Learn how QCov tests the reliability of Quantum Neural Networks in complex tasks.
Minqi Shao, Jianjun Zhao
― 6 min read
Cutting edge science explained simply
Learn how QCov tests the reliability of Quantum Neural Networks in complex tasks.
Minqi Shao, Jianjun Zhao
― 6 min read
New method enhances prediction reliability for diverse groups in high-stakes scenarios.
Ruijiang Gao, Mingzhang Yin, James McInerney
― 5 min read
Researchers improve protein model training using diverse data and efficient methods.
Xingyi Cheng, Bo Chen, Pan Li
― 5 min read
Machine learning improves fish biochemical analysis with Raman spectroscopy.
Yun Zhou, Gang Chen, Bing Xue
― 6 min read
Study examines performance of LLMs with long context in retrieval tasks.
Quinn Leng, Jacob Portes, Sam Havens
― 5 min read
This paper examines methods to compare generative models through embedding-based representations.
Aranyak Acharyya, Michael W. Trosset, Carey E. Priebe
― 6 min read
Discover how AI Metropolis speeds up and improves agent interactions in simulations.
Zhiqiang Xie, Hao Kang, Ying Sheng
― 6 min read
This study investigates how contrastive learning enhances data grouping through GMMs.
Parikshit Bansal, Ali Kavis, Sujay Sanghavi
― 6 min read
New method improves AI efficiency while maintaining performance.
Razvan-Gabriel Dumitru, Paul-Ioan Clotan, Vikas Yadav
― 6 min read
A closer look at LASER, a new attention method for better machine learning.
Sai Surya Duvvuri, Inderjit S. Dhillon
― 5 min read
This study examines data-driven methods to forecast rice production in Peru.
Rita Rocio Guzman-Lopez, Luis Huamanchumo, Kevin Fernandez
― 5 min read
A new method to identify Trojan backdoors in neural networks.
Todd Huster, Peter Lin, Razvan Stefanescu
― 7 min read
Explore how conditional generative models create tailored data for various applications.
Hanwen Huang
― 5 min read
Discover how new approaches are enhancing computing speed and efficiency.
Julian Büchel, Giacomo Camposampiero, Athanasios Vasilopoulos
― 7 min read
This study compares various forecasting methods for energy prices in Europe.
Alexandru-Victor Andrei, Georg Velev, Filip-Mihai Toma
― 5 min read
K-mers help scientists piece together DNA fragments for better microbial understanding.
Abdulkadir Celikkanat, Andres R. Masegosa, Thomas D. Nielsen
― 6 min read
Discover how computers help in organizing and searching data efficiently.
Omar Salemohamed, Laurent Charlin, Shivam Garg
― 7 min read
Learn how researchers tackle non-cooperative RISs to improve communication security.
George Stamatelis, Panagiotis Gavriilidis, Aymen Fakhreddine
― 6 min read
Topograph offers a fast method for image segmentation while keeping shapes and connections intact.
Laurin Lux, Alexander H. Berger, Alexander Weers
― 4 min read
GNNs are reshaping how we analyze and understand Earth data.
Shan Zhao, Zhaiyu Chen, Zhitong Xiong
― 7 min read
A novel approach to improve efficiency in extreme multi-label classification.
Nasib Ullah, Erik Schultheis, Mike Lasby
― 8 min read
AI models aid city planners in understanding urban heat and improving livability.
Iñigo Delgado-Enales, Joshua Lizundia-Loiola, Patricia Molina-Costa
― 6 min read
Machine learning is reshaping healthcare by improving diagnoses and integrating medical guidelines.
Christel Sirocchi, Muhammad Suffian, Federico Sabbatini
― 15 min read
Discover how technology aids in designing proteins through innovative methods.
Yiheng Zhu, Jialu Wu, Qiuyi Li
― 4 min read
An overview of fairness learning in AI and its implications across sectors.
Jing Li, Yinghua Yao, Yuangang Pan
― 5 min read
Introducing a method to enhance privacy without sacrificing model accuracy.
Tao Huang, Qingyu Huang, Xin Shi
― 7 min read
Learn how merging models can boost performance and save space.
Luca Zhou, Daniele Solombrino, Donato Crisostomi
― 5 min read
Researchers test if transformer models can predict human perceptions of odors.
Farzaneh Taleb, Miguel Vasco, Antônio H. Ribeiro
― 6 min read
Exploring a fresh approach to improve semantic segmentation using compression principles.
Qishuai Wen, Chun-Guang Li
― 6 min read
DA-MoE adapts GNNs for varying graph sizes, improving performance across diverse tasks.
Zelin Yao, Chuang Liu, Xianke Meng
― 6 min read
Exploring the Hierarchical Orchestra of Policies for better learning agents.
Thomas P Cannon, Özgür Simsek
― 7 min read
Introducing FraCOs, a new method for AI agents to learn and adapt efficiently.
Thomas P Cannon, Özgür Simsek
― 8 min read
PV-faultNet offers a smart solution for identifying solar panel defects efficiently.
Eiffat E Zaman, Rahima Khanam
― 8 min read
A new framework enhances predictions and decision-making under uncertainty.
Christopher Yeh, Nicolas Christianson, Alan Wu
― 5 min read
Using satellite imagery to improve understanding of poverty through detailed land use mapping.
Mohammad Kakooei, James Bailie, Albin Söderberg
― 7 min read
A new method to improve training in physics-informed neural networks.
Youngsik Hwang, Dong-Young Lim
― 6 min read
A new framework enhances scheduling efficiency in NUMA systems for faster query processing.
Yeasir Rayhan, Walid G. Aref
― 9 min read
Exploring new ways to combat money laundering through data sharing and machine learning.
Fabrianne Effendi, Anupam Chattopadhyay
― 5 min read
A new approach enhances the effectiveness of deep learning in solving PDEs.
Yesom Park, Changhoon Song, Myungjoo Kang
― 6 min read
Exploring membership inference attacks to protect data privacy in advanced models.
Zhan Li, Yongtao Wu, Yihang Chen
― 6 min read