Using neural networks to identify damage in thin aluminum plates for safer structures.
― 6 min read
Computer Science - Machine Learning
RSSNew tools improve understanding of Functional Random Forest predictions in healthcare.
― 8 min read
Research shows how coding influences language models' abilities in various tasks.
― 5 min read
Exploring the role of non-autoregressive networks in solving complex optimization problems.
― 6 min read
Exploring the impact of in-context learning on language model performance.
― 6 min read
VILA-U integrates video, image, and language tasks into a single framework.
― 5 min read
RLPF enhances user data summarization for better predictions.
― 5 min read
A look into the types and measurement of uncertainty in predictions.
― 7 min read
A look into how reservoir computing manages multiple tasks and its challenges.
― 7 min read
Exploring a new method for Q-function approximation in reinforcement learning.
― 5 min read
Examining fairness issues in transaction fraud detection systems.
― 6 min read
A novel approach to combine common and unique data from various observers.
― 5 min read
Combining active learning and Bayesian modeling enhances predictions in data-scarce engineering fields.
― 6 min read
This paper examines the role of RL in solving the Andrews-Curtis conjecture.
― 7 min read
A straightforward approach to predict the solubility of chemical compounds in water.
― 5 min read
New study highlights EEG and AI for early Alzheimer's diagnosis.
― 5 min read
CoxKAN enhances survival analysis with interpretability and performance.
― 6 min read
Fast Forward enhances low-rank training efficiency for language models.
― 6 min read
Learn how to generate realistic fake data safely.
― 6 min read
Study reveals key genes linked to age-related macular degeneration severity.
― 5 min read
This article discusses MLSAEs and their role in examining language model layers.
― 5 min read
This article discusses constrained diffusion models and their role in reducing bias.
― 6 min read
This research presents TBL to improve model performance in ultra-imbalanced data scenarios.
― 6 min read
UI-JEPA enhances how systems predict user actions from screen interactions.
― 5 min read
DynamicFormer utilizes machine learning to tackle enumerative geometry challenges effectively.
― 7 min read
New methods improve machine learning efficiency in mobile environments.
― 5 min read
MeMo dataset sheds light on how group conversations are remembered.
― 5 min read
New method improves predictions of urban metro passenger movements.
― 5 min read
Hybrid processors improve efficiency and accuracy in Transformer models.
― 5 min read
A new method improves decision-making under uncertainty through direct feature learning.
― 5 min read
A new approach to classify and manage misinformation across social media platforms.
― 7 min read
A new dataset enhances multilingual speech technology in India.
― 5 min read
Improving decision-making efficiency in complex environments using a novel algorithm.
― 7 min read
New techniques improve performance of Spectral GCNs in analyzing graph data.
― 5 min read
SSR improves language models' performance while maintaining their general abilities.
― 6 min read
Research reveals how layers in LLMs equally contribute to predictions.
― 6 min read
A look at Adaptative Context Normalization in deep learning for image processing.
― 4 min read
UAN improves training stability and accuracy in deep learning models.
― 6 min read
Exploring how author rankings can improve peer review quality in research.
― 5 min read
A new method enhances language understanding in Transformer models using non-linear geometries.
― 6 min read