A new method improves data transmission using complex-valued neural networks.
Dahlia Devapriya, Sheetal Kalyani
― 6 min read
Computer Science - Machine Learning
RSSCombining Federated Learning and quantum technology promises safer data handling in AI.
Siddhant Dutta, Pavana P Karanth, Pedro Maciel Xavier
― 6 min read
A system to help users manage energy consumption in smart homes.
Xiaowei Liu, Kevin McAreavey, Weiru Liu
― 5 min read
A new approach improves neural network training speed and efficiency using nowcasting.
Boris Knyazev, Abhinav Moudgil, Guillaume Lajoie
― 4 min read
A new method combines reinforcement learning and MPC for better microgrid management.
Caio Fabio Oliveira da Silva, Azita Dabiri, Bart De Schutter
― 6 min read
Research highlights using influence functions to enhance PINN performance in physics problems.
Jonas R. Naujoks, Aleksander Krasowski, Moritz Weckbecker
― 6 min read
A new technique improves accuracy and efficiency in creating 3D meshes.
Jisung Hwang, Minhyuk Sung
― 6 min read
New method improves MRI analysis for dementia diagnosis using classical and quantum techniques.
Kuan-Cheng Chen, Yi-Tien Li, Tai-Yu Li
― 6 min read
This study focuses on enhancing fraud detection methods through advanced technology.
Sourav Verma, Joydip Dhar
― 5 min read
Learn how data shapes algorithm performance through tuning and real-time adaptation.
Maria-Florina Balcan, Anh Tuan Nguyen, Dravyansh Sharma
― 6 min read
New methods enhance audio tagging for diverse music styles and cultural preservation.
Charilaos Papaioannou, Emmanouil Benetos, Alexandros Potamianos
― 6 min read
New framework and dataset improve arousal detection in sleep studies.
Stefan Kraft, Andreas Theissler, Vera Wienhausen-Wilke
― 5 min read
FPBoost offers a new approach to survival analysis, improving predictions and decision-making.
Alberto Archetti, Eugenio Lomurno, Diego Piccinotti
― 4 min read
Machine learning improves the production and accuracy of official statistics.
Marco Puts, David Salgado, Piet Daas
― 5 min read
A new method improves neural network efficiency in scientific applications.
John Mango, Ronald Katende
― 5 min read
A new method enhances learning by integrating expert knowledge for improved estimates.
Getachew K Befekadu
― 5 min read
SLaVA-CXR improves chest X-ray report generation for better clinical efficiency.
Jinge Wu, Yunsoo Kim, Daqian Shi
― 4 min read
Exploring new ways to assess sperm DNA without damage for improved IVF outcomes.
Byron A Jacobs, Ifthakaar Shaik, Frando Lin
― 5 min read
Two models forecast groundwater levels with improved accuracy through weather data analysis.
Matteo Salis, Abdourrahmane M. Atto, Stefano Ferraris
― 6 min read
Combining deep learning with Bayesian inference for efficient posterior estimation.
Marvin Schmitt, Chengkun Li, Aki Vehtari
― 5 min read
New techniques enhance understanding of strain localization in materials under stress.
Omar León, Víctor Rivera, Angel Vázquez-Patiño
― 5 min read
New methods enhance efficiency in sampling log-concave distributions within polytopes.
Oren Mangoubi, Nisheeth K. Vishnoi
― 5 min read
SD-Codec improves audio processing by separating different sound types effectively.
Xiaoyu Bie, Xubo Liu, Gaël Richard
― 5 min read
Techniques to balance data distribution in federated learning for better model performance.
Kyle Sang, Tahseen Rabbani, Furong Huang
― 5 min read
A new approach to training language models improves efficiency and performance.
Yinmin Zhong, Zili Zhang, Bingyang Wu
― 7 min read
A new approach to classify malware efficiently using fewer labeled samples.
Eric Li, Yifan Zhang, Yu Huang
― 8 min read
New deep learning model improves predictions of sea surface currents.
Teerapong Panboonyuen
― 5 min read
New methods improve how human movements are applied to robots.
Xiyana Figuera, Soogeun Park, Hyemin Ahn
― 5 min read
Examining various methods for accurate temperature estimation with NV-diamond technology.
Shraddha Rajpal, Zeeshan Ahmed, Tyrus Berry
― 5 min read
A new approach improves analysis of health risks from environmental hazards.
Jong Woo Nam, Eun Young Choi, Jennifer A. Ailshire
― 8 min read
This article discusses new methods for solving the inverse medium problem with neural networks.
Ziyang Liu, Fukai Chen, Junqing Chen
― 7 min read
A study on buyer-seller interactions to enhance marketplace strategies.
Vaiva Pilkauskaitė, Jevgenij Gamper, Rasa Giniūnaitė
― 5 min read
A new AI tool improves communication between teachers and students in large classes.
Anvit Sinha, Shruti Goyal, Zachary Sy
― 6 min read
New methods improve understanding of AI model predictions.
Debarpan Bhattacharya, Amir H. Poorjam, Deepak Mittal
― 6 min read
Exploring new methods to improve proof verification in software engineering.
Minghai Lu, Benjamin Delaware, Tianyi Zhang
― 7 min read
A new method improves uncertainty quantification for graph data predictions.
Clemens Damke, Eyke Hüllermeier
― 7 min read
A look at automating the alignment of optical systems using three methods.
David A. Robb, Donald Risbridger, Ben Mills
― 7 min read
This article discusses a framework to help robots learn in challenging conditions.
Viet Dung Nguyen, Zhizhuo Yang, Christopher L. Buckley
― 6 min read
Maintaining meaning while transforming data is key for privacy and accuracy.
Muhan Zhang
― 5 min read
A method to generate synthetic data for few-shot learning in reinforcement learning.
Mohammad Pivezhandi, Abusayeed Saifullah
― 4 min read