Tianyu Pang (@P2333)
github

P2333

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  • Stars
    star
    1,159
  • Global Rank 26,560 (Top 1.0 %)
  • Followers 357
  • Following 13
  • Registered over 8 years ago
  • Most used languages
    Python
         100.0 %
  • Location πŸ‡ΈπŸ‡¬ Singapore
  • Country Total Rank 196
  • Country Ranking
    Python
         93

Top repositories

1

Papers-of-Robust-ML

Related papers for robust machine learning
563
star
2

Bag-of-Tricks-for-AT

Empirical tricks for training robust models (ICLR 2021)
Python
249
star
3

Max-Mahalanobis-Training

Max Mahalanobis Training (ICML 2018 + ICLR 2020)
Python
89
star
4

SCORE

A Self-Consistent Robust Error (ICML 2022)
Python
65
star
5

Mixup-Inference

Further improve robustness of mixup-trained models in inference (ICLR 2020)
Python
60
star
6

Adaptive-Diversity-Promoting

Adversarial Defense for Ensemble Models (ICML 2019)
Python
60
star
7

Reverse-Cross-Entropy

Reverse Cross Entropy for Adversarial Detection (NeurIPS 2018)
Python
45
star
8

Rectified-Rejection

Coupling rejection strategy against adversarial attacks (CVPR 2022)
Python
28
star