CryptoTrain combines cryptographic techniques to protect sensitive data during machine learning training.
Jiaqi Xue, Yancheng Zhang, Yanshan Wang
― 5 min read
Computer Science - Machine Learning
RSSSWE2 improves detection of hate speech on social media through advanced techniques.
Guanyi Mou, Pengyi Ye, Kyumin Lee
― 4 min read
This article examines methods to identify illegal wildlife trade online.
Guanyi Mou, Yun Yue, Kyumin Lee
― 5 min read
GraphLoRA enhances the transferability of Graph Neural Networks across varied graphs.
Zhe-Rui Yang, Jindong Han, Chang-Dong Wang
― 6 min read
A new approach to improve molecular property predictions in AI using task addition.
Soorin Yim, Dae-Woong Jeong, Sung Moon Ko
― 6 min read
Introducing a new method to improve deep learning models by reducing overfitting.
Bum Jun Kim, Sang Woo Kim
― 5 min read
A method to trace climate changes after volcanic eruptions reveals important pathways.
Meredith G. L. Brown, Matt Peterson, Irina Tezaur
― 6 min read
A new method boosts material handling efficiency using multi-agent reinforcement learning.
Xian Yeow Lee, Haiyan Wang, Daisuke Katsumata
― 7 min read
New models enhance prediction of material properties through atomic arrangements.
Jiayu Peng, James Damewood, Jessica Karaguesian
― 6 min read
A novel method enhances sensor placements for better data accuracy in physical systems.
Xu Liu, Wen Yao, Wei Peng
― 6 min read
A3 framework enhances machine learning models for adapting to new data environments.
Chrisantus Eze, Christopher Crick
― 6 min read
Examining the role of classifiers, particularly CVFR models, in machine learning.
Lorenzo Chicchi, Duccio Fanelli, Diego Febbe
― 6 min read
New methods focus on analyzing source code for better defect prediction.
Hung Viet Pham, Tung Thanh Nguyen
― 7 min read
Research on improving bird sound identification through machine learning techniques.
Burooj Ghani, Vincent J. Kalkman, Bob Planqué
― 6 min read
FeDETR uses federated learning for improved coronary stenosis evaluation.
Raffaele Mineo, Amelia Sorrenti, Federica Proietto Salanitri
― 6 min read
A dataset helps AI systems learn better from distracting visuals.
Joseph Ortiz, Antoine Dedieu, Wolfgang Lehrach
― 6 min read
An overview of various methods for merging models to enhance machine learning performance.
Derek Tam, Yash Kant, Brian Lester
― 8 min read
New system enhances robot memory and communication in human environments.
Quanting Xie, So Yeon Min, Tianyi Zhang
― 5 min read
Introducing Wavelet-CLIP for improved detection of deepfake images.
Lalith Bharadwaj Baru, Shilhora Akshay Patel, Rohit Boddeda
― 5 min read
SOAR improves action recognition accuracy in drone footage analysis.
Ruiqi Xian, Xiyang Wu, Tianrui Guan
― 5 min read
Discover how machine learning boosts data compression in science.
Youyuan Liu, Wenqi Jia, Taolue Yang
― 7 min read
AI-driven WeatherFormer improves weather predictions while reducing energy consumption.
Junchao Gong, Tao Han, Kang Chen
― 5 min read
SLIDE revolutionizes how engineers simulate mechanical systems using fast, data-driven methods.
Peter Manzl, Alexander Humer, Qasim Khadim
― 6 min read
Introducing AdaGauss to enhance learning without retaining older data.
Grzegorz Rypeść, Sebastian Cygert, Tomasz Trzciński
― 5 min read
A new method improves automatic piano cover creation using existing music transcription technology.
Kazuma Komiya, Yoshihisa Fukuhara
― 6 min read
New approaches improve modeling of physical behaviors in varying geometries.
Linying Zhang, Stefano Pagani, Jun Zhang
― 7 min read
Using implicit neural networks to enhance speed of sound measurement in tissues.
Michal Byra, Piotr Jarosik, Piotr Karwat
― 4 min read
A new method for generating engaging distractors in educational assessments.
Devrim Cavusoglu, Secil Sen, Ulas Sert
― 5 min read
A study proposes a model to better classify thyroid nodules and reduce unnecessary surgeries.
Shreeram Athreya, Andrew Melehy, Sujit Silas Armstrong Suthahar
― 4 min read
A new approach improves AI's ability to handle unusual data.
Debargha Ganguly, Debayan Gupta, Vipin Chaudhary
― 6 min read
Innovative methods improve detection of malware through deep packet inspection.
Kyle Stein, Arash Mahyari, Guillermo Francia
― 5 min read
A study on how models follow instructions during complex dialogues.
Elliot L. Epstein, Kaisheng Yao, Jing Li
― 6 min read
This article discusses key concerns regarding the reliability of text-to-image models.
Yi Zhang, Zhen Chen, Chih-Hong Cheng
― 6 min read
This research explores active learning methods to estimate question difficulty efficiently.
Arthur Thuy, Ekaterina Loginova, Dries F. Benoit
― 6 min read
A new method tracks rhinos using their waste locations to combat poaching.
Lucia Gordon, Nikhil Behari, Samuel Collier
― 7 min read
MALPOLON provides accessible species distribution modeling for researchers and ecologists.
Theo Larcher, Lukas Picek, Benjamin Deneu
― 5 min read
Study examines self-supervised learning methods to enhance cardiovascular imaging.
Rob A. J. de Mooij, Josien P. W. Pluim, Cian M. Scannell
― 5 min read
OBSI enhances decision-making by focusing on relevant features in online settings.
Rowan Swiers, Subash Prabanantham, Andrew Maher
― 5 min read
Exploring new methods to improve optimization algorithms for faster decision-making.
Ibrahim K. Ozaslan, Mihailo R. Jovanović
― 4 min read
A new approach improves clustering results using Bayesian bootstrap.
Federico Maria Quetti, Silvia Figini, Elena ballante
― 6 min read