Search Results - RepositoryStats

323

4.2k

mit

79

StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models

gan tts wavlm pytorch deep-learning text-to-speech diffusion-models latent-diffusion speech-synthesis speaker-adaptation adversarial-training latent-diffusion-models

Created 2023-06-14

112 commits to main branch, last one 2 months ago

BERT-NER-Pytorch lonePatient

427

2.0k

mit

13

Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)

crf ner nlp bert span albert chinese pytorch softmax focal-loss labelsmoothing adversarial-training

Created 2019-02-12

27 commits to master branch, last one about a year ago

AWP csdongxian

20

170

mit

3

Codes for NeurIPS 2020 paper "Adversarial Weight Perturbation Helps Robust Generalization"

pytorch neurips-2020 adversarial-attacks adversarial-training

Created 2020-10-13

11 commits to main branch, last one 3 years ago

RoCL Kim-Minseon

20

167

unknown

10

Code for the paper "Adversarial Self-supervised Contrastive Learning" (NeurIPS 2020)

rocl adversarial-training self-supervised-learning

Created 2020-09-03

13 commits to master branch, last one 3 years ago

SLADD liangchen527

16

126

apache-2.0

6

Official code for Self-supervised Learning of Adversarial Example: Towards Good Generalizations for Deepfake Detection (CVPR 2022 oral)

generalization deepfake-detection adversarial-training self-supervised-learning

Created 2022-03-06

4 commits to main branch, last one 2 years ago

VILLA zhegan27

13

119

mit

8

Research Code for NeurIPS 2020 Spotlight paper "Large-Scale Adversarial Training for Vision-and-Language Representation Learning": UNITER adversarial training part

pretraining neurips-2020 vision-and-language adversarial-training visual-question-answering

Created 2020-10-20

5 commits to main branch, last one 3 years ago

understanding-fast-adv-training tml-epfl

12

91

unknown

4

Understanding and Improving Fast Adversarial Training [NeurIPS 2020]

robustness robust-optimization adversarial-examples adversarial-training

Created 2020-07-06

20 commits to master branch, last one 2 years ago

adversarial_robustness_pytorch imrahulr

11

84

mit

2

Unofficial implementation of the DeepMind papers "Uncovering the Limits of Adversarial Training against Norm-Bounded Adversarial Examples" & "Fixing Data Augmentation to Improve Adversarial Robustness...

pytorch deep-learning adversarial-training adversarial-robustness

Created 2021-06-27

7 commits to main branch, last one 2 years ago

scnym calico

12

73

apache-2.0

6

Semi-supervised adversarial neural networks for classification of single cell transcriptomics data

rna-seq single-cell semi-supervised adversarial-training single-cell-genomics

Created 2019-07-29

34 commits to master branch, last one 5 months ago

rl-policies-attacks-defenses davide97l

12

72

mit

2

Adversarial attacks on Deep Reinforcement Learning (RL)

a2c dqn ppo pytorch tianshou a2c-agent ppo-agent dqn-agents atari-games uniform-attack gym-environment adversarial-attacks adversarial-defense adversarial-policies adversarial-training critical-point-attack reinforcement-learning strategically-timed-attack deep-reinforcement-learning

Created 2020-06-17

115 commits to master branch, last one 3 years ago

FeatureScatter Haichao-Zhang

11

71

unknown

3

Feature Scattering Adversarial Training (NeurIPS19)

defense feature-scattering adversarial-training adversarial-robustness adversarial-machine-learning

Created 2019-09-06

20 commits to master branch, last one 3 years ago

Adversarial-Distributional-Training dongyp13

9

59

mit

1

Adversarial Distributional Training (NeurIPS 2020)

pytorch robustness neurips-2020 adversarial-defense adversarial-training adversarial-machine-learning

Created 2020-10-13

4 commits to master branch, last one 3 years ago

SDAT val-iisc

12

58

mit

14

[ICML 2022]Source code for "A Closer Look at Smoothness in Domain Adversarial Training",

dann pytorch icml-2022 domain-adaptation adversarial-training sharpness-aware-minimization

Created 2022-06-19

9 commits to main branch, last one about a month ago

KitanaQA searchableai

9

57

apache-2.0

5

KitanaQA: Adversarial training and data augmentation for neural question-answering models

nlp bert pytorch transformer ml-automation data-augmentation question-answering adversarial-attacks adversarial-training natural-language-processing

Created 2020-06-08

379 commits to master branch, last one 3 years ago

vits-robustness-torch dedeswim

3

52

unknown

2

Code for the paper "A Light Recipe to Train Robust Vision Transformers" [SaTML 2023]

paper machine-learning vision-transformers adversarial-training adversarial-machine-learning

Created 2021-11-08

364 commits to master branch, last one about a year ago

consistency-adversarial alinlab

0

51

unknown

6

Consistency Regularization for Adversarial Robustness (AAAI 2022)

data-augmentation adversarial-training consistency-regularization

Created 2021-03-08

7 commits to master branch, last one 2 years ago

Sandwich-Batch-Normalization VITA-Group

5

50

mit

10

[WACV 2022] "Sandwich Batch Normalization: A Drop-In Replacement for Feature Distribution Heterogeneity" by Xinyu Gong, Wuyang Chen, Tianlong Chen and Zhangyang Wang

gan nas sabn pytorch normalization style-transfer batch-normalization adversarial-training neural-architecture-search sandwich-batch-normalization

Created 2021-02-16

21 commits to main branch, last one 2 years ago

vafa asif-hanif

0

45

mit

2

[MICCAI 2023] Official code repository of paper titled "Frequency Domain Adversarial Training for Robust Volumetric Medical Segmentation" accepted in MICCAI 2023 conference.

adversarial-attack adversarial-training frequency-domain-attack volumetric-medical-segmentation

Created 2023-03-27

114 commits to main branch, last one 6 months ago