Topic: "model-robustness"
textflint/textflint
Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing
Language: Python - Size: 11.6 MB - Last synced at: 25 days ago - Pushed at: over 2 years ago - Stars: 643 - Forks: 95
amazon-science/crossnorm-selfnorm
CrossNorm and SelfNorm for Generalization under Distribution Shifts, ICCV 2021
Language: Python - Size: 474 KB - Last synced at: 20 days ago - Pushed at: over 3 years ago - Stars: 129 - Forks: 7
VITA-Group/AugMax
[NeurIPS'21] "AugMax: Adversarial Composition of Random Augmentations for Robust Training" by Haotao Wang, Chaowei Xiao, Jean Kossaifi, Zhiding Yu, Animashree Anandkumar, and Zhangyang Wang.
Language: Python - Size: 915 KB - Last synced at: 8 days ago - Pushed at: over 3 years ago - Stars: 125 - Forks: 21
Jingkang50/ICCV21_SCOOD
The Official Implementation of the ICCV-2021 Paper: Semantically Coherent Out-of-Distribution Detection.
Language: Python - Size: 11.2 MB - Last synced at: 24 days ago - Pushed at: about 3 years ago - Stars: 70 - Forks: 9
wjun0830/Localizable-Rotation
Official PyTorch Repository of "Tailoring Self-Supervision for Supervised Learning" (ECCV 2022 Paper)
Language: Python - Size: 184 KB - Last synced at: 9 months ago - Pushed at: over 1 year ago - Stars: 29 - Forks: 3
GATECH-EIC/Robust-Scratch-Ticket
[NeurIPS 2021] "Drawing Robust Scratch Tickets: Subnetworks with Inborn Robustness Are Found within Randomly Initialized Networks" by Yonggan Fu, Qixuan Yu, Yang Zhang, Shang Wu, Xu Ouyang, David Cox, Yingyan Lin
Language: Python - Size: 855 KB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 13 - Forks: 0
steventan0110/NMTModelAttack
Code repository for the paper "Doubly-Trained Adversarial Data Augmentation for Neural Machine Translation" with instructions to reproduce the results. Paper accepted by the conference of the Association for Machine Translation in the Americas (AMTA 2022)
Language: Python - Size: 7.14 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0
nis-research/dfmX-augmentation
Augmentation for CV using frequency shortcuts
Language: Python - Size: 257 KB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0
amindadgar/adversarial-attacks-using-image-filters
This repository is an implementation of https://link.springer.com/chapter/10.1007/978-3-030-72699-7_35 article. it uses evolutionary strategy (NSGA-II algorithm specificially) to configure image filters parameters in order to attack adversarially to a neural network.
Language: Jupyter Notebook - Size: 29.1 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0
YEthYuan/Transferred-Tickets-Wins
Robust Tickets Transfer Better: Drawing More Transferable Subnetworks in Transfer Learning
Language: Jupyter Notebook - Size: 124 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
