adversarial-learning

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zhaoxin94 /awesome-domain-adaptation

Star5.3k

A collection of AWESOME things about domian adaptation

paper awesome-list transfer-learning image-translation optimal-transport zero-shot-learning adversarial-learning domain-adaptation few-shot-learning

UpdatedOct 14, 2024

thuml /Transfer-Learning-Library

Star3.7k

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

deep-learning semi-supervised-learning self-training transfer-learning image-translation adversarial-learning domain-adaptation finetune unsupervised-domain-adaptation dann out-of-distribution-generalization

UpdatedMay 10, 2024
Python

thunlp /TAADpapers

Star1.5k

Must-read Papers on Textual Adversarial Attack and Defense

nlp natural-language-processing adversarial-learning adversarial-attacks paper-list adversarial-defense

UpdatedFeb 3, 2025
Python

BorealisAI /advertorch

Star1.3k

A Toolbox for Adversarial Robustness Research

security benchmarking machine-learning pytorch toolbox robustness adversarial-learning adversarial-machine-learning adversarial-example adversarial-examples adversarial-attacks adversarial-perturbations

UpdatedSep 14, 2023
Jupyter Notebook

wubinzzu /NeuRec

Star1.1k

Next RecSys Library

deep-learning social-network tensorflow collaborative-filtering neural-networks autoencoder convolutional-neural-networks sequential recommender-systems gcn adversarial-learning variational-autoencoder

UpdatedMar 24, 2023
Python

wywu /LAB

Star1k

[CVPR 2018] Look at Boundary: A Boundary-Aware Face Alignment Algorithm

face-alignment adversarial-learning facial-landmarks cvpr2018

UpdatedOct 7, 2019
C++

tensorflow /neural-structured-learning

Star992

Training neural models with structured signals.

tensorflow keras neural-networks regularization adversarial-learning graph-learning structured-signals

UpdatedJan 29, 2025
Python

wasidennis /AdaptSegNet

Star854

Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

computer-vision deep-learning pytorch generative-adversarial-network semantic-segmentation adversarial-learning domain-adaptation

UpdatedAug 14, 2020
Python

pumpikano /tf-dann

Star631

Domain-Adversarial Neural Network in Tensorflow

tensorflow-models adversarial-learning domain-adaptation

UpdatedDec 5, 2021
Jupyter Notebook

imperial-qore /TranAD

Star577

[VLDB'22] Anomaly Detection using Transformers, self-conditioning and adversarial training.

unsupervised-learning anomaly-detection adversarial-learning multi-head-attention transformer-models

UpdatedJul 25, 2024
Python

hfslyc /AdvSemiSeg

Star503

Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018

computer-vision deep-learning pytorch semi-supervised-learning semantic-segmentation adversarial-learning

UpdatedApr 21, 2021
Python

Ha0Tang /SelectionGAN

Star464

[CVPR 2019 Oral] Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation

computer-vision deep-learning computer-graphics pytorch generative-adversarial-network image-manipulation image-generation gans image-translation dayton adversarial-learning image-to-image-translation semantic-maps cross-view cvpr-2019 cvpr2019 cvpr19 cvusa-dataset

UpdatedFeb 18, 2023
Python

sarathknv /adversarial-examples-pytorch

Star394

Implementation of Papers on Adversarial Examples

deep-learning pytorch adversarial-networks generative-adversarial-networks adversarial-learning adversarial-examples fgsm adversarial-attacks adversarial-images perturbations adversarial-perturbations semantic-adversarial-examples

UpdatedApr 24, 2023
Python

adapt-python /adapt

Star331

Awesome Domain Adaptation Python Toolbox

python machine-learning deep-learning tensorflow scikit-learn feature-selection transfer-learning adversarial-networks zero-shot-learning adversarial-learning domain-adaptation importance-sampling generalization few-shot-learning regularization-parameters dann

UpdatedNov 1, 2024
Python

RoyalVane /CLAN

Star295

( TPAMI2022 / CVPR2019 Oral ) Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation

transfer-learning semantic-segmentation adversarial-learning domain-adaptation

UpdatedMar 13, 2021
Python

antonilo /unsupervised_detection

Star280

An Unsupervised Learning Framework for Moving Object Detection From Videos

deep-neural-networks object-detection unsupervised-learning adversarial-learning

UpdatedFeb 3, 2024
Python

tensorlayer /awesome-tensorlayer

Star268

A curated list of dedicated resources and applications

natural-language-processing database reinforcement-learning computer-vision tensorflow keras recurrent-neural-networks generative-adversarial-network mnist autoencoder segmentation tensorflow-tutorials convolutional-neural-networks tflearn tensorlayer lstm-neural-networks adversarial-learning cifar-10 tf-slim horovod

UpdatedJan 15, 2020

csnlp /Dialogue-Generation

Star206

A Paper List for Open-Domain Dialogue Generation, and related datasets.

dataset neural-conversation-models seq2seq-model dialogue-systems adversarial-learning dialogue-generation

UpdatedMay 24, 2020

wywu /ReenactGAN

Star197

[ECCV 2018] ReenactGAN: Learning to Reenact Faces via Boundary Transfer

face-swap adversarial-learning face-generation reenactment deepfakes face-reenactment

UpdatedMar 11, 2020
Python

liuyuemaicha /Adversarial-Learning-for-Neural-Dialogue-Generation-in-Tensorflow

Star186

Adversarial-Learning-for-Neural-Dialogue-Generation-in-Tensorflow

tensorflow chatbot chitchat adversarial-learning reinforce-learning

UpdatedNov 4, 2022
Python

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