adversarial-training 开源项目推荐（217 个）

yl4579 /StyleTTS2

StyleTTS 2：通过风格扩散和大型语音语言模型对抗训练迈向人类水平的文本转语音

lonePatient /BERT-NER-Pytorch

使用BERT（Softmax、CRS、Span）的中文NER（命名实体识别）

ylsung /pytorch-adversarial-training

PyTorch-1.0 implementation for the adversarial training on MNIST/CIFAR-10 and visualization on robustness classifier.

liuyukid /transformers-ner

Pytorch-Named-Entity-Recognition-with-transformers

JIA-Lab-research /Robust-Semantic-Segmentation

Dynamic Divide-and-Conquer Adversarial Training for Robust Semantic Segmentation （ICCV2021）

csdongxian /AWP

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

Kim-Minseon /RoCL

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

qiqihezh /deepresearch-agent

一个生产级的深度研究 Agent 系统，从零构建多智能体编排、Red-Blue 对抗降噪、 语义级上下文压缩、跨 Agent 共享记忆四大核心能力，配套 165 次独立实验 + Bootstrap 统计显著性检验的完整评测体系。

liangchen527 /SLADD

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

zhegan27 /VILLA

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

mandalinadagi /WGSR

[CVPR 2024] Training Generative Image Super-Resolution Models by Wavelet-Domain Losses Enables Better Control of Artifacts

snap-research /SF-V

This respository contains the code for the NeurIPS 2024 paper SF-V: Single Forward Video Generation Model.

davide97l /rl-policies-attacks-defenses

Adversarial attacks on Deep Reinforcement Learning (RL)

tml-epfl /understanding-fast-adv-training

Understanding and Improving Fast Adversarial Training [NeurIPS 2020]

imrahulr /adversarial_robustness_pytorch

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

calico /scnym

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

Haichao-Zhang /FeatureScatter

Feature Scattering Adversarial Training (NeurIPS19)

val-iisc /SDAT

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

ccsasuke /adan

Language-Adversarial Training for Cross-Lingual Text Classification (TACL)

dongyp13 /Adversarial-Distributional-Training

Adversarial Distributional Training (NeurIPS 2020)