A new method improves robots' ability to adapt their movements in various terrains.
Peilin Wu, Weiji Xie, Jiahang Cao
― 7 min read
Computer Science - Machine Learning
RSSLSSDM offers an effective solution for filling gaps in multivariate time series data.
Guojun Liang, Najmeh Abiri, Atiye Sadat Hashemi
― 5 min read
This article presents a new way to predict connections in dynamic graphs.
Yannis Karmim, Marc Lafon, Raphael Fournier S'niehotta
― 6 min read
BEATS enhances LLMs' ability to solve math problems clearly and accurately.
Linzhuang Sun, Hao Liang, Jingxuan Wei
― 5 min read
The ORGaNICs model enhances neural stability using divisive normalization.
Shivang Rawat, David J. Heeger, Stefano Martiniani
― 4 min read
New methods improve model performance with fewer data points.
Mathieu Bazinet, Valentina Zantedeschi, Pascal Germain
― 6 min read
Study shows pseudo-code enhances LLM performance on graph tasks.
Konstantinos Skianis, Giannis Nikolentzos, Michalis Vazirgiannis
― 7 min read
New design improves reliability and security for IoT devices using PUF technology.
Gaoxiang Li, Yu Zhuang
― 5 min read
New AI methods aim to improve fault detection in spacecraft systems.
R. Gallon, F. Schiemenz, A. Krstova
― 6 min read
A new approach improves how AI assesses uncertainty in predictions.
Taeseong Yoon, Heeyoung Kim
― 6 min read
LM-GC offers a new way to compress gradients in machine learning.
Hui-Po Wang, Mario Fritz
― 5 min read
A new method for creating realistic synthetic ECG data improves heart condition detection.
Yakir Yehuda, Kira Radinsky
― 6 min read
FVNNs provide a fair approach to data analysis and predictions.
Andrea Cavallo, Madeline Navarro, Santiago Segarra
― 4 min read
GameOpt innovates protein design through efficient optimization techniques.
Melis Ilayda Bal, Pier Giuseppe Sessa, Mojmir Mutny
― 6 min read
A novel approach to address memory issues in machine learning.
Indu Solomon, Aye Phyu Phyu Aung, Uttam Kumar
― 5 min read
A method for estimating sensor objectives amidst noisy observations.
Luke Snow, Vikram Krishnamurthy
― 5 min read
CASPFormer innovates trajectory prediction using bird’s eye view images.
Harsh Yadav, Maximilian Schaefer, Kun Zhao
― 6 min read
New model enhances lifetime predictions of optical fiber amplifiers, improving network reliability.
Dominic Schneider, Lutz Rapp
― 5 min read
Reliable AI in medical imaging needs clear reports on performance variability.
Evangelia Christodoulou, Annika Reinke, Rola Houhou
― 5 min read
A new method improves search rankings using fewer examples.
Nilanjan Sinhababu, Andrew Parry, Debasis Ganguly
― 5 min read
Research improves recommendation systems by predicting multiple items at once.
Anna Volodkevich, Danil Gusak, Anton Klenitskiy
― 6 min read
SAMBA combines EEG and fMRI data for improved understanding of brain activity.
Arman Afrasiyabi, Dhananjay Bhaskar, Erica L. Busch
― 5 min read
A new method improves personalized news recommendations through efficient ranking techniques.
Nithish Kannen, Yao Ma, Gerrit J. J. van den Burg
― 9 min read
MoJE enhances guardrails for LLMs, tackling jailbreak attacks effectively.
Giandomenico Cornacchia, Giulio Zizzo, Kieran Fraser
― 7 min read
Introducing a neural model that improves graph similarity measurements by considering edit costs.
Eeshaan Jain, Indradyumna Roy, Saswat Meher
― 7 min read
This study analyzes how well Transformers can memorize data in various contexts.
Tokio Kajitsuka, Issei Sato
― 10 min read
New modeling techniques improve predictions in chemical processes.
Eike Cramer
― 6 min read
A new method enhances understanding and reliability of neural networks.
Samuel Leblanc, Aiky Rasolomanana, Marco Armenta
― 5 min read
A look at how differential privacy safeguards individual data in a data-driven world.
Weijie J. Su
― 6 min read
Introducing an efficient approach for analyzing complex relationships in hypergraphs.
Pavel Procházka, Marek Dědič, Lukáš Bajer
― 7 min read
A new method for improving GNNs in molecular analysis.
Yusong Wang, Chaoran Cheng, Shaoning Li
― 6 min read
Investigating local updates for better communication in adaptive optimization methods.
Ziheng Cheng, Margalit Glasgow
― 7 min read
A new approach improves self-driving car safety through counterfactual examples.
Amir Samadi, Konstantinos Koufos, Kurt Debattista
― 5 min read
This study discusses enhancing model accuracy for long-tailed data using logit adjustment.
Naoya Hasegawa, Issei Sato
― 7 min read
Hypergraphs and diffusion wavelets offer deeper insights into complex data interactions.
Xingzhi Sun, Charles Xu, João F. Rocha
― 5 min read
MIPO optimizes language models by adjusting reference model influence based on data alignment.
Cheolhun Jang
― 5 min read
A novel approach to clustering that enhances efficiency and maintains quality in distributed environments.
Hang Zhang, Yang Xu, Lei Gong
― 5 min read
New method improves ECG accuracy while minimizing complexity.
Rayan Ansari, John Cao, Sabyasachi Bandyopadhyay
― 6 min read
A new approach to clustering using Hyperbolic Spaces improves accuracy and efficiency.
Sagar Ghosh, Swagatam Das
― 5 min read
XNet leverages the Cauchy Activation Function for improved accuracy in complex data tasks.
Xin Li, Zhihong Xia, Hongkun Zhang
― 7 min read