New insights into average reward TD learning help ensure reliable decision-making.
Ethan Blaser, Shangtong Zhang
― 6 min read
Computer Science - Machine Learning
RSSA 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
Ensemble Kalman Diffusion Guidance offers a fresh approach to solving complex inverse problems.
Hongkai Zheng, Wenda Chu, Austin Wang
― 5 min read
TransEQ merges structure and details for better knowledge representation.
Yu Liu, Shu Yang, Jingtao Ding
― 6 min read
New methods help doctors detect subtle health changes in medical images.
Gautam Gare, Jana Armouti, Nikhil Madaan
― 4 min read
An overview of relaxed Gromov-Wasserstein distances and their applications.
Jannatul Chhoa, Michael Ivanitskiy, Fushuai Jiang
― 6 min read
New methods help robots learn from past and future experiences effectively.
Jianda Chen, Wen Zheng Terence Ng, Zichen Chen
― 6 min read
A new method improves performance by sharing insights between similar tasks.
NR Rahul, Vaibhav Katewa
― 5 min read
A look at how heat and fluids mix using mathematical techniques.
Edward Finkelstein
― 6 min read
A look into how diffusion models generate images through innovative techniques.
Sanchar Palit, Sathya Veera Reddy Dendi, Mallikarjuna Talluri
― 6 min read
A new method enhances CPR signals for better medical response.
Saidul Islam, Jamal Bentahar, Robin Cohen
― 8 min read
Discover how Concept Bottleneck Protein Language Models enhance protein development.
Aya Abdelsalam Ismail, Tuomas Oikarinen, Amy Wang
― 7 min read
Learn how company fundamentals and forecasting influence investment decisions.
Felix Divo, Eric Endress, Kevin Endler
― 6 min read
Learn how quantization helps optimize large language models for everyday use.
Jahid Hasan
― 5 min read
A new method to estimate household electricity consumption using predictive clustering trees.
J. Soenen, A. Yurtman, T. Becker
― 7 min read
Learn how anomaly detection protects sensitive data from threats.
Chaymae El Jabri, Marc Frappier, Pierre-Martin Tardif
― 6 min read
A framework combining structural and semantic information enhances knowledge graph completion.
Qiao Qiao, Yuepei Li, Qing Wang
― 6 min read
Mecoin helps retain memories while learning new information efficiently.
Dong Li, Aijia Zhang, Junqi Gao
― 6 min read
An overview of training vision-language models and their significance.
Clayton Fields, Casey Kennington
― 7 min read
New methods improve pacemaker design and functionality for better heart health.
John Komp, Dananjay Srinivas, Maria Pacheco
― 9 min read