A new framework targets vulnerabilities in quantum classifiers from adversarial attacks.
― 7 min read
Computer Science - Artificial Intelligence
RSSAI tools are reshaping how researchers conduct literature reviews.
― 5 min read
This work refines counterfactual inference for improved decision-making in healthcare.
― 8 min read
A guide to using SHACL shapes with SPARQL for effective data validation.
― 7 min read
Learn how data-to-text generation makes complex information easier to understand.
― 7 min read
A new method improves accuracy in assessing photovoltaic system performance loss over time.
― 5 min read
Introducing a novel approach to identify misinformation in the digital age.
― 6 min read
Improving the way we identify sound sources using audio-visual data.
― 6 min read
New method enhances model predictions by addressing miscalibration issues effectively.
― 8 min read
A new method boosts PDE solving speed while measuring prediction reliability.
― 6 min read
A new method enables quick learning from single demonstrations in unstable settings.
― 5 min read
Exploring how language models reflect personality traits in recruitment.
― 7 min read
A new approach helps machines learn and interpret visual concepts effectively.
― 6 min read
This article discusses continual learning challenges and potential solutions in machine learning.
― 6 min read
This article examines the difficulties and techniques in updating knowledge in language models.
― 4 min read
This study enhances fine-tuning efficiency in neural networks using transductive active learning.
― 7 min read
Innovative methods improve the design and manufacturing of optical devices.
― 7 min read
New methods combine expert insights with learner experiences for improved efficiency.
― 7 min read
This study investigates a new method for image matching focused on textured regions.
― 6 min read
Analyzing Text-to-SQL systems using user-generated questions from the FootballDB project.
― 7 min read
A community-led initiative to identify harmful prompts in T2I models.
― 6 min read
Research investigates how simple models exhibit complex behaviors and agency.
― 6 min read
Exploring how friction can enhance user experiences in AI.
― 10 min read
A new framework to evaluate LLMs' understanding of code tasks.
― 9 min read
This paper analyzes the advantages of multi-head attention over single-head attention in machine learning tasks.
― 6 min read
New method enhances model adaptation for medical images using a single image.
― 5 min read
Deepfakes pose risks to personal freedoms and national security.
― 6 min read
New method improves the discovery of crystal materials for technology and sustainability.
― 10 min read
Examining the traits and challenges of developing intelligent machines.
― 6 min read
SafeCoder improves the safety of code generated by language models.
― 6 min read
A new approach to enhance mobile live video streaming quality and energy efficiency.
― 8 min read
New dataset improves LLM performance in chemistry tasks significantly.
― 5 min read
A new method enhances how language models gather and use information.
― 6 min read
Research on how Transformers improve generalization for longer sequences in addition tasks.
― 7 min read
A new method for predicting causal relationships from time series data using deep learning.
― 5 min read
A new method merges covariance and Hessian matrices to improve binary classification accuracy.
― 6 min read
This study examines the benefits of personalized responses in language models.
― 4 min read
Research explores how neurons interact and learn in large language models.
― 6 min read
Examining estimation biases and their impact on reinforcement learning techniques.
― 6 min read
Explore how uncertainty affects machine learning predictions and methods to measure it.
― 6 min read