adversarial-learning

There are 11 repositories under adversarial-learning topic.

zhaoxin94 / awesome-domain-adaptation
A collection of AWESOME things about domain adaptation
adversarial-learning awesome-list domain-adaptation few-shot-learning image-translation optimal-transport paper transfer-learning zero-shot-learning
5360
thuml / Transfer-Learning-Library
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
adversarial-learning dann deep-learning domain-adaptation finetune image-translation out-of-distribution-generalization self-training semi-supervised-learning transfer-learning unsupervised-domain-adaptation
Language:Python 3800
thunlp / TAADpapers
Must-read Papers on Textual Adversarial Attack and Defense
paper-list nlp adversarial-learning adversarial-attacks adversarial-defense natural-language-processing
Language:Python 1576
BorealisAI / advertorch
A Toolbox for Adversarial Robustness Research
pytorch adversarial-examples adversarial-example adversarial-perturbations adversarial-attacks adversarial-machine-learning adversarial-learning robustness toolbox security machine-learning benchmarking
Language:Jupyter Notebook 1357
CLAN
RoyalVane / CLAN
( TPAMI2022 / CVPR2019 Oral ) Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation
adversarial-learning domain-adaptation semantic-segmentation transfer-learning
Language:Python 1292
wubinzzu / NeuRec
Next RecSys Library
adversarial-learning autoencoder collaborative-filtering convolutional-neural-networks deep-learning gcn neural-networks recommender-systems sequential social-network tensorflow variational-autoencoder
Language:Python 1059
wywu / LAB
[CVPR 2018] Look at Boundary: A Boundary-Aware Face Alignment Algorithm
face-alignment facial-landmarks cvpr2018 adversarial-learning
Language:C++ 1019
tensorflow / neural-structured-learning
Training neural models with structured signals.
tensorflow graph-learning adversarial-learning neural-networks regularization structured-signals keras
Language:Python 1007
wasidennis / AdaptSegNet
Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)
deep-learning computer-vision domain-adaptation semantic-segmentation generative-adversarial-network adversarial-learning pytorch
Language:Python 857
pumpikano / tf-dann
Domain-Adversarial Neural Network in Tensorflow
domain-adaptation tensorflow-models adversarial-learning
Language:Jupyter Notebook 633
imperial-qore / TranAD
[VLDB'22] Anomaly Detection using Transformers, self-conditioning and adversarial training.
anomaly-detection transformer-models multi-head-attention unsupervised-learning adversarial-learning
Language:Python 618
hfslyc / AdvSemiSeg
Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018
pytorch adversarial-learning deep-learning semantic-segmentation semi-supervised-learning computer-vision
Language:Python 507
Ha0Tang / SelectionGAN
[CVPR 2019 Oral] Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation
computer-vision computer-graphics gans generative-adversarial-network deep-learning image-generation image-translation image-manipulation image-to-image-translation pytorch cross-view cvpr2019 cvpr-2019 cvpr19 adversarial-learning dayton cvusa-dataset semantic-maps
Language:Python 469
sarathknv / adversarial-examples-pytorch
Implementation of Papers on Adversarial Examples
adversarial-attacks adversarial-examples adversarial-images adversarial-learning adversarial-networks adversarial-perturbations deep-learning fgsm generative-adversarial-networks perturbations pytorch semantic-adversarial-examples
Language:Python 397
adapt-python / adapt
Awesome Domain Adaptation Python Toolbox
domain-adaptation transfer-learning few-shot-learning zero-shot-learning adversarial-learning adversarial-networks feature-selection importance-sampling regularization-parameters machine-learning deep-learning generalization python tensorflow scikit-learn dann
Language:Python 356
unsupervised_detection
antonilo / unsupervised_detection
An Unsupervised Learning Framework for Moving Object Detection From Videos
adversarial-learning deep-neural-networks object-detection unsupervised-learning
Language:Python 286
tensorlayer / awesome-tensorlayer
A curated list of dedicated resources and applications
tensorlayer tensorflow tensorflow-tutorials natural-language-processing reinforcement-learning adversarial-learning autoencoder database computer-vision keras tf-slim tflearn horovod lstm-neural-networks convolutional-neural-networks recurrent-neural-networks segmentation cifar-10 mnist generative-adversarial-network
270
csnlp / Dialogue-Generation
A Paper List for Open-Domain Dialogue Generation, and related datasets.
