A new framework improves learning efficiency in online continual learning.
Xinrui Wang, Chuanxing Geng, Wenhai Wan
― 5 min read
Cutting edge science explained simply
A new framework improves learning efficiency in online continual learning.
Xinrui Wang, Chuanxing Geng, Wenhai Wan
― 5 min read
Zorro functions provide smooth solutions for enhanced neural network performance.
Matias Roodschild, Jorge Gotay-Sardiñas, Victor A. Jimenez
― 5 min read
A framework using MLP and SVM identifies Android malware effectively.
Safayat Bin Hakim, Muhammad Adil, Kamal Acharya
― 7 min read
A method to efficiently approach complex least squares challenges.
Alex Lavaee
― 5 min read
A look at how o1 models plan actions and their performance across various tasks.
Kevin Wang, Junbo Li, Neel P. Bhatt
― 7 min read
This article examines how training length affects learning rates in LLMs.
Johan Bjorck, Alon Benhaim, Vishrav Chaudhary
― 6 min read
A new method to improve Federated Learning's resilience against data attacks.
Momin Ahmad Khan, Yasra Chandio, Fatima Muhammad Anwar
― 8 min read
Examining the importance of protein-ligand interactions in model predictions.
David Errington, Constantin Schneider, Cédric Bouysset
― 5 min read
A new framework improves data generation across multiple sources using energy-based models.
Shiyu Yuan, Jiali Cui, Hanao Li
― 5 min read
SATA improves the robustness and efficiency of Vision Transformers for image classification tasks.
Nick Nikzad, Yi Liao, Yongsheng Gao
― 4 min read
Introducing counter-current learning as a natural alternative to traditional training methods.
Chia-Hsiang Kao, Bharath Hariharan
― 8 min read
A new method helps robots learn teamwork through human support.
Zhengran Ji, Lingyu Zhang, Paul Sajda
― 6 min read
This method enhances the reliability of language model confidence scores.
Johnathan Xie, Annie S. Chen, Yoonho Lee
― 5 min read
Understanding the complexities of proving data usage in AI training.
Jie Zhang, Debeshee Das, Gautam Kamath
― 7 min read
A new method helps robots learn tasks using online human videos, reducing training needs.
Homanga Bharadhwaj, Debidatta Dwibedi, Abhinav Gupta
― 6 min read
This study explores effective methods for generating synthetic data for language model training.
Yung-Chieh Chan, George Pu, Apaar Shanker
― 12 min read
A new tool improves predictions for chemical reaction yields using AI.
Xiao Hu, Ziqi Chen, Bo Peng
― 8 min read
A new approach enhances forecasting accuracy in time series analysis.
Yu Chen, Marin Biloš, Sarthak Mittal
― 5 min read
Analyzing the effects of pruning methods on GoogLeNet's performance and interpretability.
Jonathan von Rad, Florian Seuffert
― 5 min read
Two new datasets enhance research on drilling operations and safety.
Murshedul Arifeen, Andrei Petrovski, Md Junayed Hasan
― 5 min read
A method to enhance model performance despite incorrect data labels.
Tong Wei, Hao-Tian Li, Chun-Shu Li
― 7 min read
This article explores smooth boosting and its advantages in model training.
Guy Blanc, Alexandre Hayderi, Caleb Koch
― 6 min read
A novel method for adapting time-series data without needing source information.
Yucheng Wang, Peiliang Gong, Min Wu
― 7 min read
Learn how GNNs enhance Remaining Useful Life predictions for industrial equipment.
Yucheng Wang, Min Wu, Xiaoli Li
― 8 min read
DuoGNN enhances graph analysis by separating node interactions for improved performance.
K. Mancini, I. Rekik
― 5 min read
Combining global and local prompts enhances federated learning models while preserving data privacy.
Bikang Pan, Wei Huang, Ye Shi
― 6 min read
A new method enhances Naive Bayes classifier efficiency by estimating variable weights.
Carine Hue, Marc Boullé
― 5 min read
A new model offers insights into job trends while protecting sensitive data.
Zhuoning Guo, Hao Liu, Le Zhang
― 6 min read
Evaluating speech recognition models for autism diagnostic sessions.
Aditya Ashvin, Rimita Lahiri, Aditya Kommineni
― 6 min read
Reinforcement Learning adapts strategies for better financial decision-making.
Yahui Bai, Yuhe Gao, Runzhe Wan
― 5 min read
A new model improves analysis of longitudinal datasets with multiple covariates.
Priscilla Ong, Manuel Haußmann, Otto Lönnroth
― 5 min read
New algorithms improve efficiency in object detection by optimizing NMS processes.
King-Siong Si, Lu Sun, Weizhan Zhang
― 5 min read
A new approach to train AI models while meeting safety standards.
Matteo Francobaldi, Michele Lombardi
― 6 min read
Research uses machine learning to forecast solar active regions and improve safety.
Spiridon Kasapis, Irina N. Kitiashvili, Alexander G. Kosovichev
― 6 min read
A novel approach to improve log-based anomaly detection using transformer models.
Xingfang Wu, Heng Li, Foutse Khomh
― 7 min read
This article discusses enhancing news recommendation systems while respecting journalism values.
Johannes Kruse, Kasper Lindskow, Saikishore Kalloori
― 5 min read
Research explores blending EEG data for improved brain-computer interaction.
Rishan Mehta, Param Rajpura, Yogesh Kumar Meena
― 6 min read
POMONAG improves architecture search with a focus on multiple objectives for better efficiency.
Eugenio Lomurno, Samuele Mariani, Matteo Monti
― 7 min read
Optimizing DNNs with power-of-two quantization for resource-limited devices.
Rappy Saha, Jude Haris, José Cano
― 5 min read
AUCSeg improves segmentation by addressing class imbalance in image processing.
Boyu Han, Qianqian Xu, Zhiyong Yang
― 7 min read