RNNs show surprising effectiveness against transformers in low-resource language modeling.
Patrick Haller, Jonas Golde, Alan Akbik
― 7 min read
Cutting edge science explained simply
RNNs show surprising effectiveness against transformers in low-resource language modeling.
Patrick Haller, Jonas Golde, Alan Akbik
― 7 min read
Macaque data enhances human pose estimation for various fields.
Bradley Scott, Clarisse de Vries, Aiden Durrant
― 6 min read
Discover how DNA could change the future of data storage.
Parv Agarwal, Thomas Heinis
― 8 min read
Watertox cleverly alters images to baffle AI systems while remaining clear to humans.
Zhenghao Gao, Shengjie Xu, Meixi Chen
― 9 min read
Exploring fairness-aware practices for machine learning fairness and performance.
Gianmario Voria, Rebecca Di Matteo, Giammaria Giordano
― 7 min read
SpaT-SparK transforms short-term weather forecasting using innovative machine learning techniques.
Haotian Li, Arno Siebes, Siamak Mehrkanoon
― 6 min read
Discover how SRMs enhance machine reasoning in mathematics through structured feedback.
Yiran Ma, Zui Chen, Tianqiao Liu
― 6 min read
New method uses AI to improve hyperspectral image calibration accuracy.
Zhuoran Du, Shaodi You, Cheng Cheng
― 6 min read
New techniques improve learning efficiency in AI agents as environments shift.
Benjamin Ellis, Matthew T. Jackson, Andrei Lupu
― 7 min read
Learn how scientists address uncertainty in deep learning for better predictions.
Sophie Steger, Christian Knoll, Bernhard Klein
― 8 min read
Researchers refine large language models for better efficiency and task focus.
Jorge García-Carrasco, Alejandro Maté, Juan Trujillo
― 7 min read
Grams offers a fresh take on optimization for machine learning models.
Yang Cao, Xiaoyu Li, Zhao Song
― 7 min read
Exploring how recurrent systems can boost image segmentation performance.
David Calhas, João Marques, Arlindo L. Oliveira
― 6 min read
A new method predicts learning curves based on neural network architecture.
Yanna Ding, Zijie Huang, Xiao Shou
― 8 min read
Learn how PoisonCatcher protects IIoT data from harmful intrusions.
Lisha Shuai, Shaofeng Tan, Nan Zhang
― 6 min read
AIR blends individual and team strategies in AI for better performance.
Guangchong Zhou, Zeren Zhang, Guoliang Fan
― 7 min read
Discover when Graph Attention Networks shine and when simpler methods prevail.
Zhongtian Ma, Qiaosheng Zhang, Bocheng Zhou
― 5 min read
Researchers innovate in automating code review using advanced technology and federated learning.
Jahnavi Kumar, Sridhar Chimalakonda
― 6 min read
A new approach to improve LMMs by focusing on mistakes instead of data volume.
Barry Menglong Yao, Qifan Wang, Lifu Huang
― 7 min read
A new framework allows AI to learn independently from images.
Wentao Tan, Qiong Cao, Yibing Zhan
― 7 min read
Revolutionary method improves crack detection in buildings and infrastructure.
Kushagra Srivastava, Damodar Datta Kancharla, Rizvi Tahereen
― 6 min read
Dive into the complexities of how neural networks learn and interact.
P. Baglioni, L. Giambagli, A. Vezzani
― 7 min read
Discover how machine learning aids in understanding our universe's early history.
Kimeel Sooknunan, Emma Chapman, Luke Conaboy
― 7 min read
Researchers uncover vulnerabilities in Multi-Modal Large Language Models through clever tactics.
Yangyang Guo, Ziwei Xu, Xilie Xu
― 6 min read
DropPatch enhances time-series forecasting through innovative masking techniques.
Tianyu Qiu, Yi Xie, Yun Xiong
― 7 min read
A new method enhances molecular analysis through pre-trained Graph Neural Networks.
Van Thuy Hoang, O-Joun Lee
― 7 min read
NeSyCoCo enhances AI's ability to link language and visuals effectively.
Danial Kamali, Elham J. Barezi, Parisa Kordjamshidi
― 7 min read
A multi-model approach improves genomic data analysis using deep learning techniques.
Shibo Qiu
― 8 min read
Discover how robots improve their skills in delicate object manipulation.
Hengxu Yan, Haoshu Fang, Cewu Lu
― 7 min read
An overview of the challenges and breakthroughs in explainable quantum AI.
Elies Gil-Fuster, Jonas R. Naujoks, Grégoire Montavon
― 6 min read
KLDA tackles challenges in continual learning while preserving past knowledge.
Saleh Momeni, Sahisnu Mazumder, Bing Liu
― 7 min read
Discover how AIFS-CRPS improves weather predictions using machine learning.
Simon Lang, Mihai Alexe, Mariana C. A. Clare
― 7 min read
CICLD model enhances semantic segmentation, bridging the gap between synthetic and real-world imagery.
Jongmin Yu, Zhongtian Sun, Shan Luo
― 9 min read
OpenRFT enhances AI reasoning through innovative fine-tuning techniques.
Yuxiang Zhang, Yuqi Yang, Jiangming Shu
― 6 min read
Learn how Variational Bayesian Inference transforms data analysis into a recipe for success.
Laura Battaglia, Geoff Nicholls
― 7 min read
Learn how machine learning techniques enhance web security against cyber threats.
Daniel Urda, Branly Martínez, Nuño Basurto
― 7 min read
A new model that enhances AI efficiency for image and language understanding.
Victor Akinwande, Mohammad Sadegh Norouzzadeh, Devin Willmott
― 5 min read
Research shows depthwise convolutional networks maintain general filters across tasks.
Zahra Babaiee, Peyman M. Kiasari, Daniela Rus
― 6 min read
Explore how few-shot learning and unrolling optimize AI's adaptability with minimal data.
Long Zhou, Fereshteh Shakeri, Aymen Sadraoui
― 9 min read
New methods improve ASR systems for languages they haven't encountered before.
Shao-Syuan Huang, Kuan-Po Huang, Andy T. Liu
― 7 min read