Computer Science - Machine Learning

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Computer Vision and Pattern Recognition Topograph: A New Way to Segment Images

Topograph offers a fast method for image segmentation while keeping shapes and connections intact.

Laurin Lux, Alexander H. Berger, Alexander Weers

2025-05-30T12:33:18+00:00 ― 4 min read

Machine Learning Graph Neural Networks Transform Earth Observation

GNNs are reshaping how we analyze and understand Earth data.

Shan Zhao, Zhaiyu Chen, Zhitong Xiong

2025-05-30T12:07:12+00:00 ― 7 min read

Machine Learning Dynamic Sparse Training for Large Label Spaces

A novel approach to improve efficiency in extreme multi-label classification.

Nasib Ullah, Erik Schultheis, Mike Lasby

2025-05-30T11:41:06+00:00 ― 8 min read

Machine Learning Using AI to Tackle Urban Heat Issues

AI models aid city planners in understanding urban heat and improving livability.

Iñigo Delgado-Enales, Joshua Lizundia-Loiola, Patricia Molina-Costa

2025-05-30T11:28:03+00:00 ― 6 min read

Artificial Intelligence The Role of Machine Learning in Modern Healthcare

Machine learning is reshaping healthcare by improving diagnoses and integrating medical guidelines.

Christel Sirocchi, Muhammad Suffian, Federico Sabbatini

2025-05-30T10:35:51+00:00 ― 15 min read

Machine Learning The Intricacies of Protein Folding and Design

Discover how technology aids in designing proteins through innovative methods.

Yiheng Zhu, Jialu Wu, Qiuyi Li

2025-05-30T10:03:20+00:00 ― 4 min read

Machine Learning Ensuring Fairness in AI Decision-Making

An overview of fairness learning in AI and its implications across sectors.

Jing Li, Yinghua Yao, Yuangang Pan

2025-05-30T09:43:39+00:00 ― 5 min read

Machine Learning A New Approach to Privacy in Deep Learning

Introducing a method to enhance privacy without sacrificing model accuracy.

Tao Huang, Qingyu Huang, Xin Shi

2025-05-30T09:17:33+00:00 ― 7 min read

Machine Learning Improving Model Performance Through Merging Techniques

Learn how merging models can boost performance and save space.

Luca Zhou, Daniele Solombrino, Donato Crisostomi

2025-05-30T09:04:30+00:00 ― 5 min read

Machine Learning Can Computers Smell Like Humans?

Researchers test if transformer models can predict human perceptions of odors.

Farzaneh Taleb, Miguel Vasco, Antônio H. Ribeiro

2025-05-30T08:38:24+00:00 ― 6 min read

Computer Vision and Pattern Recognition A New Perspective on Semantic Segmentation

Exploring a fresh approach to improve semantic segmentation using compression principles.

Qishuai Wen, Chun-Guang Li

2025-05-30T08:25:21+00:00 ― 6 min read

Machine Learning Depth Adaptive Mixture of Experts for Graph Neural Networks

DA-MoE adapts GNNs for varying graph sizes, improving performance across diverse tasks.

Zelin Yao, Chuang Liu, Xianke Meng

2025-05-30T08:12:18+00:00 ― 6 min read

Machine Learning Advancing Continuous Learning with HOP

Exploring the Hierarchical Orchestra of Policies for better learning agents.

Thomas P Cannon, Özgür Simsek

2025-05-30T07:33:09+00:00 ― 7 min read

Artificial Intelligence Advancements in AI Learning with FraCOs

Introducing FraCOs, a new method for AI agents to learn and adapt efficiently.

Thomas P Cannon, Özgür Simsek

2025-05-30T07:20:06+00:00 ― 8 min read

Computer Vision and Pattern Recognition Automated Detection of Solar Panel Defects with PV-faultNet

PV-faultNet offers a smart solution for identifying solar panel defects efficiently.

Eiffat E Zaman, Rahima Khanam

2025-05-30T07:07:03+00:00 ― 8 min read

Machine Learning Improving Decision-Making with Reliable Uncertainty Estimates

A new framework enhances predictions and decision-making under uncertainty.

Christopher Yeh, Nicolas Christianson, Alan Wu

2025-05-30T06:27:05+00:00 ― 5 min read

Computer Vision and Pattern Recognition Mapping Human Settlements to Combat Poverty in Africa

Using satellite imagery to improve understanding of poverty through detailed land use mapping.

Mohammad Kakooei, James Bailie, Albin Söderberg

2025-05-30T06:14:51+00:00 ― 7 min read

Machine Learning Enhancing Physics-Informed Neural Networks with DCGD

A new method to improve training in physics-informed neural networks.

Youngsik Hwang, Dong-Young Lim

2025-05-30T06:07:40+00:00 ― 6 min read

Databases Revolutionizing Database Performance in NUMA Systems

A new framework enhances scheduling efficiency in NUMA systems for faster query processing.

Yeasir Rayhan, Walid G. Aref

2025-05-30T06:01:48+00:00 ― 9 min read

Cryptography and Security Fighting Financial Crime with Data Collaboration

Exploring new ways to combat money laundering through data sharing and machine learning.

Fabrianne Effendi, Anupam Chattopadhyay

2025-05-30T05:48:45+00:00 ― 5 min read

Machine Learning Improving Solutions to Partial Differential Equations with Variable Splitting

A new approach enhances the effectiveness of deep learning in solving PDEs.

