Introducing CMI and NCMI for better deep learning performance assessment.
― 6 min read
Computer Science - Machine Learning
RSSProSMIN improves model representation without labeled data, addressing key challenges in self-supervised learning.
― 8 min read
A new approach to improving traffic speed predictions during extreme events.
― 5 min read
Research pushes temporal link prediction using advanced regularisers in knowledge graphs.
― 5 min read
Gym-saturation aids provors in automated theorem proving using reinforcement learning.
― 6 min read
A framework using random masking enhances prediction of vehicle and pedestrian movements.
― 5 min read
Analyzing how selection bias affects personalized loan pricing strategies.
― 8 min read
Exploring the synergy between quantum computing and machine learning for enhanced problem-solving.
― 5 min read
A new method improves image similarity across diverse datasets.
― 5 min read
Robots learn human goals through active inverse learning for safer interactions.
― 5 min read
ShadowNet combines classical shadows and neural networks to enhance quantum system learning.
― 6 min read
PDFTriage enhances LLMs' ability to answer questions from structured documents.
― 5 min read
New methods aim to enhance imaging of fetal heart conditions.
― 6 min read
This article examines how AI can assist in diagnosing sepsis more effectively.
― 7 min read
Two innovative subsampling methods enhance the performance of Knowledge Graph Completion.
― 5 min read
This article introduces a method for improving tensor data analysis through personalization.
― 5 min read
This study shows how new methods enhance knee OA severity classification.
― 6 min read
This method enhances recommendations while protecting user data privacy.
― 5 min read
New neural network method improves roughness estimation in SAR images.
― 5 min read
Examining how autonomous vehicles learn to drive together and compete effectively.
― 6 min read
This research examines effective methods for identifying covariate drift in text data.
― 4 min read
A new method to enhance predictions in Bayesian deep learning by focusing on key parameters.
― 5 min read
Research delves into how AI interprets fairness and morality in language.
― 5 min read
A new method reduces shortcut reliance in language models for better understanding.
― 5 min read
MPTCP improves data communication speed and reliability using multiple network paths.
― 6 min read
A novel meta-learning model improves predictions with less data.
― 6 min read
A project focuses on enhancing fishery data to support sustainable practices.
― 8 min read
New techniques improve power flow learning for efficient electricity delivery.
― 6 min read
Introducing an efficient multi-class labeling method for semantic segmentation.
― 7 min read
A new approach to improve clustering accuracy and efficiency through Generalised Mutual Information.
― 5 min read
This study explores how postprocessing enhances Bayesian optimization efficiency in complex problems.
― 5 min read
Exploring ways to improve data sharing while ensuring user privacy.
― 6 min read
Exploring how transformers adapt to predict outputs in unknown systems.
― 5 min read
A new method improves data use in complex optimization problems.
― 6 min read
A new approach to optimize deep neural networks on resource-limited devices.
― 7 min read
Introducing CRAMP, a method improving agent navigation in crowded environments.
― 5 min read
Exploring how memory impacts AI’s ability to learn over time.
― 5 min read
A new deep learning method enhances vibration data analysis for safer infrastructure.
― 6 min read
Analyzing fine-tuning effects and proposing conjugate prompting as a solution.
― 6 min read
Study explores how to improve AI decision explanations for better patient understanding.
― 5 min read