization based on deep learning methods.

Antibodies currently comprise the predominant treatment modality for a variety of diseases; therefor...

May 2025 40436639

A Reinforcement-Learning-Enhanced LLM Framework for Automated A/B Testing in Personalized Marketing

For personalized marketing, a new challenge of how to effectively algorithm the A/B testing to max...

May 2025 http://arxiv.org/abs/2506.06316v1

PrivATE: Differentially Private Confidence Intervals for Average Treatment Effects

The average treatment effect (ATE) is widely used to evaluate the effectiveness of drugs and other...

May 2025 http://arxiv.org/abs/2505.21641v1

InstGenIE: Generative Image Editing Made Efficient with Mask-aware Caching and Scheduling

Generative image editing using diffusion models has become a prevalent application in today's AI c...

May 2025 http://arxiv.org/abs/2505.20600v1

Accurate Prediction of Open-Circuit Voltages of Lithium-Ion Batteries via Delta Learning.

Accurate prediction of lithium-ion battery capacity before material synthesis is crucial for acceler...

May 2025 40372942

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