dialogue-generation dialogue-systems adversarial-learning neural-conversation-models seq2seq-model dataset
202
wywu / ReenactGAN
[ECCV 2018] ReenactGAN: Learning to Reenact Faces via Boundary Transfer
reenactment deepfakes face-swap adversarial-learning face-generation face-reenactment
Language:Python 199
YuanXue1993 / SegAN
SegAN: Semantic Segmentation with Adversarial Learning
segan semantic-segmentation adversarial-learning medical-imaging
Language:Python 187
liuyuemaicha / Adversarial-Learning-for-Neural-Dialogue-Generation-in-Tensorflow
Adversarial-Learning-for-Neural-Dialogue-Generation-in-Tensorflow
adversarial-learning tensorflow reinforce-learning chitchat chatbot
Language:Python 186
ashafahi / free_adv_train
Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural training.
adversarial-machine-learning adversarial-attacks adversarial-learning adversarial-example adversarial-examples adversarial attack-defense attack robust robustness classification
Language:Python 175
k2kobayashi / crank
A toolkit for non-parallel voice conversion based on vector-quantized variational autoencoder
speech-synthesis voice-conversion vqvae adversarial-learning cyclic-constraints vocoder
Language:Python 171
chengchunhsu / EveryPixelMatters
Implementation of ECCV 2020 paper "Every Pixel Matters: Center-aware Feature Alignment for Domain Adaptive Object Detector"
object-detection domain-adaptation transfer-learning adversarial-learning anchor-free fcos computer-vision pytorch eccv eccv2020 eccv-2020 unsupervised-domain-adaptation
Language:Python 168
Ha0Tang / LGGAN
[CVPR 2020] Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation
adversarial-learning cross-view cvpr-2020 cvpr20 cvpr2020 cvusa-dataset dayton gan generative-adversarial-network generative-model global image-generation image-manipulation image-translation local pytorch pytorch-implementation sva-dataset
Language:Python 147
wanglouis49 / pytorch-adversarial_box
PyTorch library for adversarial attack and training
pytorch adversarial-examples adversarial-learning adversarial-example fgsm
Language:Python 146
eric-xw / AREL
Code for the ACL paper "No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling"
visual-storytelling inverse-reinforcement-learning adversarial-learning adversarial-reward-learning rl vision-and-language
Language:Python 137
9310gaurav / virtual-adversarial-training
Pytorch implementation of Virtual Adversarial Training
adversarial-learning semi-supervised-learning pytorch deep-learning svhn cifar10
Language:Python 134
podgorskiy / GPND
Generative Probabilistic Novelty Detection with Adversarial Autoencoders
aae adversarial-autoencoders adversarial-learning anomaly-detection autoencoder deep-learning deep-neural-networks deep-novelty-detection gan generative-adversarial-network machine-learning mnist nips-2018 novelty-detection novelty-detector pdf probability pytorch
Language:Python 131
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.
imagenet-c model-robustness adversarial-learning normalization-techniques out-of-distribution
Language:Python 125
ZeroSpeech-TTS-without-T
andi611 / ZeroSpeech-TTS-without-T
A Pytorch implementation for the ZeroSpeech 2019 challenge.
zerospeech tts-without-t text-to-speech automatic-speech-recognition tts asr autoencoder gan adversarial-learning
Language:Python 112
dipanjanS / adversarial-learning-robustness
Contains materials for workshops pertaining to adversarial robustness in deep learning.
adversarial-attacks adversarial-learning computer-vision deep-learning python tensorflow
Language:Jupyter Notebook 86
rshaojimmy / MADDoG
[CVPR 2019] Pytorch codes for Multi-adversarial Discriminative Deep Domain Generalization for Face Presentation Attack Detection
adversarial-learning domain-generalization face-antispoofing
Language:Python 84
zhiqiangdon / pose-adv-aug
Code for "Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation" (CVPR 2018)
human-pose-estimation adversarial-learning data-augmentation
Language:Python 84
9310gaurav / ali-pytorch
PyTorch implementation of Adversarially Learned Inference (BiGAN).
adversarial-learning cifar10 deep-learning generative-adversarial-network semi-supervised-learning svhn
Language:Python 80
cuishuhao / GVB
Code of Gradually Vanishing Bridge for Adversarial Domain Adaptation (CVPR2020)
adversarial-learning domain-adaptation
Language:Python 80