Examining the efficiency and latency challenges of SMoE models in language processing.
― 6 min read
Computer Science - Machine Learning
RSSA new model improves language processing by focusing on input representation.
― 6 min read
A new approach improves actor-critic methods in reinforcement learning.
― 8 min read
New methods improve efficiency in transporting resources with lower costs.
― 6 min read
RTUs improve efficiency and adaptability in sequence learning and control tasks.
― 6 min read
FinePseudo enhances fine-grained action recognition using fewer labeled examples.
― 6 min read
A look at how players adapt strategies in competitive scenarios.
― 5 min read
A new approach enhances video alignment across large datasets.
― 9 min read
A new method enhances federated learning's security by combating Byzantine attacks effectively.
― 6 min read
A new approach to enhance neural network performance using erasure coding techniques.
― 5 min read
A new approach to find ODEs using active data collection techniques.
― 6 min read
A method to classify complex time series data using spectral analysis.
― 5 min read
Exploring machine learning techniques for efficient VLSI design partitioning.
― 6 min read
Identifying unique traits of code produced by Claude 3 using machine learning.
― 8 min read
CHESS improves efficiency of language models while maintaining performance on resource-limited devices.
― 6 min read
A new dataset aims to track coastal changes in Ireland accurately.
― 8 min read
Analyzing time series data enhances decision-making across various fields.
― 6 min read
This article examines how intrinsic dimension influences neural network performance across image types.
― 5 min read
New methods improve understanding of deep learning decisions in time series analysis.
― 5 min read
A new AI method simplifies chip layout creation with fewer resources.
― 5 min read
A new method enhances the detection of rare diseases using synthetic examples.
― 5 min read
A new view simplifies neural networks through linear operations and dynamical systems.
― 5 min read
A new method reveals insights into prediction errors and model complexity.
― 8 min read
Examining new methods to enhance neural network efficiency and security.
― 8 min read
New methods improve safe exploration in reinforcement learning systems.
― 6 min read
Innovative approach to enhance diffusion models while avoiding complex adjustments.
― 5 min read
New method enhances efficiency of large language models by focusing on relevant information.
― 6 min read
This article explores the impact of attacks on machine learning models and defensive strategies.
― 7 min read
Logit Scaling enhances out-of-distribution data detection without training data.
― 6 min read
AGRO offers a new method for efficient planning in uncertain environments.
― 5 min read
Explore how technology predicts outcomes and assists in decision-making.
― 6 min read
Study assesses the creation and evaluation of synthetic satellite images.
― 10 min read
A new Bayesian approach enhances modeling of complex systems and their dynamics.
― 4 min read
SOOD-ImageNet addresses challenges in computer vision related to changing image meanings.
― 6 min read
Participants tackled complex robotics tasks at the AI Olympics using advanced techniques.
― 6 min read
SwipeRx uses AI for personalized pharmacy recommendations and improved patient care.
― 5 min read
CARIn framework adapts deep learning models for optimal performance on mobile devices.
― 6 min read
Introducing a model that improves image retrieval by incorporating uncertainty.
― 6 min read
A new method enhances active learning in graph-based tasks with limited labeling.
― 5 min read
A new method enhances recommendations by considering diverse user interests.
― 5 min read