Latest Articles for Activations

A new method enhancing model performance through effective outlier management.

Exploring new approaches to enhance DRAM security against Rowhammer threats.

JumpReLU SAEs improve data representation while keeping it simple and clear.

MINT offers a cost-effective way to tackle the Rowhammer issue in DRAM.

A new method enhances the accuracy of probing language models for knowledge.

Study reveals interaction between gene expression and growth rates in engineered cells.

Exploring how platelets interact and form clots in the body.

New methods improve the effectiveness of vagus nerve treatments.

A look into the HMoE model and its advantages in language processing.

Explore how interactive methods improve model transparency in time series analysis.

A fresh look at TCR specificity challenges older methods.

A new method makes using large language models on mobile devices more efficient.

Logit Scaling enhances out-of-distribution data detection without training data.

Research reveals how neurons in speech models recognize key features of sound.

A study reveals how blood vessels respond to neuron activity in the brain.

Householder Pseudo-Rotation enhances language models' performance and consistency in responses.

This research explores memory reduction methods for training deep neural networks.

A new way to make language models lighter without losing performance.

This article discusses the relationship between steering vectors and sparse autoencoders in AI.

Gradient Sparse Autoencoders enhance feature influence for better model understanding.

Learn about Anda, a new method for managing activation data in LLMs.

Learn how researchers identify memorization in large language models for better understanding.

New insights suggest neural networks focus more on distances than signal strengths.

CNA method enhances GNNs by tackling oversmoothing and improving performance.

Explore how Chain-of-Thought helps AI models reason better.

Discover the intricate ways we make sense of language.

Discover how mechanical forces shape life from the very start.

Researchers study how our brain controls speech and its implications for recovery.