How quantum ideas influence language interpretation and machine learning.
Kin Ian Lo, Mehrnoosh Sadrzadeh, Shane Mansfield
― 7 min read
Latest Articles for Machine Learning
WPMixer combines traditional and modern techniques for accurate time series predictions.
Md Mahmuddun Nabi Murad, Mehmet Aktukmak, Yasin Yilmaz
― 8 min read
Understanding data influences can improve self-supervised learning models.
Nidhin Harilal, Amit Kiran Rege, Reza Akbarian Bafghi
― 8 min read
Discover how generative diffusion models create stunning digital art and more.
Zihan Ding, Chi Jin
― 6 min read
Discover how edge filtration enhances graph neural networks for better data representation.
Jaesun Shin, Eunjoo Jeon, Taewon Cho
― 5 min read
Discover how large language models simplify code understanding and documentation.
Md. Ahnaf Akib, Md. Muktadir Mazumder, Salman Ahsan
― 6 min read
Clustered Federated Semi-Supervised Learning enhances data processing speed and accuracy.
Moqbel Hamood, Abdullatif Albaseer, Mohamed Abdallah
― 6 min read
A new method speeds up model training by selecting the best data.
Mohammadreza Sharifi
― 8 min read
A new method streamlines hypernetwork training for faster adaptation and efficiency.
Eric Hedlin, Munawar Hayat, Fatih Porikli
― 7 min read
GAT-RWOS offers a new method to balance classes in data science effectively.
Zahiriddin Rustamov, Abderrahmane Lakas, Nazar Zaki
― 6 min read
Exploring the hurdles faced by language models in complex question answering.
Jie He, Nan Hu, Wanqiu Long
― 6 min read
Learn how optimal transport transforms logistics and resource management.
Mohsen Sadr, Hossein Gorji
― 6 min read
Discover how machines learn without forgetting using synthetic data and expert systems.
Yewon Byun, Sanket Vaibhav Mehta, Saurabh Garg
― 6 min read
Learn how to balance data privacy and machine learning insights.
Zijian Zhou, Xinyi Xu, Daniela Rus
― 5 min read
Examining AI refusals and their role in safe interactions.
Alexander von Recum, Christoph Schnabl, Gabor Hollbeck
― 5 min read
Explore how AI impacts systematic reviews and enhances health research efficiency.
Dr. Judith-Lisa Lieberum, Markus Töws, Dr. Maria-Inti Metzendorf
― 7 min read
This study reviews how Mixture of Experts models improve language understanding.
Elie Antoine, Frédéric Béchet, Philippe Langlais
― 7 min read
A new method improves text sorting by using local hierarchies.
Fanshuang Kong, Richong Zhang, Ziqiao Wang
― 5 min read
A new method called SHIP improves AI’s image tasks efficiently.
Haowei Zhu, Fangyuan Zhang, Rui Qin
― 6 min read
A new tool boosts image sampling speed and accuracy in machine learning.
Prajwal Singh, Gautam Vashishtha, Indra Deep Mastan
― 6 min read
A breakthrough method improving image generation in generative modeling.
Quan Dao, Hao Phung, Trung Dao
― 7 min read
Researchers create bilingual dictionaries for low-resource languages using unsupervised methods.
Charitha Rathnayake, P. R. S. Thilakarathna, Uthpala Nethmini
― 7 min read
Improving Gromov-Wasserstein distance to handle outliers effectively in diverse data sets.
Anish Chakrabarty, Arkaprabha Basu, Swagatam Das
― 6 min read
Prototypical Outlier Proxy enhances AI models' ability to detect unseen data.
Mingrong Gong, Chaoqi Chen, Qingqiang Sun
― 5 min read
Learn how to enhance image classifiers' reliability against distortions.
Dang Nguyen, Sunil Gupta, Kien Do
― 7 min read
Research improves large language models with innovative training techniques.
Dian Yu, Yuheng Zhang, Jiahao Xu
― 8 min read
A deep dive into the significance of multiword expressions in language processing.
Yusuke Ide, Joshua Tanner, Adam Nohejl
― 7 min read
A new benchmark enhances evaluation of text-to-image generation models.
Shuhao Han, Haotian Fan, Jiachen Fu
― 5 min read
UniPLV combines data types for smarter machine scene recognition.
Yuru Wang, Songtao Wang, Zehan Zhang
― 6 min read
Discover how synthetic tabular data safeguards privacy while enhancing data usage.
Mingming Zhang, Zhiqing Xiao, Guoshan Lu
― 7 min read
SlimGPT reduces model size while maintaining performance for AI applications.
Gui Ling, Ziyang Wang, Yuliang Yan
― 6 min read
A framework that simplifies visual task solutions for everyone.
Wan-Cyuan Fan, Tanzila Rahman, Leonid Sigal
― 7 min read
Learn how Adaptive Elastic-Net enhances predictions in complex data systems.
Alessandro De Gregorio, Dario Frisardi, Francesco Iafrate
― 6 min read
A new way to understand predictions using simple concepts.
Katrina Brown, Marton Havasi, Finale Doshi-Velez
― 6 min read
A study highlights the importance of fairness in language learning predictive models.
Weitao Tang, Guanliang Chen, Shuaishuai Zu
― 7 min read
Discover how tensor attention transforms AI language processing.
Xiaoyu Li, Yingyu Liang, Zhenmei Shi
― 7 min read
Learn how LIME helps clarify predictions made by neural networks.
Melkamu Mersha, Mingiziem Bitewa, Tsion Abay
― 8 min read
A new method that speeds up deep learning training without major changes.
Evgeny Hershkovitch Neiterman, Gil Ben-Artzi
― 6 min read
Discover the potential of straightforward neural networks in machine learning.
Hippolyte Labarrière, Cesare Molinari, Lorenzo Rosasco
― 7 min read
A new tool simplifies parameter scans in Beyond Standard Model physics.
Mauricio A. Diaz, Srinandan Dasmahapatra, Stefano Moretti
― 7 min read