Implementation of the stacked denoising autoencoder in Tensorflow
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Aug 21, 2018 - Python
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sparse-autoencoder
Here are 20 public repositories matching this topic...
A complete end-to-end pipeline for LLM interpretability with sparse autoencoders (SAEs) using Llama 3.2, written in pure PyTorch and fully reproducible.
pytorch feature-extraction open-research sparse-autoencoder llama3 llm-interpretability feature-steering
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Mar 23, 2025 - Python
Pytorch implementations of various types of autoencoders
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Dec 4, 2018 - Python
Tensorflow Examples
machine-learning deep-learning tensorflow linear-regression cnn mnist ae rnn autoencoder logistic-regression rbm mlp nearest-neighbors multilayer-perceptron-network tf grbm brnn drnn sparseae sparse-autoencoder
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May 11, 2017 - Python
Pivotal Token Search
tokens dataset-generation sae sparse-autoencoder dpo llm reasoning-agent llm-inference direct-preference-optimization llm-steering steering-vector phi-4 reasoning-language-models phi4 reasoning-models mech-interp phi4-mini phi-4-mini pivotal-token-search pivotal-tokens
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Dec 11, 2025 - Python
Official Code for Paper: Beyond Matryoshka: Revisiting Sparse Coding for Adaptive Representation
retrieval efficient-algorithm sparse-autoencoder sparse-representations matryoshka-representation-learning
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Jul 2, 2025 - Python
SANSA - sparse EASE for millions of items
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Nov 21, 2025 - Python
Sparse Autoencoders (SAE) vs CLIP fine-tuning fun.
vit fine-tune clip sae adversarial-learning sparse-autoencoder finetune fine-tuning adversarial-attacks vision-transformer
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Dec 19, 2024 - Python
[JAMIA] Official repository of Deep Propensity Network - Sparse Autoencoder(DPN-SA)
deep-learning autoencoder causality causal-inference sparse-autoencoder dpn-sa deep-propensity-network
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Jul 28, 2022 - Python
Sparse Embedding Compression for Scalable Retrieval in Recommender Systems
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Nov 21, 2025 - Python
Collection of autoencoder models in Tensorflow
vanilla tensorflow ae autoencoder convolutional-autoencoder sparse-autoencoder stacked-autoencoder vanilla-autoencoder denoising-autoencoder regularized-autoencoder autoencoder-models
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Nov 30, 2019 - Python
Providing the answer to "How to do patching on all available SAEs on GPT-2?". It is an official repository of the implementation of the paper "Evaluating Open-Source Sparse Autoencoders on Disentangling Factual Knowledge in GPT-2 Small"
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Jan 26, 2025 - Python
[NeurIPS 2025] This is the official repository for VL-SAE: Interpreting and Enhancing Vision-Language Alignment with a Unified Concept Set
sparsity autoencoder interpretability sparse-autoencoder interpretable-machine-learning vision-language-model
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Oct 29, 2025 - Python
Official Triton kernels for TopK and HierarchicalTopK Sparse Autoencoder decoders.
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Sep 29, 2025 - Python
Implemented semi-supervised learning for digit recognition using Sparse Autoencoder
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Apr 16, 2018 - Python
Repository for "From What to How: Attributing CLIP's Latent Components Reveals Unexpected Semantic Reliance"
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Jun 8, 2025 - Python
Implementations and Experiments: Transformers, RoPE, KV cache, SAEs, Tokenisers
tokenizer language-model sparse-autoencoder llm mechanistic-interpretability rotary-positional-embedding
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Aug 21, 2025 - Python
Official code for NeurIPS 2025 paper "Revising and Falsifying Sparse Autoencoder Feature Explanations".
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Oct 23, 2025 - Python
Interpret and control dense embedding via sparse autoencoder.
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Mar 5, 2025 - Python
Multi-Layer Sparse Autoencoders (ICLR 2025)
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Feb 11, 2025 - Python
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