conftrace_

sparse autoencoder

112 papers

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Co-occurring keywords

large language model (13587) mechanistic interpretability (133) feature extraction (1580) language model (4599) representation learning (6206) model interpretability (519) steering vector (33) feature steering (6) feature decomposition (51) interpretable feature (23)

Papers

Improving Sparse Decomposition of Language Model Activations with Gated Sparse Autoencoders NIPS 2024
Attention-augmented X-vectors for the Evaluation of Mimicked Speech Using Sparse Autoencoder-LSTM framework INTERSPEECH 2024
Measuring Progress in Dictionary Learning for Language Model Interpretability with Board Game Models NIPS 2024
Transcoders find interpretable LLM feature circuits NIPS 2024
Where to Pay Attention in Sparse Training for Feature Selection? NIPS 2022
Vector Quantized Temporally-Aware Correspondence Sparse Autoencoders for Zero-Resource Acoustic Unit Discovery INTERSPEECH 2020
A Machine Learning Suite for Machine Components’ Health-Monitoring AAAI 2019
Transfer Learning for Improving Speech Emotion Classification Accuracy INTERSPEECH 2018
Recovering 6D Object Pose and Predicting Next-Best-View in the Crowd CVPR 2016
Natural Image Bases to Represent Neuroimaging Data ICML 2013
ICA with Reconstruction Cost for Efficient Overcomplete Feature Learning NIPS 2011
An Analysis of Single-Layer Networks in Unsupervised Feature Learning AISTATS 2011