New synthetic datasets enhance machine learning in healthcare while protecting patient privacy.
Tal Baumel, Andre Manoel, Daniel Jones
― 6 min read
Computer Science - Machine Learning
RSSIntroducing FedHide for secure federated learning with privacy preservation.
Hyunsin Park, Sungrack Yun
― 5 min read
XMOL optimizes multiple molecular properties simultaneously, enhancing clarity and efficiency.
Aye Phyu Phyu Aung, Jay Chaudhary, Ji Wei Yoon
― 5 min read
A novel approach improves the accuracy of lithium-ion battery health assessments.
Kate Qi Zhou, Yan Qin, Chau Yuen
― 5 min read
Methods to improve safety in Falcon 11B model for better outputs.
Reda Alami, Ali Khalifa Almansoori, Ahmed Alzubaidi
― 5 min read
Learn about the importance and methods of evaluating image clarity.
Shaode Yu, Ze Chen, Zhimu Yang
― 4 min read
Exploring efficient algorithms for decentralized learning while preserving data privacy.
Sudeep Salgia, Yuejie Chi
― 5 min read
Block-Attention enhances language models by speeding up responses while maintaining accuracy.
East Sun, Yan Wang, Lan Tian
― 5 min read
A new method enhances the automatic detection of speech issues linked to Parkinson's disease.
Yacouba Kaloga, Shakeel A. Sheikh, Ina Kodrasi
― 4 min read
A look at using RL to train agents for maritime cyber security.
Alec Wilson, William Holmes, Ryan Menzies
― 5 min read
New methods enhance detection of quick, small optical events with improved efficiency.
Frank Qiu, Joshua Michalenko, Lilian K. Casias
― 7 min read
FedD2P offers a new way for IoT to train models without heavy resources.
S. Kawa Atapour, S. Jamal SeyedMohammadi, S. Mohammad Sheikholeslami
― 5 min read
Learn about the challenges and models in visual question-answering tasks.
Neelabh Sinha, Vinija Jain, Aman Chadha
― 5 min read
New model DyGIS enhances learning from dynamic graphs using informative subgraphs.
Pengfe Jiao, Xinxun Zhang, Mengzhou Gao
― 6 min read
A new approach enhances ASR systems for better classroom communication.
Ahmed Adel Attia, Dorottya Demszky, Tolulope Ogunremi
― 5 min read
Introducing p-dLDS: A fresh approach to understanding complex brain activity amidst noise.
Yenho Chen, Noga Mudrik, Kyle A. Johnsen
― 6 min read
A look at how TTDS improves personalized recommendations using large language models.
Jun Yin, Zhengxin Zeng, Mingzheng Li
― 5 min read
ETAGE improves model performance during testing with new data types.
Afshar Shamsi, Rejisa Becirovic, Ahmadreza Argha
― 5 min read
Leveraging data for better forecasts in collaborative processes.
Daniel Calegari, Andrea Delgado
― 5 min read
Discover new methods to improve language models through balanced learning.
Yi-Lin Tuan, William Yang Wang
― 6 min read
Exploring Sparse Neural Networks and their performance with challenging training data.
Qiao Xiao, Boqian Wu, Lu Yin
― 7 min read
ProcessTBench enhances LLM capabilities in task planning and process mining.
Andrei Cosmin Redis, Mohammadreza Fani Sani, Bahram Zarrin
― 5 min read
Chile improves its wind energy forecasting for better grid management.
Dhruv Suri, Praneet Dutta, Flora Xue
― 5 min read
Techniques to help machines learn and adapt in dynamic settings.
Panayiotis Panayiotou, Özgür Şimşek
― 6 min read
A look at kernel Kullback-Leibler divergence and its practical applications.
Clémentine Chazal, Anna Korba, Francis Bach
― 6 min read
A new method enhances DNN testing by combining feature selection with uncertainty-based prioritization.
Jialuo Chen, Jingyi Wang, Xiyue Zhang
― 6 min read
A new framework improves learning from structured, noisy data using diffusion principles.
Qitian Wu, David Wipf, Junchi Yan
― 6 min read
New method enhances product defect detection in manufacturing using deep learning.
Altaf Allah Abbassi, Houssem Ben Braiek, Foutse Khomh
― 6 min read
Amoeboid cells use pseudopods to make movement decisions based on chemical signals.
Albert Alonso, Julius B. Kirkegaard, Robert G. Endres
― 7 min read
A new approach enhances prediction speed and accuracy in various fields.
Conor Heins, Hao Wu, Dimitrije Markovic
― 6 min read
Exploring deep learning techniques for continuous time series data analysis.
Mansura Habiba, Barak A. Pearlmutter, Mehrdad Maleki
― 5 min read
New method improves clustering for large datasets using Stochastic Quantization.
Anton Kozyriev, Vladimir Norkin
― 5 min read
Introducing S-STE, a novel approach to improve sparse neural network training efficiency.
Yuezhou Hu, Jun Zhu, Jianfei Chen
― 5 min read
Learn how PQC strengthens federated learning against quantum threats.
Pingzhi Li, Tianlong Chen, Junyu Liu
― 6 min read
A new technique offers improved blood pressure readings using PPG data.
Soumitra Kundu, Gargi Panda, Saumik Bhattacharya
― 5 min read
New model improves real-time speaker detection and efficiency in communication.
Arnav Kundu, Yanzi Jin, Mohammad Sekhavat
― 5 min read
Innovative approach utilizes deep learning to uncover characteristics of non-transiting planets.
Chen Chen, Lingkai Kong, Gongjie Li
― 8 min read
A new approach enhances accuracy in forecasting solar flares.
Anli Ji, Chetraj Pandey, Berkay Aydin
― 6 min read
A new method offers efficient solutions for integral equations using neural networks.
Alireza Afzal Aghaei, Mahdi Movahedian Moghaddam, Kourosh Parand
― 6 min read
SGFormer simplifies graph learning for efficiency and scalability.
Qitian Wu, Kai Yang, Hengrui Zhang
― 6 min read