Pinned Repositories
Audio_Network_Dissection
CLIP-dissect
An automatic and efficient tool to describe functionalities of individual neurons in DNNs
corrupting_neuron_explanations
Describe-and-Dissect
Efficient-LLM-automated-interpretability
Label-free-CBM
A new framework to transform any neural networks into an interpretable concept-bottleneck-model (CBM) without needing labeled concept data
Linear-Explanations
Provably-Robust-Conformal-Prediction
Robust_HighUtil_Smoothed_DRL
VLG-CBM
Trustworthy-ML-Lab's Repositories
Trustworthy-ML-Lab/Label-free-CBM
A new framework to transform any neural networks into an interpretable concept-bottleneck-model (CBM) without needing labeled concept data
Trustworthy-ML-Lab/CLIP-dissect
An automatic and efficient tool to describe functionalities of individual neurons in DNNs
Trustworthy-ML-Lab/Linear-Explanations
Trustworthy-ML-Lab/VLG-CBM
Trustworthy-ML-Lab/Efficient-LLM-automated-interpretability
Trustworthy-ML-Lab/Provably-Robust-Conformal-Prediction
Trustworthy-ML-Lab/Robust_HighUtil_Smoothed_DRL
Trustworthy-ML-Lab/corrupting_neuron_explanations
Trustworthy-ML-Lab/Audio_Network_Dissection
Trustworthy-ML-Lab/Describe-and-Dissect
Trustworthy-ML-Lab/NN-LPK
Trustworthy-ML-Lab/Concept-Bottleneck-LLM
Trustworthy-ML-Lab/DSC-210-NLA-FA22