Projects in Awesome Lists tagged with adversarial-learning

https://github.com/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

Last synced: 11 Dec 2025

https://github.com/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

Last synced: 01 May 2025

https://github.com/thunlp/taadpapers

Must-read Papers on Textual Adversarial Attack and Defense

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

Last synced: 14 May 2025

https://github.com/thunlp/TAADpapers

Must-read Papers on Textual Adversarial Attack and Defense

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

Last synced: 27 Mar 2025

https://github.com/borealisai/advertorch

A Toolbox for Adversarial Robustness Research

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

Last synced: 15 May 2025

https://github.com/BorealisAI/advertorch

A Toolbox for Adversarial Robustness Research

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

Last synced: 27 Mar 2025

https://github.com/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

Last synced: 15 May 2025

https://github.com/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

Last synced: 20 Jul 2025

https://github.com/tensorflow/neural-structured-learning

Training neural models with structured signals.

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

Last synced: 14 May 2025

https://github.com/wasidennis/AdaptSegNet

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

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

Last synced: 13 Jul 2025

https://github.com/pumpikano/tf-dann

Domain-Adversarial Neural Network in Tensorflow

adversarial-learning domain-adaptation tensorflow-models

Last synced: 04 Apr 2025

https://github.com/hfslyc/AdvSemiSeg

Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018

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

Last synced: 20 Mar 2025

https://github.com/Ha0Tang/SelectionGAN

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

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

Last synced: 18 Jul 2025

https://github.com/adapt-python/adapt

Awesome Domain Adaptation Python Toolbox

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

Last synced: 15 May 2025

https://github.com/k2kobayashi/crank

A toolkit for non-parallel voice conversion based on vector-quantized variational autoencoder

adversarial-learning cyclic-constraints speech-synthesis vocoder voice-conversion vqvae

Last synced: 06 Apr 2025

https://github.com/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

Last synced: 16 Sep 2025

https://github.com/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.

adversarial-learning imagenet-c model-robustness normalization-techniques out-of-distribution

Last synced: 19 Apr 2025

https://github.com/andi611/zerospeech-tts-without-t

A Pytorch implementation for the ZeroSpeech 2019 challenge.

adversarial-learning asr autoencoder automatic-speech-recognition gan text-to-speech tts tts-without-t zerospeech

Last synced: 13 Apr 2025

https://github.com/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

Last synced: 30 Apr 2025

https://github.com/zhiqiangdon/pose-adv-aug

Code for "Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation" (CVPR 2018)

adversarial-learning data-augmentation human-pose-estimation

Last synced: 30 Apr 2025

https://github.com/lariffle/collateral-learning

Collateral Learning - Functional Encryption and Adversarial Training on partially encrypted networks

adversarial-learning collateral-learning functional-encryption partially-encrypted-networks

Last synced: 08 Oct 2025

https://github.com/h3lio5/linguistic-style-transfer-pytorch

Implementation of "Disentangled Representation Learning for Non-Parallel Text Style Transfer(ACL 2019)" in Pytorch

acl adversarial-learning disentangled-representations disentanglement latent-representations natural-language-generation pytorch style-transfer text-style-transfer variational-autoencoder

Last synced: 19 Jul 2025

https://github.com/nishiwen1214/dropattack

Code of paper: "DropAttack: A Masked Weight Adversarial Training Method to Improve Generalization of Neural Networks"

adversarial-learning dropattack generalization pytorch pytorch-implementation text-classification

Last synced: 15 May 2025

https://github.com/declare-lab/kingdom

Domain Adaptation using External Knowledge for Sentiment Analysis

adversarial-learning adversarial-networks deep-learning deep-neural-networks domain-adaptation opinion-mining sentiment-analysis

Last synced: 13 Sep 2025

https://github.com/SHI-Yu-Zhe/generative-modeling-explained

Ying Nian Wu's UCLA Statistical Machine Learning Tutorial on generative modeling.

