Frenzy streamlines training large language models using diverse GPUs, saving time and resources.
Zihan Chang, Sheng Xiao, Shuibing He
― 7 min read
Latest Articles for Machine Learning
A new method enhances whole slide image analysis for improved pathology diagnoses.
Kunming Tang, Zhiguo Jiang, Jun Shi
― 7 min read
Researchers use machine learning to reveal how T Cell Receptors interact with ligands.
Andrew G. T. Pyo, Yuta Nagano, Martina Milighetti
― 6 min read
Learn how split learning reduces delays in real-time computer vision applications.
Nikos G. Evgenidis, Nikos A. Mitsiou, Sotiris A. Tegos
― 7 min read
Explore how dynamic graphs and contrastive learning reshape our understanding of data.
Yiming Xu, Bin Shi, Teng Ma
― 7 min read
Cherry-picking datasets leads to misleading results in time series forecasting.
Luis Roque, Carlos Soares, Vitor Cerqueira
― 8 min read
A novel strategy helps AI learn better by retaining past knowledge while adapting to new tasks.
Hongye Xu, Jan Wasilewski, Bartosz Krawczyk
― 8 min read
FedPIA enhances machine learning while safeguarding sensitive data privacy.
Pramit Saha, Divyanshu Mishra, Felix Wagner
― 6 min read
DAAN improves how machines learn from audio-visual data in zero-shot scenarios.
RunLin Yu, Yipu Gong, Wenrui Li
― 5 min read
Learn how Profile Drift Detection can keep your predictive models accurate.
Ugur Dar, Mustafa Cavus
― 7 min read
Discover how AI is improving engineering solutions through innovative models and techniques.
John M. Hanna, Irene E. Vignon-Clementel
― 6 min read
Explore how differential privacy aids decision-making while protecting individual data.
Victor A. E. Farias, Felipe T. Brito, Cheryl Flynn
― 6 min read
HA-RDet combines anchor-based and anchor-free methods for better object detection in aerial images.
Phuc D. A. Nguyen
― 8 min read
Exploring effective methods for sampling from complex logconcave distributions.
Minhui Jiang, Yuansi Chen
― 5 min read
ResQ optimizes large language models, enhancing performance and reducing costs.
Utkarsh Saxena, Sayeh Sharify, Kaushik Roy
― 6 min read
Learn how asynchronous techniques improve real-time decision-making for AI agents.
Matthew Riemer, Gopeshh Subbaraj, Glen Berseth
― 6 min read
Discover how Mamba models are changing the landscape of document retrieval.
Zhichao Xu, Jinghua Yan, Ashim Gupta
― 7 min read
A new approach improves understanding of neural network similarities.
András Balogh, Márk Jelasity
― 6 min read
Discover the importance of assessing generative model outputs and evolving evaluation methods.
Alexis Fox, Samarth Swarup, Abhijin Adiga
― 6 min read
A deep dive into partitive nouns and their role in semantic role labeling.
Adam Meyers, Advait Pravin Savant, John E. Ortega
― 7 min read
A fresh approach to federated learning that balances privacy and efficiency.
Dipam Goswami, Simone Magistri, Kai Wang
― 6 min read
PEMC combines Monte Carlo simulations with machine learning for faster, accurate results.
Fengpei Li, Haoxian Chen, Jiahe Lin
― 5 min read
PowerMLP offers a speedy solution for efficient neural network training.
Ruichen Qiu, Yibo Miao, Shiwen Wang
― 7 min read
Learn how models adapt to new data without original labels using innovative techniques.
Jing Wang, Wonho Bae, Jiahong Chen
― 7 min read
ViTmiX combines techniques to improve understanding of Vision Transformers in AI.
Eduard Hogea, Darian M. Onchis, Ana Coporan
― 6 min read
New method improves detection of audio deepfakes using innovative learning techniques.
Yujie Chen, Jiangyan Yi, Cunhang Fan
― 6 min read
New method improves confidence in GNN predictions significantly.
Hyunjin Seo, Kyusung Seo, Joonhyung Park
― 8 min read
Discover how the Generative AI Toolkit streamlines LLM application development.
Jens Kohl, Luisa Gloger, Rui Costa
― 6 min read
Transforming robot training through human-like movement captured on video.
Jiageng Mao, Siheng Zhao, Siqi Song
― 7 min read
Exploring how AI systems struggle with spatial reasoning compared to humans.
Jihan Yang, Shusheng Yang, Anjali W. Gupta
― 6 min read
Discover how VPIT helps machines learn to connect text and visuals seamlessly.
Shengbang Tong, David Fan, Jiachen Zhu
― 9 min read
Methods to handle missing data can improve patient care and treatment analysis.
Lien P. Le, Xuan-Hien Nguyen Thi, Thu Nguyen
― 6 min read
A look into advanced transistor design and machine learning applications.
Yash Pathak, Laxman Prasad Goswami, Bansi Dhar Malhotra
― 6 min read
Learn how multi-distribution learning makes machine systems smarter and fairer.
Rajeev Verma, Volker Fischer, Eric Nalisnick
― 7 min read
Learn how to create o1, an advanced AI model that thinks like a human.
Zhiyuan Zeng, Qinyuan Cheng, Zhangyue Yin
― 6 min read
Learn how transfer learning improves AI by sharing knowledge across domains.
Jun Wu, Jingrui He
― 7 min read
Learn how CONDA helps AI adapt and remain interpretable in changing conditions.
Jihye Choi, Jayaram Raghuram, Yixuan Li
― 6 min read
Learn how keyword extraction streamlines information retrieval.
Matej Martinc, Hanh Thi Hong Tran, Senja Pollak
― 6 min read
Learn how flow exporters improve datasets for machine learning in intrusion detection.
Daniela Pinto, João Vitorino, Eva Maia
― 8 min read
Discover how brain connectomics enhances echo state networks for better predictions.
Bach Nguyen, Tianlong Chen, Shu Yang
― 7 min read