This paper discusses methods for risk-averse decision-making using Markov Decision Processes.
― 5 min read
Computer Science - Artificial Intelligence
RSSCombine trained models to improve performance and reduce costs.
― 5 min read
A look at the D-PGPD algorithm for decision-making in continuous spaces.
― 7 min read
A new method for learning concepts from single examples using Gaussian Mixture Models.
― 5 min read
Enhancing machine learning performance through dynamic data and model interaction.
― 6 min read
A look at reasoning with conflicting information in various fields.
― 6 min read
A new approach aims to enhance safety in public venues using advanced technology.
― 6 min read
New method enhances Diffusion Transformers for smaller devices.
― 4 min read
A new method enhances understanding of cancer drug responses through clearer explanations.
― 6 min read
A new dataset enhances understanding of user intent in search queries.
― 5 min read
A new method improves voice conversion using fewer samples.
― 5 min read
This study enhances time series classification using representation soft label smoothing techniques.
― 5 min read
This article discusses improving cybersecurity by integrating blockchain and machine learning into intrusion detection systems.
― 6 min read
This study assesses large language models in Romanian programming challenges.
― 6 min read
BreachSeek uses AI to improve cybersecurity through automated penetration testing.
― 5 min read
CoRA enhances efficiency in training large language models using shared knowledge.
― 5 min read
TSO enhances language models by focusing on diversity, validity, and adaptability in preference data.
― 7 min read
A new framework enhances data pruning by focusing on pre-trained models for molecular tasks.
― 7 min read
An innovative approach to compress advanced models efficiently without losing performance.
― 6 min read
This paper proposes new metrics for measuring disentanglement in complex data.
― 5 min read
AGA improves AI training with diverse backgrounds while keeping subjects intact.
― 6 min read
Research explores earth mounds' significance and impact on ecosystems.
― 7 min read
A study on plant detection using innovative image analysis techniques.
― 6 min read
A new approach combines variational inference and annealed importance sampling for data analysis.
― 4 min read
New methods improve reinforcement learning resilience against adversarial input.
― 6 min read
A new approach to enhance decoder models for different dialects.
― 5 min read
Aryn transforms unstructured data into useful insights seamlessly.
― 8 min read
NoPhish extension utilizes machine learning to combat phishing threats online.
― 6 min read
Combining SAM and MLLMs for better object localization in images.
― 8 min read
InfraLib enhances infrastructure management using data-driven methods and realistic models.
― 6 min read
A novel system generates speech from text using minimal data.
― 4 min read
This study uses machine learning to predict acid mine drainage in mining areas.
― 5 min read
Discover how Federated Learning keeps data private while enabling collaboration in IIoT.
― 5 min read
A new method enhances the accuracy of trajectory recovery for better urban mobility.
― 6 min read
A new model improves depression detection in social media posts with clear explanations.
― 5 min read
Enhancing code generation by integrating programming context for better accuracy.
― 7 min read
A new model identifies connections in electrical engineering drawings more effectively.
― 5 min read
This article presents a new method for realistic dialogue systems using user-specific traits.
― 4 min read
A new approach enhances skin condition diagnosis across diverse skin tones.
― 6 min read
A new method improves the reliability of large language models' answers.
― 5 min read