Computer Science - Machine Learning

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Quantum Physics Testing Quantum Neural Networks with QCov

Learn how QCov tests the reliability of Quantum Neural Networks in complex tasks.

Minqi Shao, Jianjun Zhao

2025-05-30T19:59:33+00:00 ― 6 min read

Machine Learning Improving Conditional Coverage in Predictive Models

New method enhances prediction reliability for diverse groups in high-stakes scenarios.

Ruijiang Gao, Mingzhang Yin, James McInerney

2025-05-30T19:54:00+00:00 ― 5 min read

Machine Learning Advancements in Protein Language Models Training

Researchers improve protein model training using diverse data and efficient methods.

Xingyi Cheng, Bo Chen, Pan Li

2025-05-30T19:34:40+00:00 ― 5 min read

Machine Learning Advancements in Fish Composition Analysis Using Machine Learning

Machine learning improves fish biochemical analysis with Raman spectroscopy.

Yun Zhou, Gang Chen, Bing Xue

2025-05-30T19:13:55+00:00 ― 6 min read

Machine Learning Evaluating Long Context Models for RAG Tasks

Study examines performance of LLMs with long context in retrieval tasks.

Quinn Leng, Jacob Portes, Sam Havens

2025-05-30T18:51:45+00:00 ― 5 min read

Machine Learning Evaluating Generative Models: A New Approach

This paper examines methods to compare generative models through embedding-based representations.

Aranyak Acharyya, Michael W. Trosset, Carey E. Priebe

2025-05-30T18:31:22+00:00 ― 6 min read

Distributed, Parallel, and Cluster Computing AI Metropolis: Advancing Multi-Agent Simulations

Discover how AI Metropolis speeds up and improves agent interactions in simulations.

Zhiqiang Xie, Hao Kang, Ying Sheng

2025-05-30T18:25:39+00:00 ― 6 min read

Machine Learning Harnessing Contrastive Learning with Gaussian Mixture Models

This study investigates how contrastive learning enhances data grouping through GMMs.

Parikshit Bansal, Ali Kavis, Sujay Sanghavi

2025-05-30T18:12:36+00:00 ― 6 min read

Computation and Language Dynamic Layer Pruning: A Smarter Approach to AI Models

New method improves AI efficiency while maintaining performance.

Razvan-Gabriel Dumitru, Paul-Ioan Clotan, Vikas Yadav

2025-05-30T17:59:33+00:00 ― 6 min read

Machine Learning Improving Computer Learning with LASER Attention Mechanism

A closer look at LASER, a new attention method for better machine learning.

Sai Surya Duvvuri, Inderjit S. Dhillon

2025-05-30T17:20:24+00:00 ― 5 min read

Methodology Predicting Rice Yields in Peru Using Modern Techniques

This study examines data-driven methods to forecast rice production in Peru.

Rita Rocio Guzman-Lopez, Luis Huamanchumo, Kevin Fernandez

2025-05-30T17:08:44+00:00 ― 5 min read

Machine Learning Detecting Hidden Threats in AI Models

A new method to identify Trojan backdoors in neural networks.

Todd Huster, Peter Lin, Razvan Stefanescu

2025-05-30T16:02:06+00:00 ― 7 min read

Machine Learning Conditional Generative Models: Shaping Data with Precision

Explore how conditional generative models create tailored data for various applications.

Hanwen Huang

2025-05-30T15:46:06+00:00 ― 5 min read

Machine Learning Advancements in In-Memory Computing and Kernel Approximation

Discover how new approaches are enhancing computing speed and efficiency.

Julian Büchel, Giacomo Camposampiero, Athanasios Vasilopoulos

2025-05-30T15:22:57+00:00 ― 7 min read

Machine Learning Forecasting Energy Prices: A Comparative Study

This study compares various forecasting methods for energy prices in Europe.

Alexandru-Victor Andrei, Georg Velev, Filip-Mihai Toma

2025-05-30T15:09:54+00:00 ― 5 min read

Machine Learning K-mers: Small Pieces, Big Impact in DNA Analysis

K-mers help scientists piece together DNA fragments for better microbial understanding.

Abdulkadir Celikkanat, Andres R. Masegosa, Thomas D. Nielsen

2025-05-30T14:49:00+00:00 ― 6 min read

Machine Learning How Computers Learn to Organize Data

Discover how computers help in organizing and searching data efficiently.

Omar Salemohamed, Laurent Charlin, Shivam Garg

2025-05-30T13:25:30+00:00 ― 7 min read

Networking and Internet Architecture Keeping Wireless Communication Secure with RIS Detection

Learn how researchers tackle non-cooperative RISs to improve communication security.

George Stamatelis, Panagiotis Gavriilidis, Aymen Fakhreddine

2025-05-30T12:46:21+00:00 ― 6 min read

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