A new method offers efficient solutions for integral equations using neural networks.
Alireza Afzal Aghaei, Mahdi Movahedian Moghaddam, Kourosh Parand
― 6 min read
Computer Science - Machine Learning
RSSSGFormer simplifies graph learning for efficiency and scalability.
Qitian Wu, Kai Yang, Hengrui Zhang
― 6 min read
An overview of quantum kernel methods and their impact on machine learning.
Jan Schnabel, Marco Roth
― 6 min read
New method improves sampling efficiency using energy functions.
Dongyeop Woo, Sungsoo Ahn
― 5 min read
Examining factors that influence trust in autonomous vehicles among young adults.
Robert Kaufman, Emi Lee, Manas Satish Bedmutha
― 6 min read
Discover how FastVPINNs improve fluid dynamics modeling using neural networks.
Thivin Anandh, Divij Ghose, Ankit Tyagi
― 6 min read
New methods combine neural networks and finite element techniques to improve fluid flow simulations.
Franziska Griese, Fabian Hoppe, Alexander Rüttgers
― 7 min read
Examining the role of higher-order causality in understanding complex systems.
Jakub Kořenek, Pavel Sanda, Jaroslav Hlinka
― 5 min read
A new method enhances node selection for graph domain adaptation.
Pengyun Wang, Yadi Cao, Chris Russell
― 6 min read
A novel method for controlling double pendulums shows significant improvements in stability and adaptability.
Jean Seong Bjorn Choe, Bumkyu Choi, Jong-kook Kim
― 5 min read
XSub exploits explainable AI to enhance adversarial attacks, raising security concerns.
Kiana Vu, Phung Lai, Truc Nguyen
― 6 min read
A new method improves ECG report creation and question answering using machine learning.
Jialu Tang, Tong Xia, Yuan Lu
― 5 min read
A new framework improves predictions by addressing uncertainty in data.
Dingyi Zhuang, Yuheng Bu, Guang Wang
― 6 min read
A look into microbiomes and their significance in health through metagenomics.
Binghao Yan, Yunbi Nam, Lingyao Li
― 7 min read
A study on the effectiveness of Foundation Models in satellite data analysis.
Raul Ramos-Pollan, Freddie Kalaitzis, Karthick Panner Selvam
― 5 min read
Explore adaptive sampling for better neural network performance with symmetric data.
Berfin Inal, Gabriele Cesa
― 5 min read
MCLRec improves suggestion accuracy by recognizing multiple user interests.
Junshu Huang, Zi Long, Xianghua Fu
― 5 min read
A new approach to signal processing using structured orthogonal dictionaries.
Anirudh Dash, Aditya Siripuram
― 5 min read
A new model enhances geological feature interpretation in seismic data.
Hang Gao, Xinming Wu, Luming Liang
― 7 min read
Exploring quantum computing's role in enhancing anomaly detection for cyber-physical systems.
Tyler Cultice, Md. Saif Hassan Onim, Annarita Giani
― 5 min read
New methods utilize single snapshots for effective turbulence analysis.
Kai Fukami, Kunihiko Taira
― 5 min read
A new framework improves atom representations, enhancing predictions in material science.
Shrimon Mukherjee, Madhusudan Ghosh, Partha Basuchowdhuri
― 8 min read
Analyzing how companies report cyber risks and their effects on financial performance.
Loïc Maréchal, Nathan Monnet
― 5 min read
AAGCN improves how GNNs learn from complex data structures.
Samuel Rey, Madeline Navarro, Victor M. Tenorio
― 5 min read
Exploring methods to manage label noise in Gradient Boosted Decision Trees.
Anita Eisenbürger, Daniel Otten, Anselm Hudde
― 7 min read
A new method aids algorithm selection in time series classification while preserving data privacy.
Lars Böcking, Leopold Müller, Niklas Kühl
― 5 min read
A new framework improves coupon strategies for sellers in online marketplaces.
Jie Yang, Padunna Valappil Krishnaraj Sekhar, Sho Sekine
― 6 min read
A new method predicts DNN performance on various hardware quickly and accurately.
Konstantin Lübeck, Alexander Louis-Ferdinand Jung, Felix Wedlich
― 7 min read
New methods enhance RNA sequence generation and optimization, impacting gene regulation.
Kaixuan Huang, Yukang Yang, Kaidi Fu
― 5 min read
A new method improves large language model alignment with human input.
Ruoyu Wang, Jiachen Sun, Shaowei Hua
― 7 min read
This article examines key factors in preference dataset quality for better reward model training.
Judy Hanwen Shen, Archit Sharma, Jun Qin
― 6 min read
A new method helps models adapt to unexpected real-world data.
Houcheng Su, Mengzhu Wang, Jiao Li
― 5 min read
This article examines bias in TTI systems and the role of embeddings.
Sahil Kuchlous, Marvin Li, Jeffrey G. Wang
― 5 min read
New algorithms improve decision-making with multiple rewards in reinforcement learning.
Harley Wiltzer, Jesse Farebrother, Arthur Gretton
― 5 min read
This article evaluates sentiment and meaning in image captions.
Aleksei Krotov, Alison Tebo, Dylan K. Picart
― 4 min read
A new framework enhances PCB quality control through automated defect detection methods.
Ka Nam Canaan Law, Mingshuo Yu, Lianglei Zhang
― 5 min read
AGDC combines reinforcement learning and self-feedback for better gas leak estimation.
Yiwei Shi, Muning Wen, Qi Zhang
― 5 min read
DFMLU streamlines building machine learning models, making it easier for developers.
Fabi Prezja
― 4 min read
New methods improve data accuracy in wind energy production.
Amandine Pierrot, Pierre Pinson
― 7 min read
A-GFNs use atoms to create new drug-like molecules, improving drug discovery.
Mohit Pandey, Gopeshh Subbaraj, Emmanuel Bengio
― 6 min read