Mamba-2 combines SSMs and Transformers for improved efficiency in language tasks.
― 7 min read
Cutting edge science explained simply
Mamba-2 combines SSMs and Transformers for improved efficiency in language tasks.
― 7 min read
This paper proposes new methods to evaluate information fragmentation in machine learning.
― 7 min read
Key steps to streamline your paper submission process.
― 3 min read
Introducing Federated Dynamic Averaging for improved communication in distributed deep learning.
― 8 min read
A new approach using neural networks for managing Gaussian scale spaces efficiently.
― 6 min read
Examining client contributions and vulnerabilities in federated learning systems.
― 6 min read
Improving sample quality in machine learning through innovative methods.
― 5 min read
A look at improved techniques for measuring carbon in U.S. forests.
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Learn how FeNNol enhances molecular dynamics simulations using machine learning.
― 7 min read
Research on optimizing deep learning models with sparsity and quantization techniques.
― 6 min read
Using remote sensing to improve forest biomass estimation in China.
― 6 min read
Flow matching offers a new way to generate data samples efficiently.
― 7 min read
Examining the impact of calibration set quality on LLM performance post-quantization.
― 7 min read
New method enhances reliability of predictions by addressing uncertainty in machine learning.
― 7 min read
A new method improves language models by learning from real-time data.
― 6 min read
Agents improve predictions together while respecting privacy and limitations.
― 6 min read
Denoising Language Models improve error correction in speech recognition systems using synthetic data.
― 7 min read
A method for collaborative machine learning while keeping data private.
― 5 min read
A new method improves image generation accuracy from text prompts.
― 7 min read
New methods for privacy-preserving collaboration in vertical federated learning.
― 5 min read
A look at various AI models and their efficiencies in processing data.
― 6 min read
This article presents a method to improve handling of missing data.
― 8 min read
Exploring federated control in reinforcement learning for agents to work together securely.
― 6 min read
A new method enhances relation extraction across long documents.
― 7 min read
New methods in stochastic optimal control for infinite-dimensional spaces show promise in generative modeling.
― 8 min read
Forgetting enhances learning in humans and machine models, improving adaptability and performance.
― 6 min read
New methods enhance language model outputs while maintaining grammar rules.
― 6 min read
Discover how GPS technology changes team performance analysis.
― 5 min read
New method highlights disparities in course difficulty among student groups.
― 8 min read
Introducing RobustKD, a method to enhance model safety against backdoor attacks.
― 8 min read
D-FaST method improves cognitive signal decoding using frequency, space, and time.
― 6 min read
A new approach improves RF signal generation for better wireless communication.
― 5 min read
A new method enhances fault detection using multivariate time series data.
― 6 min read
Using vector embeddings to improve AI tools in low-resource healthcare settings.
― 8 min read
Research aims to improve pathfinding efficiency using adaptable heuristic functions.
― 8 min read
A new method enhances system predictions using data-driven approaches.
― 6 min read
This study proposes a new approach to maintain learning in AI systems.
― 6 min read
A new framework for training recommender systems using simulated user interactions.
― 7 min read
New model enhances prediction accuracy for hydrophobic patches in proteins.
― 6 min read
A deep dive into how uncertainty affects neural network predictions.
― 6 min read