ART Estimators

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Beat Buesser edited this page Nov 6, 2020 · 7 revisions

1. Classification

Black-Box
CatBoost
Ensemble
GPy
Keras
LightGBM
MXNet
PyTorch
scikit-learn
TensorFlow v1 and v2
XGBoost

2. Object Detection

PyTorch Faster-RCNN
TensorFlow v1 Faster-RCNN

3. Speech Recognition

PyTorch DeepSpeech
TensorFlow Lingvo ASR (ART 1.5)

4. Certification

PyTorch Randomized Smoothing
TensorFlow v2 Randomized Smoothing
Keras Neural Cleanse

5. Encoding

TensorFlow v1 Encoder (GAN)

6 Generation

TensorFlow v1 Generator (GAN)