Yesom Park, Changhoon Song, Myungjoo Kang

2025-05-30T05:43:48+00:00 ― 6 min read

Computer Vision and Pattern Recognition Ensuring Privacy in Large Models: A New Approach

Exploring membership inference attacks to protect data privacy in advanced models.

Zhan Li, Yongtao Wu, Yihang Chen

2025-05-30T05:22:39+00:00 ― 6 min read

Machine Learning Efficient Parameter Estimation with Embed and Emulate

A new approach for faster parameter estimation in complex systems using simulations.

Ruoxi Jiang, Peter Y. Lu, Rebecca Willett

2025-05-30T04:45:02+00:00 ― 6 min read

Databases Simplifying Database Queries with LLMSteer

LLMSteer improves query optimization using language models for faster, simpler data access.

Peter Akioyamen, Zixuan Yi, Ryan Marcus

2025-05-30T04:43:30+00:00 ― 6 min read

Machine Learning Using Satellite Data to Tackle Poverty

Researchers leverage satellite data for better analysis of poverty levels worldwide.

Mohammad Kakooei, Klaudia Solska, Adel Daoud

2025-05-30T04:17:24+00:00 ― 4 min read

Hardware Architecture Advancements in Spiking Neural Networks

New accelerator improves efficiency in spiking neural networks for dynamic data processing.

Deepika Sharma, Shubham Negi, Trishit Dutta

2025-05-30T04:04:21+00:00 ― 6 min read

Numerical Analysis Using Neural Networks to Solve Complex PDEs

Learn how neural networks can tackle partial differential equations effectively.

Joost A. A. Opschoor, Philipp C. Petersen, Christoph Schwab

2025-05-30T03:33:57+00:00 ― 6 min read

Multiagent Systems Improving AI Communication with DroidSpeak

DroidSpeak speeds up interactions between AI agents for better efficiency.

Yuhan Liu, Esha Choukse, Shan Lu

2025-05-30T03:25:12+00:00 ― 6 min read

Machine Learning Addressing Confirmation Bias in Semi-Supervised Learning

A framework to balance pseudo-label learning in machine learning.

Yu Wang, Yuxuan Yin, Peng Li

2025-05-30T03:22:24+00:00 ― 5 min read

Machine Learning Tackling Forgetting in AI with SoTU

A look at continual learning and innovative methods to retain knowledge in AI models.

Kun-Peng Ning, Hai-Jian Ke, Yu-Yang Liu

2025-05-30T02:59:06+00:00 ― 7 min read

Computers and Society Reinforcement Learning and South Africa's Just Transition

How AI can support South Africa's effort for a sustainable future.

Claude Formanek, Callum Rhys Tilbury, Jonathan P. Shock

2025-05-30T02:33:00+00:00 ― 5 min read

Machine Learning Improving Forecast Stability in Supply Chains

A method to enhance stability in forecasts while maintaining accuracy in business planning.

Daan Caljon, Jeff Vercauteren, Simon De Vos

2025-05-30T01:59:46+00:00 ― 6 min read

Computers and Society Machine Learning's Role in Mental Health Care

Exploring the potential of machine learning in improving mental health services.

Soaad Hossain, James Rasalingam, Arhum Waheed

2025-05-30T01:53:51+00:00 ― 6 min read

Machine Learning Advancements in Neural Architecture Search

Innovative methods for improving neural networks with less computing power.

Neal Lawton, Aram Galstyan, Greg Ver Steeg

2025-05-30T01:40:48+00:00 ― 8 min read

Machine Learning Predictive Maintenance: Keeping Machines Running Smoothly

Learn how predictive maintenance prevents equipment failures using synthetic data.

Andrew Thompson, Alexander Sommers, Alicia Russell-Gilbert

2025-05-30T01:27:45+00:00 ― 6 min read

Machine Learning Neural Precision Polarization: A Smarter Approach

Learn how neural precision polarization boosts device efficiency while maintaining accuracy.

Dinithi Jayasuriya, Nastaran Darabi, Maeesha Binte Hashem

2025-05-30T01:01:39+00:00 ― 6 min read

Machine Learning FLEXtime: A New Method for Explaining Time Series Predictions

FLEXtime provides clearer insights into time series data predictions.

Thea Brüsch, Kristoffer K. Wickstrøm, Mikkel N. Schmidt

2025-05-30T00:48:36+00:00 ― 7 min read

Machine Learning Improving Solutions to Partial Differential Equations with DPNO

DPNO enhances the accuracy and efficiency of solving complex PDEs using parallel processing.

Qinglong Ma, Peizhi Zhao, Sen Wang

2025-05-30T00:40:49+00:00 ― 4 min read

Machine Learning Learning from Unnormalized Distributions: Overview and Techniques

This article discusses methods for learning unnormalized distributions using noise-contrastive estimation.

J. Jon Ryu, Abhin Shah, Gregory W. Wornell

2025-05-30T00:37:08+00:00 ― 5 min read

Computer Vision and Pattern Recognition Balancing Stability and Fidelity in Saliency Maps

This research examines the trade-off between stability and fidelity in saliency maps.

Zhuorui Ye, Farzan Farnia

2025-05-30T00:35:33+00:00 ― 4 min read