Exploring secure multi-party computation as a solution for privacy in data-driven services.
― 6 min read
Computer Science - Machine Learning
RSSA method to improve prediction accuracy using importance sampling and spatial cross-validation.
― 7 min read
A new method boosts accuracy and trust in medical image diagnosis.
― 5 min read
Introducing a new method for effective graph clustering using relational information.
― 6 min read
A new model improves understanding of molecular shapes by considering forces on atoms.
― 6 min read
ABC123 introduces efficient counting of various objects without prior examples.
― 5 min read
Transforming gestures for virtual agents with preserved meaning.
― 6 min read
A new method enhances accuracy in classifying time-series data from sensors.
― 5 min read
This article discusses a novel generative AI approach for modeling order flow in financial markets.
― 4 min read
A model combines graph neural networks and zero-inflation strategies for better traffic predictions.
― 6 min read
AI tutors help improve student performance through personalized learning.
― 5 min read
Research focuses on AI models to improve prostate cancer detection and provide confidence levels.
― 6 min read
Examining weaknesses in machine translation through adversarial attacks.
― 5 min read
New methods improve federated learning efficiency while ensuring data privacy.
― 5 min read
A new method for efficiently choosing smaller groups from larger sets to maintain value.
― 5 min read
A new approach using point clouds improves skull implant design efficiency.
― 5 min read
A new method enhances explosion detection in user-generated content.
― 5 min read
Learn how random feature approximation enhances kernel methods in data analysis.
― 5 min read
This study examines enhancing medical image classification despite labeling errors.
― 5 min read
New methods enhance ECG analysis for improved heart health diagnosis.
― 4 min read
Mutation-based fault localization offers a new way to find bugs in DNNs.
― 5 min read
Using deep learning to detect damage on ancient steles for preservation.
― 6 min read
Machine learning methods help detect unusual chemicals in exoplanet atmospheres.
― 6 min read
SDLFormer combines advanced techniques for better MRI image quality and faster processing.
― 5 min read
A look at two methods for high-dimensional regression analysis.
― 7 min read
A new approach improves language model performance through optimized weight rounding.
― 6 min read
Exploring how neural networks improve the accuracy of sound source localization.
― 6 min read
New techniques improve model efficiency and prediction accuracy using quantized tensor networks.
― 5 min read
Introducing a novel approach to analyze complex sensor data over time.
― 6 min read
SparseSwin offers efficient image classification with fewer parameters and high accuracy.
― 6 min read
Machine learning tool assesses lung cancer risk within five years.
― 5 min read
A new neural network approach predicts changes in dynamic systems using incomplete data.
― 7 min read
Discover the role of compressed formats in enhancing AI performance.
― 4 min read
New method combines ECG and CMR data for better heart assessments.
― 5 min read
LLMs improve software performance and efficiency in code optimization.
― 5 min read
A novel attack method reveals vulnerabilities in face verification technology.
― 6 min read
A new approach to graph embedding enhances data analysis through physical force concepts.
― 6 min read
A new approach enhances engineers' confidence in AI predictions during incidents.
― 6 min read
New model improves speech recognition in noisy environments by focusing on a single speaker.
― 4 min read
This study examines the use of sensors to enhance lifting safety and monitor practices.
― 5 min read