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adversarial-learning

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zhaoxin94 / awesome-domain-adaptation

Star 5.5k

A collection of AWESOME things about domain adaptation

paper awesome-list transfer-learning image-translation optimal-transport zero-shot-learning adversarial-learning domain-adaptation few-shot-learning
  • Updated Dec 8, 2025

thuml / Transfer-Learning-Library

Star 3.9k

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
  • Updated May 10, 2024
  • Python

thunlp / TAADpapers

Star 1.6k

Must-read Papers on Textual Adversarial Attack and Defense

nlp natural-language-processing adversarial-learning adversarial-attacks paper-list adversarial-defense
  • Updated Jun 4, 2025
  • Python

BorealisAI / advertorch

Star 1.4k

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
  • Updated Sep 14, 2023
  • Jupyter Notebook

RoyalVane / CLAN

Star 1.3k

( 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
  • Updated Mar 13, 2021
  • Python

wubinzzu / NeuRec

Star 1.1k

Next RecSys Library

deep-learning social-network tensorflow collaborative-filtering neural-networks autoencoder convolutional-neural-networks sequential recommender-systems gcn adversarial-learning variational-autoencoder
  • Updated Mar 24, 2023
  • Python

wywu / LAB

Star 1k

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

face-alignment adversarial-learning facial-landmarks cvpr2018
  • Updated Oct 7, 2019
  • C++

tensorflow / neural-structured-learning

Star 1k

Training neural models with structured signals.

tensorflow keras neural-networks regularization adversarial-learning graph-learning structured-signals
  • Updated Jul 21, 2026
  • Python

wasidennis / AdaptSegNet

Star 858

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
  • Updated Aug 14, 2020
  • Python

imperial-qore / TranAD

Star 699

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

unsupervised-learning anomaly-detection adversarial-learning multi-head-attention transformer-models
  • Updated Jul 25, 2024
  • Python

pumpikano / tf-dann

Star 634

Domain-Adversarial Neural Network in Tensorflow

tensorflow-models adversarial-learning domain-adaptation
  • Updated Dec 5, 2021
  • Jupyter Notebook

hfslyc / AdvSemiSeg

Star 507

Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018

computer-vision deep-learning pytorch semi-supervised-learning semantic-segmentation adversarial-learning
  • Updated Apr 21, 2021
  • Python

Ha0Tang / SelectionGAN

Star 466

[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
  • Updated Feb 18, 2023
  • Python

sarathknv / adversarial-examples-pytorch

Star 395

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
  • Updated Apr 24, 2023
  • Python

adapt-python / adapt

Star 376

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
  • Updated Dec 2, 2025
  • Python

antonilo / unsupervised_detection

Star 285

An Unsupervised Learning Framework for Moving Object Detection From Videos

deep-neural-networks object-detection unsupervised-learning adversarial-learning
  • Updated Feb 3, 2024
  • Python

tensorlayer / awesome-tensorlayer

Star 267

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
  • Updated Jan 15, 2020

csnlp / Dialogue-Generation

Star 200

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

dataset neural-conversation-models seq2seq-model dialogue-systems adversarial-learning dialogue-generation
  • Updated May 24, 2020

wywu / ReenactGAN

Star 198

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

face-swap adversarial-learning face-generation reenactment deepfakes face-reenactment
  • Updated Mar 11, 2020
  • Python

YuanXue1993 / SegAN

Star 189

SegAN: Semantic Segmentation with Adversarial Learning

medical-imaging semantic-segmentation adversarial-learning segan
  • Updated Apr 12, 2018
  • Python

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