Exploring how AI stores and uses knowledge for decision-making.
Heng Zhang, Guifei Jiang, Donghui Quan
― 6 min read
Cutting edge science explained simply
Exploring how AI stores and uses knowledge for decision-making.
Heng Zhang, Guifei Jiang, Donghui Quan
― 6 min read
Researchers use machine learning to analyze superconductors and tackle bilayer splitting.
K. H. Bohachov, A. A. Kordyuk
― 6 min read
An overview of Bangla QA systems and their development journey.
Md Iftekhar Islam Tashik, Abdullah Khondoker, Enam Ahmed Taufik
― 8 min read
Discover how HiGDA helps machines recognize images better despite challenges.
Ba Hung Ngo, Doanh C. Bui, Nhat-Tuong Do-Tran
― 8 min read
New techniques are boosting neural network training efficiency and memory management.
Wadjih Bencheikh, Jan Finkbeiner, Emre Neftci
― 8 min read
A new framework helps language models express uncertainty and improve their honesty.
Boyang Xue, Fei Mi, Qi Zhu
― 8 min read
Discover the benefits of SGD-SaI in machine learning training.
Minghao Xu, Lichuan Xiang, Xu Cai
― 7 min read
Reinforcement learning enhances autonomous management of increasing spacecraft in orbit.
Kyle Dunlap, Nathaniel Hamilton, Kerianne L. Hobbs
― 8 min read
Research reveals ways to boost neural networks' defenses in communication systems.
Alireza Furutanpey, Pantelis A. Frangoudis, Patrik Szabo
― 7 min read
The WMT challenge showcases advances in literary machine translation across three language pairs.
Longyue Wang, Siyou Liu, Chenyang Lyu
― 6 min read
NEST helps autonomous vehicles predict movement, enhancing road safety and efficiency.
Chengyue Wang, Haicheng Liao, Bonan Wang
― 7 min read
A new method enhances video predictions, improving efficiency and versatility for various applications.
Efstathios Karypidis, Ioannis Kakogeorgiou, Spyros Gidaris
― 6 min read
A new approach enhances collaboration in Federated Learning while preserving data privacy.
Dipanwita Thakur, Antonella Guzzo, Giancarlo Fortino
― 5 min read
Combining CNNs and attention methods for better image classification performance.
Nikhil Kapila, Julian Glattki, Tejas Rathi
― 7 min read
A new method improves data adaptation between different sources.
Wei Chen, Guo Ye, Yakun Wang
― 6 min read
Scientists use generative modeling to understand protein shapes and functions.
Sai Advaith Maddipatla, Nadav Bojan Sellam, Sanketh Vedula
― 8 min read
A new method enhances how computers interpret text using event-based learning.
Tao Meng, Wei Ai, Jianbin Li
― 6 min read
Learn how data preprocessing affects predictions in machine learning.
Mustafa Cavus, Przemyslaw Biecek
― 7 min read
This report addresses the impact of noisy labels on machine learning models.
Wenxiao Fan, Kan Li
― 6 min read
A fresh approach to enhance instruction-following in language models.
Jiale Cheng, Xiao Liu, Cunxiang Wang
― 6 min read
GCBMs enhance AI interpretability, making machine decisions clearer and more understandable.
Patrick Knab, Katharina Prasse, Sascha Marton
― 7 min read
A new tool speeds up pottery documentation for archaeologists.
Lorenzo Cardarelli
― 7 min read
THESAURUS improves graph clustering by using semantic prototypes and structure.
Bowen Deng, Tong Wang, Lele Fu
― 6 min read
Discover the Fast RFB algorithm and its impact on solving complex optimization problems.
Radu Ioan Bot, Dang-Khoa Nguyen, Chunxiang Zong
― 7 min read
Learn how symmetries can improve machine learning models in recognizing objects.
Andrea Perin, Stephane Deny
― 6 min read
Discover how the Ewens-Pitman model helps understand random group formations.
Claudia Contardi, Emanuele Dolera, Stefano Favaro
― 7 min read
Discover how skip tuning enhances efficiency in vision-language models.
Shihan Wu, Ji Zhang, Pengpeng Zeng
― 7 min read
Discover the role of interpolation in function spaces and its practical applications.
Gilbert J. Groenewald, Sanne ter Horst, Hugo J. Woerdeman
― 7 min read
Learn how graduated optimization improves deep learning techniques.
Naoki Sato, Hideaki Iiduka
― 6 min read
Discover how neural networks transform data analysis in particle physics.
Henning Bahl, Nina Elmer, Luigi Favaro
― 6 min read
A guide to understanding model licensing for machine learning projects.
Moming Duan, Rui Zhao, Linshan Jiang
― 8 min read
GeLoRA simplifies and cuts costs for fine-tuning large language models.
Abdessalam Ed-dib, Zhanibek Datbayev, Amine Mohamed Aboussalah
― 5 min read
Harnessing immense data for cosmic discoveries in radio astronomy.
Simon J. Perkins, Jonathan S. Kenyon, Lexy A. L. Andati
― 5 min read
New technologies improve accuracy in healthcare diagnostic coding, enhancing patient care.
Prajwal Kailas, Max Homilius, Rahul C. Deo
― 7 min read
Learn how Vertical Federated Learning enhances data privacy in collaborative machine learning.
Mengde Han, Tianqing Zhu, Lefeng Zhang
― 7 min read
Learn how language models use in-context learning and face challenges.
Shuo Wang, Issei Sato
― 6 min read
TRAIL enhances federated learning by addressing unreliable clients effectively.
Gangqiang Hu, Jianfeng Lu, Jianmin Han
― 5 min read
Explore how Bayesian Federated Learning combines privacy and fairness in data sharing.
Nour Jamoussi, Giuseppe Serra, Photios A. Stavrou
― 7 min read
SimGRAG transforms how machines interpret our questions using knowledge graphs.
Yuzheng Cai, Zhenyue Guo, Yiwen Pei
― 6 min read
Learn how BENN enhances dimension reduction in data analysis.
Yin Tang, Bing Li
― 6 min read