A new method improves memory usage and training speed in large language models.
Kaizhao Liang, Bo Liu, Lizhang Chen
― 7 min read
Computer Science - Artificial Intelligence
RSSCombining SONAR imaging and deep learning enhances clarity in underwater classifications.
Purushothaman Natarajan, Athira Nambiar
― 8 min read
Examining the importance of fairness in AI systems impacting lives.
Chih-Cheng Rex Yuan, Bow-Yaw Wang
― 5 min read
Path-consistency enhances efficiency and accuracy in large language models.
Jiace Zhu, Yingtao Shen, Jie Zhao
― 5 min read
Leveraging advanced techniques to find new uses for existing drugs.
Yoshitaka Inoue, Tianci Song, Tianfan Fu
― 6 min read
New methods enhance privacy in sharing electricity usage data while maintaining its usefulness.
Sina Shaham, Gabriel Ghinita, Bhaskar Krishnamachari
― 7 min read
A new framework enhances predictions by combining spatial and temporal data analysis.
Hao Wang, Jindong Han, Wei Fan
― 6 min read
This paper discusses the importance of generating diverse code solutions.
Heejae Chon, Seonghyeon Lee, Jinyoung Yeo
― 7 min read
A lightweight robot design enhances energy efficiency and speed.
Yi Cheng, Chenxi Han, Yuheng Min
― 4 min read
Learn how personalized models can enhance educational training efficiency.
Christopher James MacLellan, Kimberly Stowers, Lisa Brady
― 7 min read
Introducing CBF-LLM: a method for safer text generation in LLMs.
Yuya Miyaoka, Masaki Inoue
― 5 min read
An overview of sampling methods for text generation.
Yuxuan Zhou, Margret Keuper, Mario Fritz
― 6 min read
A fresh method for improving language models through efficient token selection.
Kailai Yang, Zhiwei Liu, Qianqian Xie
― 6 min read
Exploring AnoPLe's innovative approach to identifying rare anomalies with minimal data.
Yujin Lee, Seoyoon Jang, Hyunsoo Yoon
― 6 min read
Understanding multi-objective problems in reinforcement learning with new optimization methods.
Alperen Tercan, Vinayak S. Prabhu
― 5 min read
New methods improve accuracy in predicting enzyme functions and reactions.
Chenqing Hua, Bozitao Zhong, Sitao Luan
― 8 min read
A fresh method reduces neural network size while preserving performance.
Seungbeom Hu, ChanJun Park, Andrew Ferraiuolo
― 5 min read
A look at the benefits of local models and LLMOps pipelines.
Chansung Park, Juyong Jiang, Fan Wang
― 5 min read
SPICED offers advanced detection of analog Trojans in integrated circuits.
Jayeeta Chaudhuri, Dhruv Thapar, Arjun Chaudhuri
― 5 min read
A new method improves translation across multiple programming languages.
Yali Du, Hui Sun, Ming Li
― 7 min read
InfoIGL enhances graph neural networks' performance in varied data environments.
Wenyu Mao, Jiancan Wu, Haoyang Liu
― 6 min read
This research explores how small energy producers can join energy markets effectively.
Jun He, Andrew L. Liu
― 6 min read
Exploring the role of AI in improving medical report generation and diagnosis accuracy.
Li Guo, Anas M. Tahir, Dong Zhang
― 8 min read
A framework for better predicting human movement using machine learning.
Jie Feng, Yuwei Du, Jie Zhao
― 6 min read
This article reviews time series analysis methods and their application in education.
Shengzhong Mao, Chaoli Zhang, Yichi Song
― 5 min read
This framework improves lie detection in conversations during Diplomacy games.
Tanushree Banerjee, Richard Zhu, Runzhe Yang
― 5 min read
ConVis aims to minimize inaccuracies in multimodal large language models.
Yeji Park, Deokyeong Lee, Junsuk Choe
― 5 min read
A new method combines logic and machine learning for better SQL queries.
Henrijs Princis, Cristina David, Alan Mycroft
― 8 min read
This research presents a new method for LLMs to solve graph problems using code.
Qiaolong Cai, Zhaowei Wang, Shizhe Diao
― 6 min read
A look at recent findings in machine translation evaluation methods.
Stefano Perrella, Lorenzo Proietti, Alessandro Scirè
― 5 min read
New methods improve dysgraphia diagnosis by combining handwriting data.
Jayakanth Kunhoth, Somaya Al-Maadeed, Moutaz Saleh
― 8 min read
A new method enhances warehouse operations by combining task assignment and path finding.
Qi Liu, Jianqi Gao, Dongjie Zhu
― 5 min read
Using knowledge graphs to analyze event logs can improve process efficiency.
William Van Woensel
― 5 min read
A study on sentiment analysis and the effectiveness of language models.
Baptiste Lefort, Eric Benhamou, Jean-Jacques Ohana
― 6 min read
Combining flow and packet data revolutionizes network threat detection.
Yasir Ali Farrukh, Syed Wali, Irfan Khan
― 7 min read
This research showcases how robots learn complex tasks through real-world training.
Elizabeth Cutler, Yuning Xing, Tony Cui
― 7 min read
RSTeller offers over 2.5 million image-text pairs for remote sensing research.
Junyao Ge, Yang Zheng, Kaitai Guo
― 6 min read
TART boosts model accuracy while defending against adversarial attacks.
Bongsoo Yi, Rongjie Lai, Yao Li
― 4 min read
Innovative loss function improves CQI prediction accuracy in dynamic 5G environments.
Mina Kaviani, Jurandy Almeida, Fabio L. Verdi
― 6 min read
TAG improves how natural language questions are answered using databases.
Asim Biswal, Liana Patel, Siddarth Jha
― 6 min read