This framework enhances model performance by addressing low-quality augmented data.
Guanyi Mou, Yichuan Li, Kyumin Lee
― 6 min read
Cutting edge science explained simply
This framework enhances model performance by addressing low-quality augmented data.
Guanyi Mou, Yichuan Li, Kyumin Lee
― 6 min read
New distributed methods enhance target tracking while reducing energy costs.
Xingchi Liu, Lyudmila Mihaylova, Jemin George
― 5 min read
Assessing AI performance using survival analysis for reliability against challenges.
Charles Meyers, Mohammad Reza Saleh Sedghpour, Tommy Löfstedt
― 7 min read
New algorithms improve machine learning's adaptability to dynamic data.
Jason Bohne, David Rosenberg, Gary Kazantsev
― 4 min read
Exploring the pitfalls of language models in data interpretation.
Yuqing Zhou, Ruixiang Tang, Ziyu Yao
― 5 min read
Using simulations to enhance onboarding processes for new users.
Chih-Wei Hsu, Martin Mladenov, Ofer Meshi
― 7 min read
A method for efficient modeling of complex systems while preserving key properties.
Süleyman Yıldız, Pawan Goyal, Peter Benner
― 5 min read
Using virtual reality to measure stress and tailor therapy for anxiety management.
Athar Mahmoudi-Nejad, Pierre Boulanger, Matthew Guzdial
― 7 min read
New methods automate the discovery of interactions in complex systems.
Zuheng, Xu, Moksh Jain
― 6 min read
Exploring the difficulties of optimizing nonsmooth nonconvex functions and local algorithm limitations.
Guy Kornowski, Swati Padmanabhan, Ohad Shamir
― 6 min read
Researchers tackled real-world data search challenges at NeurIPS 2023.
Harsha Vardhan Simhadri, Martin Aumüller, Amir Ingber
― 6 min read
A method to enhance efficiency of language models with long text inputs.
Zhenmei Shi, Yifei Ming, Xuan-Phi Nguyen
― 5 min read
A study revealing how virtual spiders impact physical and emotional reactions.
Athar Mahmoudi-Nejad, Matthew Guzdial, Pierre Boulanger
― 9 min read
New models aim to improve power distribution accuracy in nuclear reactors.
Anirudh Tunga, Jordan Heim, Michael Mueterthies
― 5 min read
New method improves language models' knowledge from limited data.
Zitong Yang, Neil Band, Shuangping Li
― 7 min read
Combining features enhances underwater sound classification accuracy.
Amirmohammad Mohammadi, Iren'e Masabarakiza, Ethan Barnes
― 6 min read
Research on LLMs in multilingual mental health settings highlights successes and challenges.
Konstantinos Skianis, John Pavlopoulos, A. Seza Doğruöz
― 5 min read
Transfer learning improves audio classification for underwater sound detection.
Amirmohammad Mohammadi, Tejashri Kelhe, Davelle Carreiro
― 6 min read
Exploring how data structure impacts machine learning performance.
E. Tron, E. Fioresi
― 4 min read
A new model enhances wind data analysis for better renewable energy projects.
Alif Bin Abdul Qayyum, Xihaier Luo, Nathan M. Urban
― 5 min read
New methods enhance the accuracy of influence functions in large models.
Yegor Klochkov, Yang Liu
― 6 min read
Study reveals insights into decision-making under uncertainty through utility learning.
Filippo Lazzati, Alberto Maria Metelli
― 5 min read
Discover how training-free guidance is transforming molecular generation with discrete diffusion models.
Thomas J. Kerby, Kevin R. Moon
― 5 min read
Examining plasticity loss in continual learning and the role of sharpness.
Max Koster, Jude Kukla
― 5 min read
A new approach to handle data with outliers efficiently.
Lakshmi Jayalal, Gokularam Muthukrishnan, Sheetal Kalyani
― 5 min read
A new framework aims to enhance reliability and clarity in AI reasoning.
Debargha Ganguly, Srinivasan Iyengar, Vipin Chaudhary
― 7 min read
Learn how to improve long context language model efficiency.
Amey Agrawal, Junda Chen, Íñigo Goiri
― 7 min read
ASPINN offers a fresh solution for challenging singularly perturbed differential equations.
Sen Wang, Peizhi Zhao, Tao Song
― 4 min read
Researchers enhance magnetic sensing using machine learning with NV centers.
Galya Haim, Stefano Martina, John Howell
― 5 min read
A new method balances personalisation and privacy in federated learning.
Ali Arabzadeh, James A. Grant, David S. Leslie
― 8 min read
Researchers enhance particle modeling techniques using machine learning methods.
Matthew Leigh, Samuel Klein, François Charton
― 7 min read
Introducing a framework for secure training of machine learning models.
Haleh Hayati, Carlos Murguia, Nathan van de Wouw
― 5 min read
A new framework enhances hate speech detection and promotes fairness online.
Guanyi Mou, Kyumin Lee
― 6 min read
Techniques to protect sensitive data in machine learning.
Francisco Aguilera-Martínez, Fernando Berzal
― 5 min read
New system enhances robot assembly through generative design techniques.
Andrew Goldberg, Kavish Kondap, Tianshuang Qiu
― 6 min read
AI and machine learning are reshaping industries and daily life.
Benji Peng, Xuanhe Pan, Yizhu Wen
― 7 min read
New methods improve query selectivity predictions using machine learning techniques.
Peizhi Wu, Haoshu Xu, Ryan Marcus
― 6 min read
AXE improves model performance while minimizing overflow in accumulator-aware quantization.
Ian Colbert, Fabian Grob, Giuseppe Franco
― 5 min read
A new architecture improves predictions of user spending in fantasy sports platforms.
Ved Prakash, Kartavya Kothari
― 6 min read
This study benchmarks DG algorithms to tackle domain shift in medical image analysis.
Neda Zamanitajeddin, Mostafa Jahanifar, Kesi Xu
― 7 min read