Tianyu Pang (@P2333)
github

P2333

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  • Stars
    star
    1,146
  • Global Rank 25,945 (Top 1.0 %)
  • Followers 349
  • Following 13
  • Registered about 8 years ago
  • Most used languages
    Python
         100.0 %
  • Location 🇸🇬 Singapore
  • Country Total Rank 196
  • Country Ranking
    Python
         89

Top repositories

1

Papers-of-Robust-ML

Related papers for robust machine learning
556
star
2

Bag-of-Tricks-for-AT

Empirical tricks for training robust models (ICLR 2021)
Python
245
star
3

Max-Mahalanobis-Training

Max Mahalanobis Training (ICML 2018 + ICLR 2020)
Python
90
star
4

SCORE

A Self-Consistent Robust Error (ICML 2022)
Python
63
star
5

Adaptive-Diversity-Promoting

Adversarial Defense for Ensemble Models (ICML 2019)
Python
62
star
6

Mixup-Inference

Further improve robustness of mixup-trained models in inference (ICLR 2020)
Python
59
star
7

Reverse-Cross-Entropy

Reverse Cross Entropy for Adversarial Detection (NeurIPS 2018)
Python
43
star
8

Rectified-Rejection

Coupling rejection strategy against adversarial attacks (CVPR 2022)
Python
29
star