Repositories list

• VLG-CBM

  Public
  0•3•0•0•Updated Nov 8, 2024Nov 8, 2024

• Concept-Bottleneck-LLM

  Public
  Python

  •0•2•0•0•Updated Oct 25, 2024Oct 25, 2024

• Interpretability-Guided-Defense

  Public
  official code repo

  Python

  •0•3•0•0•Updated Oct 1, 2024Oct 1, 2024

• Audio_Network_Dissection

  Public
  Jupyter Notebook

  •0•2•0•0•Updated Sep 29, 2024Sep 29, 2024

• DSC-210-NLA-FA22

  Public
  Jupyter Notebook

  •0•0•0•0•Updated Sep 23, 2024Sep 23, 2024

• concept-driven-continual-learning

  Public
  official code repo

  Jupyter Notebook

  •0•0•0•0•Updated Sep 10, 2024Sep 10, 2024

• Robust_HighUtil_Smoothed_DRL

  Public
  Python

  •0•4•0•0•Updated Jun 27, 2024Jun 27, 2024

• NN-LPK

  Public
  Python

  •0•1•0•0•Updated Jun 14, 2024Jun 14, 2024

• Linear-Explanations

  Public
  Jupyter Notebook

  •0•7•0•0•Updated May 15, 2024May 15, 2024

• Describe-and-Dissect

  Public
  0•3•2•0•Updated May 3, 2024May 3, 2024

• Provably-Robust-Conformal-Prediction

  Public
  Python

  •1•4•0•0•Updated Apr 3, 2024Apr 3, 2024

• Label-free-CBM

  Public
  A new framework to transform any neural networks into an interpretable concept-bottleneck-model (CBM) without needing labeled concept data

  Jupyter Notebook

  •14•79•0•0•Updated Mar 31, 2024Mar 31, 2024

• Efficient-LLM-automated-interpretability

  Public
  Python

  •0•1•0•0•Updated Dec 23, 2023Dec 23, 2023

• CLIP-dissect

  Public
  An automatic and efficient tool to describe functionalities of individual neurons in DNNs

  Jupyter Notebook

  •14•38•0•0•Updated Nov 6, 2023Nov 6, 2023

• corrupting_neuron_explanations

  Public
  Jupyter Notebook

  •

  MIT License

  •1•3•0•0•Updated Sep 30, 2023Sep 30, 2023