A project developing speech and text datasets for languages with limited resources.
Nikola Ljubešić, Peter Rupnik, Danijel Koržinek
― 5 min read
Computer Science - Machine Learning
RSSTensorSocket improves deep learning training efficiency through shared data loading.
Ties Robroek, Neil Kim Nielsen, Pınar Tözün
― 6 min read
Cottention offers a memory-efficient alternative to traditional attention methods in machine learning.
Gabriel Mongaras, Trevor Dohm, Eric C. Larson
― 6 min read
PASPO provides a fresh approach to complex allocation challenges across various fields.
David Winkel, Niklas Strauß, Maximilian Bernhard
― 4 min read
A new method enhances recommendation speed and efficiency for large catalogs.
Gleb Mezentsev, Danil Gusak, Ivan Oseledets
― 6 min read
GLAFF framework improves forecasting accuracy by effectively using timestamps and addressing data anomalies.
Chengsen Wang, Qi Qi, Jingyu Wang
― 6 min read
Examining the energy use of AI models in continual learning for sustainability.
Tomaso Trinci, Simone Magistri, Roberto Verdecchia
― 6 min read
This article presents an innovative approach to unsupervised learning inspired by human cognition.
Alfredo Ibias, Hector Antona, Guillem Ramirez-Miranda
― 6 min read
Cities must adapt transportation systems to handle increased flooding from climate change.
Miguel Costa, Morten W. Petersen, Arthur Vandervoort
― 5 min read
A new method simplifies feature selection in molecular simulations using graph neural networks.
Zihan Pengmei, Chatipat Lorpaiboon, Spencer C. Guo
― 6 min read
This guide reviews methods for predicting stock prices in India using various models.
Kaushal Attaluri, Mukesh Tripathi, Srinithi Reddy
― 6 min read
This article explores how machine learning can optimize customer service chatbots.
Nurul Ain Nabilah Mohd Isa, Siti Nuraishah Agos Jawaddi, Azlan Ismail
― 7 min read
New tool ODiMO improves DNN performance on edge hardware.
Matteo Risso, Alessio Burrello, Daniele Jahier Pagliari
― 6 min read
A new approach enhances deep learning model performance amidst noise.
Seyedarmin Azizi, Mohammad Erfan Sadeghi, Mehdi Kamal
― 5 min read
A look at how mutual information shapes data relationships in machine learning.
Jeremy Nixon
― 6 min read
A new method improves privacy in data sharing for smart city predictions.
Shuowei Cai, Hao Liu
― 5 min read
A new approach to improve human activity recognition using diverse data contexts.
Wen Ge, Guanyi Mou, Emmanuel O. Agu
― 6 min read
A new method enhances model tuning efficiency using signal-to-noise ratio metrics.
Haolin Chen, Philip N. Garner
― 6 min read
New method improves virtual sound integration in AR environments.
Francesc Lluís, Nils Meyer-Kahlen
― 6 min read
New advancements in language databases enhance comparative studies across global languages.
Aditya Khan, Mason Shipton, David Anugraha
― 6 min read
TAKFL optimizes knowledge sharing in federated learning for diverse device capabilities.
Mahdi Morafah, Vyacheslav Kungurtsev, Hojin Chang
― 6 min read
Explore the essential concepts of molecular physics and their practical applications.
Jun Liu, Geng Yuan, Weihao Zeng
― 4 min read
This new method streamlines image generation in AI models, improving efficiency and speed.
Seongmin Hong, Suh Yoon Jeon, Kyeonghyun Lee
― 6 min read
A new method improves data alignment, especially with noisy datasets.
Zi-Ming Wang, Nan Xue, Ling Lei
― 5 min read
Innovative methods for reinforcement learning without prior state knowledge.
Mingyu Chen, Aldo Pacchiano, Xuezhou Zhang
― 5 min read
A new framework enhances video-language dataset quality through iterative refinement.
Xiao Wang, Jianlong Wu, Zijia Lin
― 5 min read
A new framework to improve predictions in complex systems using past data.
Ashutosh Singh, Ashish Singh, Tales Imbiriba
― 6 min read
New methods aim to improve efficiency in quantum dynamics simulations.
Yuxuan Zhang, Roeland Wiersema, Juan Carrasquilla
― 6 min read
This paper enhances federated learning for GNNs while preserving user privacy.
Zhidong Gao, Yuanxiong Guo, Yanmin Gong
― 4 min read
AUGUR simplifies finding optimal spots for molecular attachment using advanced techniques.
Ioannis Kouroudis, Poonam, Neel Misciaci
― 5 min read
This study enhances federated learning efficiency using edge servers for better resource management.
Zhidong Gao, Yu Zhang, Yanmin Gong
― 6 min read
Enhancing energy measurement precision in particle physics experiments.
Nilotpal Kakati, Etienne Dreyer, Eilam Gross
― 6 min read
A model to assess segmentation quality without ground truth benchmarks.
Ahjol Senbi, Tianyu Huang, Fei Lyu
― 8 min read
New techniques may improve cancer treatment with better radiation dose monitoring.
Angelo Didonna, Dayron Ramos Lopez, Giuseppe Iaselli
― 6 min read
A new approach helps satellites reduce battery usage and extend lifespan.
Nasrin Razmi, Bho Matthiesen, Armin Dekorsy
― 5 min read
This article examines MLPs and KANs in low-data environments.
Farhad Pourkamali-Anaraki
― 7 min read
HealthQ evaluates AI's ability to ask questions in patient care.
Ziyu Wang, Hao Li, Di Huang
― 7 min read
A look into how CNNs learn image features and their universal similarities.
Florentin Guth, Brice Ménard
― 7 min read
A new method offers quick performance estimations for fine-tuning language models.
Dongyue Li, Ziniu Zhang, Lu Wang
― 4 min read
Analyzing over-parameterization in RMLR and future research directions.
Ziheng Chen, Yue Song, Rui Wang
― 6 min read