Exploring the role of neural networks in understanding conformal fields and phase transitions.
James Halverson, Joydeep Naskar, Jiahua Tian
― 7 min read
Computer Science - Machine Learning
RSSA new model improves treatment effect estimation in complex scenarios.
Hugo Gobato Souto, Francisco Louzada Neto
― 6 min read
A new method enhances gradient estimation while maintaining data privacy in federated learning.
Chenlin Wu, Xiaoyu He, Zike Li
― 4 min read
A new method integrates graph neural networks for enhanced molecular simulations.
Ziyue Zou, Dedi Wang, Pratyush Tiwary
― 6 min read
Researchers enhance machine-learning models for better predictions of complex materials.
Kisung Kang, Thomas A. R. Purcell, Christian Carbogno
― 7 min read
A novel approach reveals connections between brain structure and cognitive functions.
Ziquan Wei, Tingting Dan, Jiaqi Ding
― 6 min read
Combining physics models and deep learning to improve predictions and manage uncertainty.
Alex Glyn-Davies, Arnaud Vadeboncoeur, O. Deniz Akyildiz
― 5 min read
A new method for assessing AI agents in customer support via test generation.
Samuel Arcadinho, David Aparicio, Mariana Almeida
― 5 min read
New methods improve heart tissue assessment for better treatment decisions.
Franz Thaler, Darko Stern, Gernot Plank
― 5 min read
Learn the basics of neural networks and their applications across various fields.
Martín Hernández, Enrique Zuazua
― 4 min read
This study presents BiMI to enhance reward systems in reinforcement learning.
Sukai Huang, Nir Lipovetzky, Trevor Cohn
― 6 min read
Examining new methods and factors affecting global trade patterns.
Thomas Gaskin, Marie-Therese Wolfram, Andrew Duncan
― 5 min read
This benchmark evaluates privacy threats and defense mechanisms in NLP models.
Wei Huang, Yinggui Wang, Cen Chen
― 8 min read
Drones improve teamwork in capturing evader drones using AI learning.
Jiayu Chen, Chao Yu, Guosheng Li
― 5 min read
Learn how K-NN resampling can improve trading strategies using historical data.
Michael Giegrich, Roel Oomen, Christoph Reisinger
― 5 min read
E2Tree enhances explainability in ensemble models, improving insights into decision-making processes.
Massimo Aria, Agostino Gnasso, Carmela Iorio
― 6 min read
This study uncovers how LLMs adapt their learning through attention patterns.
Yang Zhao, Li Du, Xiao Ding
― 6 min read
Small language models are changing how technology works in everyday devices.
Zhenyan Lu, Xiang Li, Dongqi Cai
― 7 min read
Introducing TFG, a method that simplifies conditional generation in diverse applications.
Haotian Ye, Haowei Lin, Jiaqi Han
― 6 min read
Exploring how generative AI can improve the Internet of Electric Vehicles.
Hanwen Zhang, Dusit Niyato, Wei Zhang
― 7 min read
ViolinDiff enhances the realism of computer-generated violin music.
Daewoong Kim, Hao-Wen Dong, Dasaem Jeong
― 5 min read
A new method enhances the grouping of neural networks for better understanding.
Satvik Golechha, Dylan Cope, Nandi Schoots
― 5 min read
A look at how AI detects and analyzes online fraud.
Antonis Papasavva, Shane Johnson, Ed Lowther
― 8 min read
DiaSynth creates high-quality dialogues for effective training of conversational systems.
Sathya Krishnan Suresh, Wu Mengjun, Tushar Pranav
― 6 min read
MemFusionMap improves real-time HD mapping using past frame information.
Jingyu Song, Xudong Chen, Liupei Lu
― 7 min read
A new framework improves detection of false outputs in language models using unlabeled data.
Xuefeng Du, Chaowei Xiao, Yixuan Li
― 5 min read
MathDSL simplifies mathematical problem-solving for computers and enhances educational tools.
Sagnik Anupam, Maddy Bowers, Omar Costilla-Reyes
― 5 min read
A new method improves how smartphones recognize user activities.
Wen Ge, Guanyi Mou, Emmanuel O. Agu
― 5 min read
A new method enhances LLM performance while reducing complexity.
Gongfan Fang, Hongxu Yin, Saurav Muralidharan
― 7 min read
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