New methods improve efficiency of deep neural networks for limited-resource devices.
― 5 min read
Computer Science - Machine Learning
RSSTransolver offers advanced solutions for complex mathematical problems in various fields.
― 4 min read
Introducing a new method for efficient model fine-tuning.
― 5 min read
A new system identifies harmful content in UGCG promotions.
― 7 min read
Optimizing CNN performance on FPGAs through memory management techniques.
― 6 min read
A new method improves action recognition in unedited videos using few examples.
― 8 min read
Explore various models used for data classification and uncertainty estimation.
― 5 min read
Learn how prescriptive networks improve treatment decisions in personalized healthcare.
― 5 min read
Examining how data shapes the alignment of AI models with human preferences.
― 5 min read
This study focuses on automating defect analysis in silicon carbide wafers using machine learning.
― 8 min read
Exploring the role of machine learning in rigorous scientific research.
― 5 min read
Learn how unrolling improves neural network training for physical simulations.
― 6 min read
TransFusion improves contrastive learning with structured attention and effective data processing.
― 6 min read
A new method enhances accuracy and speed in estimating Lipschitz constants for deep networks.
― 7 min read
Examining the impact of attacks on machine learning efficiency and proposing new strategies.
― 6 min read
This study identifies vital hyperparameters for training quantum neural networks effectively.
― 8 min read
Leveraging new techniques for efficient urban water management.
― 7 min read
A look into how neural networks learn and the role of physics in training.
― 6 min read
A new approach to synthesize voices with improved rhythm accuracy.
― 8 min read
A multilingual approach to understanding patient experiences with ADRs.
― 7 min read
Exploring quantum algorithms' role in detecting financial crimes.
― 5 min read
Automated solutions for identifying brain tumors show promise in improving patient care.
― 6 min read
A new method enhances confidence scores for language models across specific topics.
― 6 min read
This study explores using behavior analysis with machine learning to enhance online learning outcomes.
― 8 min read
SEMA offers a flexible approach for continual learning, adapting models to new data effectively.
― 6 min read
A model predicts cyber attack vulnerability based on social and economic factors.
― 8 min read
A new approach to make high-dimensional data easier to manage.
― 7 min read
MANGO benchmark tests language models for navigation and mapping in maze contexts.
― 6 min read
A new method uses deep learning to tackle stochastic differential equations effectively.
― 5 min read
Learn how decision trees aid in data-driven decisions and predictions.
― 6 min read
Introducing DeNetDM, a technique to reduce biases in neural networks without complex adjustments.
― 7 min read
This study emphasizes the importance of target variables in vehicle behavior modeling.
― 5 min read
Examining how information shapes decision-making in complex situations.
― 6 min read
A new method to verify deep neural networks using vision-language models.
― 7 min read
A new method enhances learning by addressing varying data scales.
― 6 min read
A study on the explainability of machine learning models for pancreatic cancer care.
― 6 min read
Using SCADA data to enhance predictions and detect performance issues in wind turbines.
― 8 min read
This method simplifies blending different LoRA models for high-quality image generation.
― 5 min read
New training method enhances stability and accuracy in molecular dynamics simulations.
― 7 min read
A closer look at sparse feature circuits in language models and their implications.
― 9 min read