New methods improve image quality and efficiency in generative models.
Avideep Mukherjee, Soumya Banerjee, Piyush Rai
― 6 min read
Computer Science - Machine Learning
RSSThis study enhances time series classification using representation soft label smoothing techniques.
Hengyi Ma, Weitong Chen
― 5 min read
This article discusses improving cybersecurity by integrating blockchain and machine learning into intrusion detection systems.
Synim Selimi, Blerim Rexha, Kamer Vishi
― 6 min read
Exploring how quantum computing can enhance personalized learning experiences in education.
Yifan Zhou, Chong Cheng Xu, Mingi Song
― 6 min read
CoRA enhances efficiency in training large language models using shared knowledge.
Xiaojun Xiao, Sen Shen, Qiming Bao
― 5 min read
A method to clean noisy graphs and enhance GNN performance.
Jonas Linkerhägner, Cheng Shi, Ivan Dokmanić
― 6 min read
TSO enhances language models by focusing on diversity, validity, and adaptability in preference data.
Kaihui Chen, Hao Yi, Qingyang Li
― 7 min read
A study on false refusals in language models and their impact on user experience.
Bang An, Sicheng Zhu, Ruiyi Zhang
― 6 min read
A new framework enhances data pruning by focusing on pre-trained models for molecular tasks.
Dingshuo Chen, Zhixun Li, Yuyan Ni
― 7 min read
An innovative approach to compress advanced models efficiently without losing performance.
Fenglei Fan, Juntong Fan, Dayang Wang
― 6 min read
New methods improve how robots learn and adapt to tasks.
Allen Z. Ren, Justin Lidard, Lars L. Ankile
― 5 min read
This paper proposes new metrics for measuring disentanglement in complex data.
Antonio Almudévar, Alfonso Ortega, Luis Vicente
― 5 min read
AGA improves AI training with diverse backgrounds while keeping subjects intact.
Fazle Rahat, M Shifat Hossain, Md Rubel Ahmed
― 6 min read
This project enhances text correction in Bulgarian historical documents using OCR technology.
Angel Beshirov, Milena Dobreva, Dimitar Dimitrov
― 5 min read
Attention models improve SAR target recognition accuracy and robustness.
Jacob Fein-Ashley, Rajgopal Kannan, Viktor Prasanna
― 6 min read
A new approach combines variational inference and annealed importance sampling for data analysis.
Jian Xu, Shian Du, Junmei Yang
― 4 min read
A study on Graphair's effectiveness in fair graph representations and link prediction.
Thijmen Nijdam, Juell Sprott, Taiki Papandreou-Lazos
― 5 min read
New methods improve reinforcement learning resilience against adversarial input.
Kosuke Nakanishi, Akihiro Kubo, Yuji Yasui
― 6 min read
Utilizing hyperspectral imaging for efficient detection of crop diseases.
Yu-Fan Lin, Ching-Heng Cheng, Bo-Cheng Qiu
― 5 min read
Using AI to simulate data for analyzing emotional connections in mental health.
Paulo Soares, Sean McCurdy, Andrew J. Gerber
― 10 min read
NoPhish extension utilizes machine learning to combat phishing threats online.
Leand Thaqi, Arbnor Halili, Kamer Vishi
― 6 min read
InfraLib enhances infrastructure management using data-driven methods and realistic models.
Pranay Thangeda, Trevor S. Betz, Michael N. Grussing
― 6 min read
A novel system generates speech from text using minimal data.
Justin Lovelace, Soham Ray, Kwangyoun Kim
― 4 min read
This study uses machine learning to predict acid mine drainage in mining areas.
Muhammad Sonny Abfertiawan, Muchammad Daniyal Kautsar, Faiz Hasan
― 5 min read
Discover how Federated Learning keeps data private while enabling collaboration in IIoT.
Senthil Kumar Jagatheesaperumal, Mohamed Rahouti, Ali Alfatemi
― 5 min read
A new method enhances the accuracy of trajectory recovery for better urban mobility.
Jinming Wang, Hai Wang, Hongkai Wen
― 6 min read
A new model improves depression detection in social media posts with clear explanations.
Sumit Dalal, Sarika Jain, Mayank Dave
― 5 min read
An overview of how deep learning methods tackle differential equations.
Georgios Is. Detorakis
― 6 min read
A new method to compute proximal operators without sorting data for optimization.
Kathryn Linehan, Radu Balan
― 7 min read
Researchers develop LEGNet to better predict language abilities in stroke survivors.
Zijian Chen, Maria Varkanitsa, Prakash Ishwar
― 5 min read
A new method improves the reliability of large language models' answers.
Derian Boer, Fabian Koch, Stefan Kramer
― 5 min read
Learn how to optimize effectively using biased information sources.
Yifan Hu, Jie Wang, Xin Chen
― 4 min read
Ranking aggregation helps combine preferences for better decision making across various fields.
Jin Sima, Vishal Rana, Olgica Milenkovic
― 5 min read
A new approach to managing financial portfolios through deep learning methods.
Jinyang Li
― 6 min read
A study on classifying weather conditions in images for better machine recognition.
Eden Ship, Eitan Spivak, Shubham Agarwal
― 7 min read
Neural networks enhance solutions for complex partial differential equations.
Janina Enrica Schütte, Martin Eigel
― 4 min read
A new method enhances classification by adjusting models to evolving data patterns.
Changze Huang, Di Wang
― 5 min read
A fresh model for anticipating indoor human trajectories using geometric and visual data.
Luigi Capogrosso, Andrea Toaiari, Andrea Avogaro
― 5 min read
A new method improves author identification in historical documents using Vision Transformers.
Tim Raven, Arthur Matei, Gernot A. Fink
― 5 min read
A new method integrates human input to enhance OOD learning for machine learning models.
Haoyue Bai, Xuefeng Du, Katie Rainey
― 7 min read