GraphFSA enhances machine learning by applying finite state automata to graph structures.
Florian Grötschla, Joël Mathys, Christoffer Raun
― 7 min read
Computer Science - Artificial Intelligence
RSSBlending text and images for efficient AI training.
Chunting Zhou, Lili Yu, Arun Babu
― 6 min read
Two new methods enhance data augmentation for time series forecasting.
Dona Arabi, Jafar Bakhshaliyev, Ayse Coskuner
― 6 min read
Research assesses how well LLMs generate educational questions for learning.
Yuyan Chen, Chenwei Wu, Songzhou Yan
― 4 min read
Discover how language models enhance personalized recommendation systems.
Anton Korikov, Scott Sanner, Yashar Deldjoo
― 5 min read
Analyzing the role of Reinforcement Learning in transforming financial decision-making.
Nikolaos Pippas, Cagatay Turkay, Elliot A. Ludvig
― 7 min read
An in-depth look at Gated Recurrent Units in sequence learning.
Róbert Csordás, Christopher Potts, Christopher D. Manning
― 6 min read
How labeling AI affects user acceptance and perception in vehicles.
John Dorsch, Ophelia Deroy
― 4 min read
Examining how online ratings can mislead consumers and methods to improve accuracy.
Hong Xie, Mingze Zhong, Defu Lian
― 5 min read
Innovative system uses advanced models for effective road safety evaluations.
Natchapon Jongwiriyanurak, Zichao Zeng, June Moh Goo
― 5 min read
A new method for agents to choose options efficiently and maximize rewards.
Hong Xie, Jinyu Mo, Defu Lian
― 5 min read
Exploring how language models handle multiple languages and cultural contexts.
Chengzhi Zhong, Fei Cheng, Qianying Liu
― 5 min read
iDLR predicts heliostat shapes using sunlight images, enhancing solar power efficiency.
Jan Lewen, Max Pargmann, Mehdi Cherti
― 7 min read
A new method to generate unbiased synthetic data for AI applications.
Md Fahim Sikder, Resmi Ramachandranpillai, Daniel de Leng
― 6 min read
Exploring security measures in hierarchical federated learning against various attacks.
D Alqattan, R Sun, H Liang
― 5 min read
Exploring the impact of language models on scientific research and applications.
Huy Quoc To, Ming Liu, Guangyan Huang
― 6 min read
Discover the new Morse Model-based RL approach for effective decision-making.
Padmanaba Srinivasan, William Knottenbelt
― 6 min read
A study on identifying causal relationships amidst hidden variables and measurement errors.
Yuqin Yang, Mohamed Nafea, Negar Kiyavash
― 5 min read
Hope guides us through tough times and inspires positive change.
Sagar Uprety, Amit Kumar Jaiswal, Haiming Liu
― 4 min read
A new method speeds up weld seam detection with accuracy.
Pengkun Wei, Shuo Cheng, Dayou Li
― 5 min read
LFIT2 offers a refined approach to learning logic from dynamic systems.
Yin Jun Phua, Katsumi Inoue
― 5 min read
Exploring efficient methods for fine-tuning LLMs and addressing environmental concerns.
Yanjie Dong, Haijun Zhang, Chengming Li
― 6 min read
Genesis aims to automate systems biology research with advanced robot scientists.
Ievgeniia A. Tiukova, Daniel Brunnsåker, Erik Y. Bjurström
― 5 min read
New methods enhance how language models forget unwanted knowledge.
Hongbang Yuan, Zhuoran Jin, Pengfei Cao
― 6 min read
A new method combines NLP and IRT to enhance ESG scoring accuracy.
César Pedrosa Soares
― 6 min read
Introducing DUCD, a privacy-focused method to protect DNNs from adversarial attacks.
Qiao Li, Cong Wu, Jing Chen
― 7 min read
This study analyzes how language models share knowledge in different languages.
Maxim Ifergan, Leshem Choshen, Roee Aharoni
― 4 min read
A method to visualize and understand AI decisions in time series data.
Udo Schlegel, Daniel A. Keim, Tobias Sutter
― 5 min read
New system enhances air-ground robot performance in dynamic environments.
Junming Wang, Dong Huang, Xiuxian Guan
― 6 min read
Innovative methods improve beamline alignment efficiency in synchrotron facilities.
Megha R. Narayanan, Thomas W. Morris
― 6 min read
Learn the key elements of writing a successful research paper.
Junhao Chen, Bowen Wang, Zhouqiang jiang
― 7 min read
Researchers use MeshGraphNets to improve fluid dynamics simulations efficiently.
Robin Schmöcker, Alexander Henkes, Julian Roth
― 8 min read
NutrifyAI simplifies diet tracking through food recognition and personalized meal suggestions.
Michelle Han, Junyao Chen, Zhengyuan Zhou
― 6 min read
This study presents a method for choosing machine learning models and datasets.
S. Nishio, H. Nonaka, N. Tsuchiya
― 6 min read
Innovative framework enhances clarity in medical document summaries.
Aishik Nagar, Yutong Liu, Andy T. Liu
― 7 min read
Innovative methods improve translation of endangered languages using machine learning techniques.
Hengjie Liu, Ruibo Hou, Yves Lepage
― 6 min read
ConflictBank offers insights into knowledge conflicts in language models.
Zhaochen Su, Jun Zhang, Xiaoye Qu
― 5 min read
Examining the relationship between Transformers and the theoretical model Solomonoff Induction.
Nathan Young, Michael Witbrock
― 6 min read
A new method improves sampling and analysis of noisy 3D data.
Chongshou Li, Pin Tang, Xinke Li
― 5 min read
An automated system combats misinformation by verifying claims and providing evidence.
Ronit Singhal, Pransh Patwa, Parth Patwa
― 6 min read