DCLS enhances audio classification performance by learning kernel positions during training.
― 5 min read
Computer Science - Artificial Intelligence
RSSA method to enhance understanding of machine learning outcomes through user feedback.
― 6 min read
Exploring the potential of video generation in real-world tasks.
― 6 min read
Workshops help small business owners embrace generative AI tools.
― 6 min read
Introducing REFACTOR, a system for automatic theorem extraction from mathematical proofs.
― 7 min read
This article discusses explainability and fairness in legal judgment prediction models.
― 6 min read
Explore the crucial role of algorithm fidelity in online reinforcement learning for healthcare trials.
― 7 min read
A system that enhances AI-generated navigation instructions by detecting errors and offering corrections.
― 6 min read
FedReview improves federated learning by rejecting harmful model updates.
― 6 min read
A new method improves text generation speed using large and small language models.
― 6 min read
Language agents use graph models to enhance problem-solving abilities and collaboration.
― 4 min read
A study comparing GPT-4 and crowdsourcing in data labeling tasks.
― 6 min read
A look at how AI can help gather citizen values for better policies.
― 9 min read
Algorithms enhance player strategies in uncertain game environments.
― 5 min read
Exploring how transformers learn arithmetic in machine learning.
― 7 min read
Combining models improves sentiment analysis accuracy significantly.
― 5 min read
A new technique improves identification of aircraft in low-quality images.
― 5 min read
A new model improves text editing across multiple languages with user-friendly instructions.
― 5 min read
A new method enhances speech recognition efficiency using low-rank adaptation.
― 5 min read
Distributional Edge Layouts improve GNN performance by sampling diverse graph structures.
― 6 min read
A new approach to enhance predictions in temporal graph learning.
― 5 min read
An overview of diffusion models and their impact on generative AI.
― 7 min read
A new method improves rover planning in scientific missions, ensuring efficiency and reliability.
― 6 min read
Examining energy management's role in the growth of electric mobility and AI's impact.
― 4 min read
A new framework enhances the accuracy of AI responses to complex questions.
― 5 min read
A new method enhances image generation accuracy using vision-language models.
― 5 min read
A method to enhance GAN performance using unbalanced data.
― 7 min read
Exploring the privacy and security risks linked to Large Language Models.
― 6 min read
This article explores optimization challenges in Transformers and the effectiveness of Adam over SGD.
― 6 min read
Research challenges traditional methods of evaluating language model values and opinions.
― 6 min read
A new approach using backtranslation aims to protect language models from harmful prompts.
― 7 min read
A new infrastructure connects NLP datasets to measure social intelligence.
― 10 min read
A method for enhancing response quality in language models using feedback.
― 6 min read
FedUV improves model performance in federated learning on non-IID data.
― 6 min read
This study explores how deep learning can learn integrals and basic integration rules.
― 6 min read
This survey reviews recent developments in multi-turn dialogue systems leveraging large language models.
― 8 min read
A novel method for addressing complex optimization challenges using data-driven strategies.
― 6 min read
A new method improves exploration strategies for agents in complex tasks.
― 6 min read
A new method enhances fine-tuning efficiency for language models across diverse tasks.
― 5 min read
A new method helps robots interpret human commands more effectively.
― 5 min read