adversarial-learning bayesian-inference diffusion-model energy-based-model equilibrium-sampling generative-modeling langevin-dynamics mcmc-sampling non-equilibrium-sampling score-based-generative-modeling variational-inference

Last synced: 14 May 2025

https://github.com/chenglongchen/tensorflow-asp-mtl

A Tensorflow implementation of Adversarial Shared-Private Model for Multi-Task Learning and Transfer Learning.

adversarial-learning multi-task-learning transfer-learning

Last synced: 10 Apr 2025

https://github.com/gugarosa/nalp

🗣️ NALP is a library that covers Natural Adversarial Language Processing.

adversarial-learning machine-learning natural-language-processing python tensorflow2

Last synced: 11 Sep 2025

https://github.com/vievie31/cool-papers-in-pytorch

Reimplementing cool papers in PyTorch...

adversarial-attacks adversarial-learning cvpr highway-network iclr knowledge-distillation nips paper pytorch semantic-segmentation

Last synced: 08 May 2025

https://github.com/yeonghyeon/advae

Implementation of 'Self-Adversarial Variational Autoencoder with Gaussian Anomaly Prior Distribution for Anomaly Detection'

adversarial-learning auto-encoder generative-neural-network variational-autoencoder

Last synced: 06 Jul 2025

https://github.com/chunyuanli/ras

AISTATS 2019: Reference-based Adversarial Sampling & Its applications to Soft Q-learning

adversarial-learning amortized-inference entropy-regularizer reinforcement-learning sampling-methods

Last synced: 15 Apr 2025

https://github.com/fra31/robust-finetuning

Code relative to "Adversarial robustness against multiple and single $l_p$-threat models via quick fine-tuning of robust classifiers"

adversarial-learning adversarial-robustness adversarial-training

Last synced: 08 May 2025

https://github.com/zer0int/clip-sae-finetune

Sparse Autoencoders (SAE) vs CLIP fine-tuning fun.

adversarial-attacks adversarial-learning clip fine-tune fine-tuning finetune sae sparse-autoencoder vision-transformer vit

Last synced: 03 Jul 2025

https://github.com/EmreTaha/Unsupervised-Domain-Adaptation-with-BERT

Unsupervised domain adaptation with BERT for Amazon food product reviews sentiment analysis.

adversarial-learning amazon-food-reviews bert bert-model colab domain-adaptation nlp sentiment-analysis tensorflow unsupervised-learning

Last synced: 09 May 2025

https://github.com/dsxiangli/simpleclassification

Simple Text Classification[WIP]

adversarial-learning albert bert bert-fine-tuning bert-wwm domain-adaptation electra fgm knowledge-distillation mixup multisource roberta temporal temporal-ensembling tensorflow text-classification xlnet xlnet-fine-tuning

Last synced: 24 Apr 2025

https://github.com/ankur-deka/hiding-leader-identity

IROS 2021 - Hiding Leader’s Identity in Leader-Follower Navigation through MARL

adversarial-learning iros machine-learning marl multi-agent-reinforcement-learning multi-agent-systems reinforcement-learning robotics

Last synced: 18 Apr 2025

https://github.com/zinoex/bound_propagation

Linear and interval bound propagation in Pytorch with easy-to-use API and GPU support.

adversarial-learning bound-propagation pytorch robustness verification

Last synced: 15 Jun 2025

https://github.com/chunyuanli/semi_supervised_gan

Semi Supervised using GAN

adversarial-learning semi-supervised-learning

Last synced: 15 Apr 2025

https://github.com/chenglongchen/tensorflow-dtn

A Tensorflow implementation of Domain Transfer Network.

adversarial-learning domain-transfer domain-transfer-network image-generation tensorflow unsupervised-learning

Last synced: 10 Apr 2025

https://github.com/yigitozgumus/polimi_thesis

This is the code repository of my master's thesis titled "Adversarially Learned Anomaly Detection using Generative Adversarial Networks"

adversarial-feature-learning adversarial-learning anomaly-detection autoencoder deep-learning generative-adversarial-network machine-learning novelty-detection tensorflow thesis-project

