Infectious Disease

COVID-19

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

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Towards Fine-grained Interactive Segmentation in Images and Videos

The recent Segment Anything Models (SAMs) have emerged as foundational visual models for general i...

Hierarchical Entropy Disruption for Ransomware Detection: A Computationally-Driven Framework

The rapid evolution of encryption-based threats has rendered conventional detection mechanisms inc...

Towards More Accurate Full-Atom Antibody Co-Design

Antibody co-design represents a critical frontier in drug development, where accurate prediction o...

A Simple yet Effective DDG Predictor is An Unsupervised Antibody Optimizer and Explainer

The proteins that exist today have been optimized over billions of years of natural evolution, dur...

KMT2B-related disorders: expansion of the phenotypic spectrum and long-term efficacy of deep brain stimulation

Heterozygous mutations in KMT2B are associated with an early-onset, progressive, and often complex...

Make the Fastest Faster: Importance Mask for Interactive Volume Visualization using Reconstruction Neural Networks

Visualizing a large-scale volumetric dataset with high resolution is challenging due to the high c...

Delta -- Contrastive Decoding Mitigates Text Hallucinations in Large Language Models

Large language models (LLMs) demonstrate strong capabilities in natural language processing but re...

BodySense: An Expandable and Wearable-Sized Wireless Evaluation Platform for Human Body Communication

Wearable, wirelessly connected sensors have become a common part of daily life and have the potent...

Long-VITA: Scaling Large Multi-modal Models to 1 Million Tokens with Leading Short-Context Accuracy

We introduce Long-VITA, a simple yet effective large multi-modal model for long-context visual-lan...

Realistic Image-to-Image Machine Unlearning via Decoupling and Knowledge Retention

Machine Unlearning allows participants to remove their data from a trained machine learning model ...

A Novel Zero-Touch, Zero-Trust, AI/ML Enablement Framework for IoT Network Security

The IoT facilitates a connected, intelligent, and sustainable society; therefore, it is imperative...

Kronecker Mask and Interpretive Prompts are Language-Action Video Learners

Contrastive language-image pretraining (CLIP) has significantly advanced image-based vision learni...

Proxy Prompt: Endowing SAM and SAM 2 with Auto-Interactive-Prompt for Medical Segmentation

In this paper, we aim to address the unmet demand for automated prompting and enhanced human-model...

Mosaic3D: Foundation Dataset and Model for Open-Vocabulary 3D Segmentation

We tackle open-vocabulary 3D scene understanding by introducing a novel data generation pipeline a...

MATCNN: Infrared and Visible Image Fusion Method Based on Multi-scale CNN with Attention Transformer

While attention-based approaches have shown considerable progress in enhancing image fusion and ad...

ParaSurf: a surface-based deep learning approach for paratope-antigen interaction prediction.

MOTIVATION: Identifying antibody binding sites, is crucial for developing vaccines and therapeutic a...

Feb 2025 39921885
MFP-VTON: Enhancing Mask-Free Person-to-Person Virtual Try-On via Diffusion Transformer

The garment-to-person virtual try-on (VTON) task, which aims to generate fitting images of a perso...

Human-Agent Interaction in Synthetic Social Networks: A Framework for Studying Online Polarization

Online social networks have dramatically altered the landscape of public discourse, creating both ...

Learning Fused State Representations for Control from Multi-View Observations

Multi-View Reinforcement Learning (MVRL) seeks to provide agents with multi-view observations, ena...

Enhancing Environmental Robustness in Few-shot Learning via Conditional Representation Learning

Few-shot learning (FSL) has recently been extensively utilized to overcome the scarcity of trainin...

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