A closer look at how optimization algorithms improve machine learning.
Rhys Gould, Hidenori Tanaka
― 6 min read
Computer Science - Machine Learning
RSSLearn how design can enhance neural operators for complex problem-solving.
Vu-Anh Le, Mehmet Dik
― 5 min read
A cost-effective way to assess privacy risks in machine learning models.
Joseph Pollock, Igor Shilov, Euodia Dodd
― 8 min read
Learn how to optimize feature space from graph data.
Wangyang Ying, Haoyue Bai, Kunpeng Liu
― 5 min read
Exploring the complexities of teaching computers with imbalanced data and privacy concerns.
Lucas Rosenblatt, Yuliia Lut, Eitan Turok
― 5 min read
Scientists use neural networks to better predict fluid behavior in various environments.
Lizuo Liu, Tongtong Li, Anne Gelb
― 6 min read
Bio-xLSTM uses advanced models to analyze complex biological sequences for better science.
Niklas Schmidinger, Lisa Schneckenreiter, Philipp Seidl
― 6 min read
Visual-TCAV helps explain AI's image classification by showing important features.
Antonio De Santis, Riccardo Campi, Matteo Bianchi
― 7 min read
A method to help machines learn invisible steps in tasks efficiently.
Duo Xu, Faramarz Fekri
― 6 min read
SurvCORN enhances survival predictions with neural networks for better patient outcomes.
Muhammad Ridzuan, Numan Saeed, Fadillah Adamsyah Maani
― 6 min read
GGFlow improves drug design by efficiently generating new molecular structures.
Xiaoyang Hou, Tian Zhu, Milong Ren
― 5 min read
Online-LoRA helps machines learn and remember in a continuous flow of data.
Xiwen Wei, Guihong Li, Radu Marculescu
― 6 min read
A look at similarity networks to improve fairness in machine learning.
Samira Maghool, Paolo Ceravolo
― 6 min read
Learn strategies to improve model performance on imbalanced datasets.
Mohamed Abdelhamid, Abhyuday Desai
― 7 min read
Exploring how self-driving cars interact with human-driven vehicles for safety.
Ayobami Adewale, Chris Lee, Amnir Hadachi
― 7 min read
A new method improves skin lesion diagnosis accuracy and transparency for doctors.
Cristiano Patrício, Luís F. Teixeira, João C. Neves
― 6 min read
Using retinal images combined with health data improves stroke risk prediction.
Yuqing Huang, Bastian Wittmann, Olga Demler
― 5 min read
A look at how different machine learning models represent information.
Laure Ciernik, Lorenz Linhardt, Marco Morik
― 6 min read
New insights into average reward TD learning help ensure reliable decision-making.
Ethan Blaser, Shangtong Zhang
― 6 min read
A focused approach to rehabilitation that meets individual patient needs for better recovery.
R. James Cotton, Bryant A. Seamon, Richard L. Segal
― 6 min read
Batch effects complicate deep learning's role in histopathology, affecting disease analysis.
Jonah Kömen, Hannah Marienwald, Jonas Dippel
― 6 min read
GapDiff improves molecular generation methods for better drug design.
Peidong Liu, Wenbo Zhang, Xue Zhe
― 7 min read
Learn how convolution helps in blending and filtering signals effectively.
Alejandro Parada-Mayorga, Leopoldo Agorio, Alejandro Ribeiro
― 6 min read
Schools are integrating machine learning to prepare students for a tech-driven future.
Hendrik Krone, Pierre Haritz, Thomas Liebig
― 6 min read
A new method enhances how machines evaluate evidence in fact-checking.
Mubashara Akhtar, Michael Schlichtkrull, Andreas Vlachos
― 5 min read
Annealing Flow offers improved sampling techniques for complex distributions in various fields.
Dongze Wu, Yao Xie
― 7 min read
A new method streamlines material calculations for better and faster results.
Tianbo Li, Min Lin, Stephen Dale
― 5 min read
Hion controllers combine advanced algorithms with practical applications for managing complex systems.
Josue N. Rivera, Dengfeng Sun
― 7 min read
A new approach to finding stable materials for batteries and electronics.
Tri Minh Nguyen, Sherif Abdulkader Tawfik, Truyen Tran
― 6 min read
A new method for detecting deepfakes with a focus on quality.
Wentang Song, Zhiyuan Yan, Yuzhen Lin
― 5 min read
R-JEPA learns to process images like our brains, improving computer vision.
Osvaldo M Velarde, Lucas C Parra
― 7 min read
A unified framework for improving machine learning model explainability.
Beepul Bharti, Paul Yi, Jeremias Sulam
― 6 min read
Using machine learning to study mutation-acyclic quivers with four points.
Kymani T. K. Armstrong-Williams, Edward Hirst, Blake Jackson
― 6 min read
Researchers find ways to make LLMs faster and more accessible for everyone.
Mohsen Dehghankar, Mahdi Erfanian, Abolfazl Asudeh
― 6 min read
ALOE helps AI models learn about new data categories efficiently.
Tian Xie, Jifan Zhang, Haoyue Bai
― 5 min read
A method to enhance Federated Learning by adjusting client contributions for better outcomes.
Mayank Kumar Kundalwal, Anurag Saraswat, Ishan Mishra
― 6 min read
A new approach to generating data using flow matching and Bayesian methods.
Ganchao Wei, Li Ma
― 5 min read
UniTraj offers adaptable solutions for understanding human movement patterns globally.
Yuanshao Zhu, James Jianqiao Yu, Xiangyu Zhao
― 8 min read
Learn how FSL boosts privacy while devices track our activities.
Josue Ndeko, Shaba Shaon, Aubrey Beal
― 6 min read
A new method improves predictions for individualized treatment effectiveness.
Jarne Verhaeghe, Jef Jonkers, Sofie Van Hoecke
― 7 min read