WINO offers faster and more efficient predictions for electric fields across varied wavelengths.
― 5 min read
Computer Science - Machine Learning
RSSNew machine learning tool predicts fluid behavior around complex shapes.
― 5 min read
A new method enhances accuracy in brain tumor imaging and diagnosis.
― 6 min read
A new method enhances task adaptation in large language models by predicting complexity needs.
― 5 min read
Learn how federated learning enhances small object detection while maintaining data privacy.
― 4 min read
ASGM practices threaten ecosystems and community health worldwide.
― 6 min read
A new approach to cybersecurity using real-time attacker behavior insights.
― 7 min read
PEDAL improves accuracy and efficiency in language model outputs using diverse prompts.
― 6 min read
A look at how on-device learning balances app performance with user privacy.
― 6 min read
An innovative system automates sound generation for films and games.
― 8 min read
GeoTransformer integrates diverse data for improved urban economic predictions.
― 6 min read
LEVIS helps find safe input spaces for reliable neural network outputs.
― 5 min read
Caution-Aware Transfer enhances safety and performance in reinforcement learning applications.
― 6 min read
A new technique simplifies sampling from complex probability distributions in data science and finance.
― 6 min read
A new approach to assess LLMs with diverse evaluation sets.
― 6 min read
A new method for generating peptides with single sequence input enhances drug discovery.
― 5 min read
A new method improves analysis of geometric trees in various fields.
― 6 min read
How explanation specificity affects passenger safety and anxiety in autonomous vehicles.
― 7 min read
A new approach to analyze complex data while ensuring privacy and efficiency.
― 4 min read
SYMPOL bridges decision-making clarity and effectiveness in reinforcement learning.
― 7 min read
KarSein improves CTR prediction accuracy and efficiency for online ads.
― 4 min read
A novel approach to self-driving vehicles that prioritizes safety and comfort.
― 5 min read
NRMs improve machine learning by remembering past actions and experiences.
― 6 min read
MIA-Tuner aims to address privacy issues in LLM training data.
― 5 min read
A study on using big data to forecast disruptions in supply chains.
― 6 min read
Using data-driven methods to forecast sewer system behavior during heavy rain.
― 6 min read
A new framework enhances privacy and data quality in federated learning.
― 8 min read
DeepDFA combines DFAs and RNNs for effective pattern recognition.
― 7 min read
Enhancing Policy Mirror Descent with functional acceleration for faster decision-making.
― 7 min read
A framework for assessing safety and emissions in self-driving vehicles.
― 7 min read
GrassNet uses State Space Models for adaptive filtering in graph neural networks.
― 5 min read
New method enhances breast cancer detection using FFDM and SM images.
― 4 min read
This study explores machine learning applications in predicting financial market movements.
― 5 min read
Exploring how different tokenization strategies can enhance language model performance.
― 5 min read
A method to identify significant shifts in data over time.
― 7 min read
A new framework mimicking biological learning using chemical reactions.
― 7 min read
Exploring how external inputs shape responses of large language models.
― 6 min read
Researchers propose a method to enhance medical models while ensuring data privacy.
― 4 min read
A new optimizer shows promise for fine-tuning pretrained models.
― 6 min read
Harnessing data from simulations to enhance production in semiconductor manufacturing.
― 6 min read