A new approach aligns language models with video content using textual simulations.
― 6 min read
Computer Science - Artificial Intelligence
RSSA novel method combines LLMs and KGs for improved reasoning accuracy.
― 6 min read
Exploring new methods for enhancing time-series predictions using large datasets.
― 7 min read
Dynamic Model Predictive Shielding enhances safety and efficiency in reinforcement learning.
― 6 min read
A new method offers insights into the trustworthiness of LLM responses.
― 6 min read
Exploring how Federated Learning can enhance data privacy in healthcare.
― 5 min read
A new framework enhances language model learning through interactive feedback.
― 7 min read
A new method using reinforcement learning to improve energy trading strategies safely.
― 6 min read
GridTST enhances time series forecasting by integrating temporal and variate information.
― 7 min read
This paper presents new sampling methods for better generative model performance.
― 6 min read
A new scoring method improves the quality of synthetic anomalies in machine learning.
― 7 min read
Learn how to adjust weight decay for better model performance in AdamW.
― 7 min read
A novel approach improves efficiency in knowledge graph completion tasks.
― 5 min read
A new method for improving entity typing accuracy in knowledge graphs.
― 7 min read
Exploring new models for improved long-term predictions in various sectors.
― 7 min read
A new scheduler improves communication in Industrial Internet of Things using reinforcement learning.
― 5 min read
Automated tools improve code quality and streamline the review process.
― 9 min read
MotionCraft generates realistic videos using physics without extensive training.
― 8 min read
Integrating textual information enhances accuracy in time series forecasting.
― 5 min read
This article discusses the integration of AI into education and its implications.
― 8 min read
A new framework reduces data biases improving instruction-following performance in language models.
― 7 min read
A new audio codec offering high-quality compression and rich semantic content.
― 6 min read
NFCL combines accuracy and clarity in multivariate time-series predictions.
― 7 min read
New language models show promise in understanding and generating human language.
― 5 min read
A study on whether AI can conduct independent scientific research.
― 6 min read
A new method improves response time in large language models without sacrificing quality.
― 5 min read
A method to secure neural networks against vulnerabilities in memory.
― 6 min read
A method to prevent misuse of text-to-image models while maintaining their lawful applications.
― 6 min read
This work explores LLMs' role in improving reinforcement learning with reward shaping.
― 7 min read
This study compares how language models express uncertainty compared to human communication.
― 5 min read
New system enhances academic searches using language models.
― 6 min read
A look into how compositionality connects language, thought, and AI.
― 7 min read
A system to improve cultural representation in AI through simulated dialogues.
― 7 min read
New method combines Go-Explore with advanced models for better machine learning.
― 5 min read
Weak models can help strong AI models learn more effectively.
― 6 min read
LangCell combines cell data and natural language for better cell analysis.
― 7 min read
A new method improves how systems handle errors in spoken language understanding.
― 6 min read
This study analyzes how language models recover from reasoning errors during tasks.
― 8 min read
MuDreamer enhances agent learning by focusing on prediction rather than image reconstruction.
― 7 min read
A tool that combines audio and video analysis to identify events.
― 5 min read