Last synced: 07 May 2025

https://github.com/sshanu/civic_issue_dataset

Civic Issue Detection Dataset from Adversarial Adaptation of Scene Graph Models for Understanding Civic Issues

adversarial-learning civic-issue civic-issue-dataset civic-issue-detection civic-tech dataset deep-learning domain-adaptation garbage-detection ms-coco object-detection pothole-detector scene-graph-models unsupervised-learning

Last synced: 02 Apr 2025

https://github.com/chris-santiago/met

Reproducing the MET framework with PyTorch

adversarial-learning hydra masked-autoencoder pytorch pytorch-lightning self-supervised-learning taskfile transformers

Last synced: 07 Oct 2025

https://github.com/deepmancer/rss-training-iclr2024

This is the official repository for the ICLR 2024 paper Out-Of-Domain Unlabeled Data Improves Generalization.

adversarial-learning conference-paper distribution-shift distributionally-robust-optimization generalization-error iclr iclr2024 out-of-distribution out-of-distribution-generalization out-of-domain robust-optimization robustness self-supervised-learning semi-supervised-learning unsupervised-learning

Last synced: 31 Mar 2025

https://github.com/bliutech/adversarial-networks

ECE C147: Neural Networks & Deep Learning. Repository for "Developing Robust Networks to Defend Against Adversarial Examples". Implementing adversarial data augmentation on CNNs and RNNs.

adversarial-learning cnn fgsm pytorch rnn

Last synced: 12 Apr 2025

https://github.com/avinash793/adversarial-attacks-on-load-forecasting-model

Studied the impact of adversarial attacks on RNN Based load forecasting model.

adversarial-attacks adversarial-examples adversarial-learning adversarial-machine-learning deep-learning forecasting forecasting-models keras load-forecasting python3 rnn rnn-lstm security

Last synced: 15 May 2025

https://github.com/asrs-lab/awesome-dl-security-and-privacy-papers

Awesome-DL-Security-and-Privacy-Papers

adversarial-attacks adversarial-examples adversarial-learning adversarial-machine-learning backdoor-attacks backdoor-defense backdoor-detection deep-learning deep-neural-network deep-neural-networks machine-learning-security ml-papers ml-security security-and-privacy security-paper supply-chain-security

Last synced: 04 Jan 2026

https://github.com/gugarosa/tsgan_nlg

📄 Official implementation regarding the paper "Natural Language Generation With Similarity-Based Adversarial Learning".

adversarial-learning language-generation machine-learning similarity ts-gan

Last synced: 28 Jul 2025

https://github.com/kapshaul/onlinelearning

Repository of Online Learning algorithms, including Bandits, UCB, and more.

adaptive-ad adversarial-learning bandit bandit-learning linear-regression machine-learning online-learning upper-confidence-bound

Last synced: 28 Dec 2025

https://github.com/alexpalms/diambra-arena-marl-tleague

A customization of Tencent’s TLeague for self-play in DIAMBRA Arena. Enables population-based adversarial training in multi-agent environments using league-style training loops and dynamic opponent selection.

adversarial-learning diambra league-training marl self-play

Last synced: 07 Sep 2025

https://github.com/maettuu/24fs-deep-learning

Repository for the course Deep Learning Spring 2024

adversarial-learning auto-encoders auto-labelling convolutional-neural-networks fully-connected-networks gradient-descent machine-learning multi-output-networks open-set-classification perceptron python recurrent-neural-networks transfer-learning zero-shot-learning

Last synced: 23 Feb 2025

https://github.com/measterpojo/adversarial-discriminative-domain-adaptation

Adversarial Discriminative Domain Adaptation (ADDA) is a domain adaptation approach that uses adversarial training to align the feature distributions of the source and target domains in an unsupervised setting

adversarial-learning computer-vision deep-learning deep-neural-networks domain-adaptation python pytorch unsupervised-learning