This study focuses on enhancing GNNs to overcome challenges from biased training data.
― 6 min read
Computer Science - Artificial Intelligence
RSSA new method improves tracking accuracy and object representation in video segmentation.
― 5 min read
A new approach improves detection across various tasks using a single model.
― 6 min read
New methods improve accuracy in medical report generation using knowledge graphs and smart training.
― 5 min read
Investigating fairness in ML systems considering multiple protected attributes.
― 6 min read
FedDRL enhances federated learning by focusing on model quality and security.
― 7 min read
This study compares methods for handling high-cardinality categorical variables in machine learning.
― 5 min read
A method that improves adaptability and efficiency in language models.
― 5 min read
New algorithms enhance video streaming quality and reduce interruptions.
― 5 min read
FreeText offers quick, personalized feedback for open-ended student responses.
― 6 min read
Techniques for improving machine translation through effective data strategies.
― 5 min read
EdgeConvEns improves deep learning while keeping data private and secure.
― 7 min read
A new method enhances unsupervised graph learning through entropy estimation and subset sampling.
― 5 min read
A deep dive into the flaws of the RICE-N model on climate and economy.
― 5 min read
Countries must unite to tackle climate change through cooperation and negotiation.
― 5 min read
This article discusses a proposed negotiation protocol to tackle climate change challenges.
― 6 min read
We need better models for fair climate agreements worldwide.
― 3 min read
Examining how AI uses varied information for decision making.
― 6 min read
A new model improves speech extraction from noisy backgrounds using deep learning.
― 5 min read
A new method boosts word meaning clarity across languages.
― 5 min read
A new approach to control HVAC systems for cost savings and comfort.
― 6 min read
Examining foundational models that combine vision and language for diverse applications.
― 5 min read
Clear rules for authors submitting papers to a conference.
― 5 min read
This article examines how generative images can improve visual recognition tasks.
― 5 min read
Feature selection simplifies data analysis by identifying key variables.
― 5 min read
A proposal for improving AI systems' safety and transparency through accountability measures.
― 8 min read
Addressing fairness in machine learning to ensure equal treatment for all groups.
― 5 min read
Exploring the Hyena Neural Operator's efficiency in solving partial differential equations.
― 5 min read
This study examines new methods for solving the Rubik's Cube using AI planning techniques.
― 6 min read
This article discusses a framework to identify inaccuracies in AI-generated text.
― 6 min read
Zshot simplifies evaluation for Named Entity Recognition and Relation Extraction in NLP.
― 6 min read
Combining models to enhance crop yield predictions for food security.
― 5 min read
We enhance MCTS for efficient multi-agent navigation without collisions.
― 5 min read
BeTrans helps robots adapt to changing human behavior for better collaboration.
― 6 min read
A breakdown of attention models and their significance in improving performance.
― 5 min read
Using Machine Learning to predict code coverage streamlines software testing processes.
― 5 min read
An exploration of how CoT prompting influences language model behavior and performance.
― 6 min read
Discover innovative techniques improving the learning process of discrete-valued networks.
― 8 min read
A look at splitfed learning and its benefits for IoT devices.
― 5 min read
Exploring how unit interactions improve neural network training.
― 6 min read