Computer Science - Machine Learning

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Machine Learning A New Way to Understand Complex Dynamics

Researchers develop a framework to analyze and predict complex systems.

Samuel A. Moore, Brian P. Mann, Boyuan Chen

2025-05-31T03:45:45+00:00 ― 5 min read

Machine Learning Smart Strategies for Choosing the Best Carnival Games

Learn effective methods to find the best rewards at carnival games.

Riccardo Poiani, Marc Jourdan, Emilie Kaufmann

2025-05-31T03:33:45+00:00 ― 4 min read

Machine Learning Advancing PDE Solutions with LE-PDE++

A new method speeds up solving complex equations for real-world applications.

Aoming Liang, Zhaoyang Mu, Qi liu

2025-05-31T03:20:42+00:00 ― 5 min read

High Energy Physics - Phenomenology Advancements in Machine Learning at the LHC

New model eases data analysis for particle collisions, enhancing understanding of physics.

Johann Brehmer, Víctor Bresó, Pim de Haan

2025-05-31T03:19:51+00:00 ― 5 min read

Robotics Building Trust Between Humans and Robots

Learn how robots can better estimate trust in human collaboration.

Resul Dagdanov, Milan Andrejevic, Dikai Liu

2025-05-31T03:07:39+00:00 ― 6 min read

Machine Learning Quasi-Weightless Transformers: A Path to Energy-Efficient AI

QuWeiT transforms AI efficiency by reducing energy use while maintaining performance.

Shashank Nag, Alan T. L. Bacellar, Zachary Susskind

2025-05-31T02:15:27+00:00 ― 7 min read

Machine Learning A New Approach to Evaluating Reinforcement Learning Algorithms

Introducing a reliable method for assessing RL algorithm performance through a gap function.

Caleb Ju, Guanghui Lan

2025-05-31T01:55:44+00:00 ― 5 min read

Optimization and Control R2N: A New Approach to Optimization

R2N offers a flexible method for tackling complex optimization problems efficiently.

Youssef Diouane, Mohamed Laghdaf Habiboullah, Dominique Orban

2025-05-31T01:12:27+00:00 ― 5 min read

Computer Vision and Pattern Recognition Understanding Object-Centric Learning in AI

A look at how machines learn to recognize objects without labels.

Dongwon Kim, Seoyeon Kim, Suha Kwak

2025-05-31T00:44:06+00:00 ― 8 min read

Artificial Intelligence Understanding How Our Brain Handles Working Memory

A look into how our brains manage short-term memory with neural networks.

Xiaoxuan Lei, Takuya Ito, Pouya Bashivan

2025-05-31T00:20:20+00:00 ― 5 min read

Machine Learning Adaptive Event-Triggered Control for Efficient Systems

A new method improves communication and control in complex systems through adaptive learning.

Umer Siddique, Abhinav Sinha, Yongcan Cao

2025-05-30T23:14:28+00:00 ― 5 min read

Computer Vision and Pattern Recognition Harnessing Multi-Modal Language Models for Remote Sensing Analysis

Learn how MLLMs enhance our ability to understand satellite imagery.

Xintian Sun, Benji Peng, Charles Zhang

2025-05-30T22:59:42+00:00 ― 8 min read

Computer Vision and Pattern Recognition Advancements in Image Generation with SEE-DPO

SEE-DPO improves image generation by aligning models with human preferences.

Shivanshu Shekhar, Shreyas Singh, Tong Zhang

2025-05-30T22:46:39+00:00 ― 6 min read

Machine Learning Protecting Sensitive Information in Graph Neural Networks

Research reveals risks of property inference attacks on GNNs and the need for data privacy.

Hanyang Yuan, Jiarong Xu, Renhong Huang

2025-05-30T22:33:36+00:00 ― 12 min read

Optimization and Control Advancements in Distributed Optimization Techniques

New methods enhance distributed optimization while preserving agent data privacy.

Mayank Baranwal, Kushal Chakrabarti

2025-05-30T22:19:19+00:00 ― 5 min read

Artificial Intelligence Aligning AI with Human Values

Finding common ground for AI decision-making among diverse human values.

Parand A. Alamdari, Soroush Ebadian, Ariel D. Procaccia

2025-05-30T22:07:30+00:00 ― 9 min read

Machine Learning Artificial Dopamine: A New Approach to AI Learning

Discover how Artificial Dopamine mimics brain learning to enhance AI.

Jonas Guan, Shon Eduard Verch, Claas Voelcker

2025-05-30T21:02:15+00:00 ― 6 min read

Machine Learning Advancements in High-Speed Flight Vehicle Modeling

Discover new methods improving predictions for high-speed flight vehicles.

Tyler E. Korenyi-Both, Nathan J. Falkiewicz, Matthew C. Jones

2025-05-30T20:49:12+00:00 ― 7 min read

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