Discover how data augmentation boosts machine learning in particle physics experiments.
Zong-En Chen, Cheng-Wei Chiang, Feng-Yang Hsieh
― 6 min read
Latest Articles for Machine Learning
Understanding plant growth through algorithms and L-systems with potential broad applications.
Ali Lotfi, Ian McQuillan, Steven Rayan
― 6 min read
CMS collaboration uses machine learning to find rare particle events.
Abhijith Gandrakota
― 6 min read
KANs offer a promising approach in genomic research, achieving efficiency and performance.
Oleksandr Cherednichenko, Maria Poptsova
― 7 min read
GalaxAlign combines existing models and data to improve galaxy recognition.
Ruoqi Wang, Haitao Wang, Qiong Luo
― 6 min read
How data preprocessing impacts deep learning models analyzing EEG signals.
Federico Del Pup, Andrea Zanola, Louis Fabrice Tshimanga
― 6 min read
A new system helps robots learn to move effectively through their structure and symmetry.
Fengze Xie, Sizhe Wei, Yue Song
― 7 min read
Discover how neural networks are advancing our understanding of fractional quantum Hall states.
Yi Teng, David D. Dai, Liang Fu
― 7 min read
Combining personalized models with global insights for enhanced privacy in data sharing.
Pengzhan Zhou, Yuepeng He, Yijun Zhai
― 6 min read
VisionFuse improves AI's understanding of images through collaboration of models.
Zhuokun Chen, Jinwu Hu, Zeshuai Deng
― 6 min read
Revolutionary approach using MIONet enhances real-time monitoring in complex systems.
Kazuma Kobayashi, Farid Ahmed, Syed Bahauddin Alam
― 8 min read
FedPAW uses federated learning to enhance vehicle speed predictions while ensuring privacy.
Yuepeng He, Pengzhan Zhou, Yijun Zhai
― 6 min read
New machine learning techniques enhance our understanding of gravitational waves.
Roberto Bada Nerin, Oleg Bulashenko, Osvaldo Gramaxo Freitas
― 6 min read
A new method to enhance learning in vision-language models dealing with noisy data.
Bikang Pan, Qun Li, Xiaoying Tang
― 7 min read
A new method improves disease severity classification and accuracy in diagnosis.
Gorkem Polat, Ümit Mert Çağlar, Alptekin Temizel
― 7 min read
Explore how FD-LLM uses language models for smarter fault diagnosis.
Hamzah A. A. M. Qaid, Bo Zhang, Dan Li
― 7 min read
TinyFusion makes image generation faster without sacrificing quality.
Gongfan Fang, Kunjun Li, Xinyin Ma
― 6 min read
Learn how DEN improves prediction accuracy and handles uncertainty in AI.
Arnav Kharbanda, Advait Chandorkar
― 8 min read
New method enhances 3D models of animal movements using limited data.
Christopher Fusco, Mosam Dabhi, Shin-Fang Ch'ng
― 8 min read
New methods combine quantum computing and federated learning to enhance data privacy.
Siddhant Dutta, Nouhaila Innan, Sadok Ben Yahia
― 6 min read
Unlocking the potential of algorithms for efficient problem solving.
Kento Uchida, Teppei Yamaguchi, Shinichi Shirakawa
― 5 min read
Discover the benefits of kernelized offset-free control systems in managing complex machines.
Thomas Oliver de Jong, Mircea Lazar
― 6 min read
Discover how researchers improve smart assistants with function calling techniques.
Yi-Chang Chen, Po-Chun Hsu, Chan-Jan Hsu
― 5 min read
Boundary Ehrenpreis-Palamodov Gaussian Processes improves accuracy in solving PDEs.
Jianlei Huang, Marc Härkönen, Markus Lange-Hegermann
― 5 min read
Research reveals key limits and capabilities of multi-layer Transformers in language tasks.
Lijie Chen, Binghui Peng, Hongxun Wu
― 6 min read
A new method enhances the accuracy of medical reports using machine learning.
Arnold Caleb Asiimwe, Dídac Surís, Pranav Rajpurkar
― 6 min read
Learn why gathering enough ratings is key to comparing AI models effectively.
Christopher Homan, Flip Korn, Chris Welty
― 7 min read
Researchers find ways to reduce inaccuracies in large vision-language models.
Po-Hsuan Huang, Jeng-Lin Li, Chin-Po Chen
― 7 min read
A fresh approach improves long-term wave forecasting accuracy.
Indu Kant Deo, Rajeev Jaiman
― 6 min read
Discover how Higher-Order Transformers tackle multi-dimensional data efficiently.
Soroush Omranpour, Guillaume Rabusseau, Reihaneh Rabbany
― 5 min read
GUESS reshapes self-supervised learning by integrating uncertainty for improved performance.
Salman Mohamadi, Gianfranco Doretto, Donald A. Adjeroh
― 7 min read
PatchFinder speeds up the process of extracting data from noisy scanned documents.
Roman Colman, Minh Vu, Manish Bhattarai
― 7 min read
Learn how Rank-N-Contrast improves regression predictions by focusing on relationships.
Six Valentin, Chidiac Alexandre, Worlikar Arkin
― 7 min read
MAGMA enhances Masked Autoencoders for better learning and performance.
Alin Dondera, Anuj Singh, Hadi Jamali-Rad
― 6 min read
Learn how AI models adapt and recognize new data effectively.
Piotr Teterwak, Kuniaki Saito, Theodoros Tsiligkaridis
― 5 min read
Learn how IDS uses machine learning to enhance IoT security.
Muhammad Zawad Mahmud, Samiha Islam, Shahran Rahman Alve
― 7 min read
New method enhances AI's ability to classify corrupted images effectively.
Sarthak Kumar Maharana, Baoming Zhang, Leonid Karlinsky
― 6 min read
RoboFail helps robots foresee failures, ensuring safer performances in unexpected situations.
Som Sagar, Ransalu Senanayake
― 7 min read
New methods improve speech recognition while maintaining past knowledge.
Geoffrey Tyndall, Kurniawati Azizah, Dipta Tanaya
― 5 min read
A new approach using neural networks improves accuracy in weather predictions.
Xiaoxu Tian
― 6 min read