A new approach to transmit graph data effectively by focusing on essential information.
Shujing Li, Yanhu Wang, Shuaishuai Guo
― 7 min read
Computer Science - Machine Learning
RSSMachine learning improves predictions and monitoring in biopharmaceutical manufacturing.
Thanh Tung Khuat, Robert Bassett, Ellen Otte
― 5 min read
Researchers refine models to predict crime more accurately and aid law enforcement.
Patricia Dao, Jashmitha Sappa, Saanvi Terala
― 7 min read
Learn how Gaussian processes address prediction uncertainty in machine learning.
Difeng Cai, Edmond Chow, Yuanzhe Xi
― 5 min read
Research aims to improve safety at roundabouts by predicting dilemma zones.
Manthan Chelenahalli Satish, Duo Lu, Bharatesh Chakravarthi
― 6 min read
Machine learning improves management of unsteady airflow in various systems.
Zhecheng Liu, Diederik Beckers, Jeff D. Eldredge
― 6 min read
A new method for accurate predictions in changing physical situations using machine learning.
Sheel Nidhan, Haoliang Jiang, Lalit Ghule
― 6 min read
TRACE analyzes user actions to enhance travel shopping experiences.
William Black, Alexander Manlove, Jack Pennington
― 6 min read
A new method enhances the analysis of point distributions in various fields.
Hee-Geon Kang, Sunggon Kim
― 6 min read
This study presents a new method for enhanced fluid flow modeling using machine learning.
Benjamin D. Shaffer, Jeremy R. Vorenberg, M. Ani Hsieh
― 6 min read
A new system improves accuracy in vehicle digital displays.
Cornelius Bürkle, Fabian Oboril, Kay-Ulrich Scholl
― 7 min read
This study evaluates how well VLMs can understand visual perspectives.
Gracjan Góral, Alicja Ziarko, Michal Nauman
― 5 min read
A new framework enhances learning efficiency in visual reinforcement learning.
Jiarui Sun, M. Ugur Akcal, Wei Zhang
― 5 min read
New methods enhance how tools are selected for language models.
Suhong Moon, Siddharth Jha, Lutfi Eren Erdogan
― 8 min read
Using advanced machine learning to improve sewer defect detection efficiently.
Daniel Otero, Rafael Mateus
― 6 min read
New methods enhance bug detection in distributed systems using reinforcement learning techniques.
Andrea Borgarelli, Constantin Enea, Rupak Majumdar
― 5 min read
This article discusses the connection between RvNNs and Transformers through CRvNN and NDR.
Jishnu Ray Chowdhury, Cornelia Caragea
― 6 min read
A study on reliable optimization algorithms with proven performance metrics.
Michael Sucker, Peter Ochs
― 6 min read
ERFSL streamlines reward function creation using large language models.
Guanwen Xie, Jingzehua Xu, Yiyuan Yang
― 5 min read
Examining the efficiency and latency challenges of SMoE models in language processing.
Soumajyoti Sarkar, Leonard Lausen, Volkan Cevher
― 6 min read
A new model improves language processing by focusing on input representation.
Benjamin L. Badger
― 6 min read
A new approach improves actor-critic methods in reinforcement learning.
Baturay Saglam, Dionysis Kalogerias
― 8 min read
New methods improve efficiency in transporting resources with lower costs.
Lénaïc Chizat
― 6 min read
RTUs improve efficiency and adaptability in sequence learning and control tasks.
Esraa Elelimy, Adam White, Michael Bowling
― 6 min read
FinePseudo enhances fine-grained action recognition using fewer labeled examples.
Ishan Rajendrakumar Dave, Mamshad Nayeem Rizve, Mubarak Shah
― 6 min read
A look at how players adapt strategies in competitive scenarios.
Zaiwei Chen, Kaiqing Zhang, Eric Mazumdar
― 5 min read
A new approach enhances video alignment across large datasets.
Ishan Rajendrakumar Dave, Fabian Caba Heilbron, Mubarak Shah
― 9 min read
A new method enhances federated learning's security by combating Byzantine attacks effectively.
Jiahao Xu, Zikai Zhang, Rui Hu
― 6 min read
A new approach to enhance neural network performance using erasure coding techniques.
Divyansh Jhunjhunwala, Neharika Jali, Gauri Joshi
― 5 min read
A new approach to find ODEs using active data collection techniques.
Nan Jiang, Md Nasim, Yexiang Xue
― 6 min read
A method to classify complex time series data using spectral analysis.
Sarbojit Roy, Malik Shahid Sultan, Hernando Ombao
― 5 min read
Exploring machine learning techniques for efficient VLSI design partitioning.
Muhammad Hadir Khan, Bugra Onal, Eren Dogan
― 6 min read
Identifying unique traits of code produced by Claude 3 using machine learning.
Musfiqur Rahman, SayedHassan Khatoonabadi, Ahmad Abdellatif
― 8 min read
CHESS improves efficiency of language models while maintaining performance on resource-limited devices.
Junhui He, Shangyu Wu, Weidong Wen
― 6 min read
A new dataset aims to track coastal changes in Ireland accurately.
Conor O'Sullivan, Ambrish Kashyap, Seamus Coveney
― 8 min read
Analyzing time series data enhances decision-making across various fields.
Xinyu Chen, HanQin Cai, Fuqiang Liu
― 6 min read
This article examines how intrinsic dimension influences neural network performance across image types.
Nicholas Konz, Maciej A. Mazurowski
― 5 min read
New methods improve understanding of deep learning decisions in time series analysis.
Shahbaz Rezaei, Xin Liu
― 5 min read
A new AI method simplifies chip layout creation with fewer resources.
Guanglei Zhou, Bhargav Korrapati, Gaurav Rajavendra Reddy
― 5 min read
A new method enhances the detection of rare diseases using synthetic examples.
Maximilian Mueller, Matthias Hein
― 5 min read