An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: adversarial-learning

Abhinaykotla/EdgeConnect_Plus_Inpainting_with_Edge_and_Color_Guidance

EdgeConnect+: Adversarial Inpainting with Edge and Color Guidance A deep learning-based image inpainting framework that integrates edge and color guidance to enhance image restoration. Suitable for photo restoration, object removal, and content-aware editing, evaluated on CelebA and Places2 datasets.

Language: Jupyter Notebook - Size: 59.3 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 1 - Forks: 0

thunlp/TAADpapers

Must-read Papers on Textual Adversarial Attack and Defense

Language: Python - Size: 295 KB - Last synced at: about 4 hours ago - Pushed at: 3 months ago - Stars: 1,546 - Forks: 194

tensorflow/neural-structured-learning

Training neural models with structured signals.

Language: Python - Size: 28.8 MB - Last synced at: 2 days ago - Pushed at: 3 months ago - Stars: 1,002 - Forks: 190

tiongsikng/fsb_hashnet

Flexible Secure Biometrics: A Protected Modality-Invariant Face-Periocular Recognition System

Language: Jupyter Notebook - Size: 2.57 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 1

thuml/Transfer-Learning-Library

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

Language: Python - Size: 13.7 MB - Last synced at: 4 days ago - Pushed at: 12 months ago - Stars: 3,672 - Forks: 568

clee-jaist/QFAAP

Quality-focused Active Adversarial Policy for Safe Grasping in Human-Robot Interaction

Language: Python - Size: 20.9 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 4 - Forks: 0

Zinoex/bound_propagation

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

Language: Python - Size: 171 KB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 9 - Forks: 4

zhaoxin94/awesome-domain-adaptation

A collection of AWESOME things about domian adaptation

Size: 975 KB - Last synced at: 12 days ago - Pushed at: 7 months ago - Stars: 5,264 - Forks: 882

BorealisAI/advertorch

A Toolbox for Adversarial Robustness Research

Language: Jupyter Notebook - Size: 8.19 MB - Last synced at: 19 days ago - Pushed at: over 1 year ago - Stars: 1,334 - Forks: 198

xuxiangsun/ST-Data

Official Source Code of "Exploring Effective Data for Surrogate Training Towards Black-box Attack" and "STDatav2: Accessing Efficient Black-Box Stealing for Adversarial Attacks".

Language: Python - Size: 32.7 MB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 17 - Forks: 1

Aditiii17/Sar_Colorization

A PyTorch-based GAN model for colorizing grayscale SAR (Synthetic Aperture Radar) images. Utilizes a convolutional Generator and Discriminator in an adversarial setup to produce realistic color outputs.

Language: Python - Size: 4.48 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 0 - Forks: 0

adapt-python/adapt

Awesome Domain Adaptation Python Toolbox

Language: Python - Size: 57.8 MB - Last synced at: 26 days ago - Pushed at: 6 months ago - Stars: 328 - Forks: 47

wubinzzu/NeuRec

Next RecSys Library

Language: Python - Size: 17.6 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 1,055 - Forks: 220

sefeoglu/adversarial_examples_parseval_net

Parseval Networks and Adversarial Examples

Language: Jupyter Notebook - Size: 434 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

EmreTaha/Unsupervised-Domain-Adaptation-with-BERT

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

Language: Jupyter Notebook - Size: 156 KB - Last synced at: 1 day ago - Pushed at: over 4 years ago - Stars: 14 - Forks: 2

elte-collective-intelligence/student-patrolling

A Multi-Agent Reinforcement Learning (MARL) research project where patrolling and intruder agents engage in an adversarial setting, continuously adapting and countering each other’s strategies.

Language: Python - Size: 1.12 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

pumpikano/tf-dann

Domain-Adversarial Neural Network in Tensorflow

Language: Jupyter Notebook - Size: 1.25 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 630 - Forks: 222

zer0int/CLIP-SAE-finetune

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

Language: Python - Size: 10.8 MB - Last synced at: 10 days ago - Pushed at: 5 months ago - Stars: 14 - Forks: 3

ryuryukke/OUTFOX

[AAAI 2024] The official repository for our paper, "OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples"

Language: Python - Size: 82.5 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 40 - Forks: 4

yigitozgumus/Polimi_Thesis

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

Language: Jupyter Notebook - Size: 86 MB - Last synced at: 3 days ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 4

tensorlayer/awesome-tensorlayer

A curated list of dedicated resources and applications

Size: 94.7 KB - Last synced at: 5 days ago - Pushed at: over 5 years ago - Stars: 268 - Forks: 59

shafieelab/SPyDERMAN

Mobile Health (mHealth) Viral Diagnostics Enabled with Adaptive Adversarial Learning.

Language: Python - Size: 609 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 2

k2kobayashi/crank

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

Language: Python - Size: 12.4 MB - Last synced at: 3 days ago - Pushed at: 10 months ago - Stars: 171 - Forks: 31

hfslyc/AdvSemiSeg

Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018

Language: Python - Size: 814 KB - Last synced at: about 2 months ago - Pushed at: about 4 years ago - Stars: 504 - Forks: 127

lucidrains/transformer-lm-gan

Explorations into adversarial losses on top of autoregressive loss for language modeling

Language: Python - Size: 34.1 MB - Last synced at: 17 days ago - Pushed at: 3 months ago - Stars: 35 - Forks: 1

LijunSun90/MatrixWorld

MatrixWorld: A pursuit-evasion platform for safe multi-agent coordination and autocurricula

Language: Python - Size: 952 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 7 - Forks: 1

KaiyuanZh/awesome-graph-representation-learning

A curated list of awesome graph representation learning.

Size: 3.91 KB - Last synced at: 4 days ago - Pushed at: over 4 years ago - Stars: 69 - Forks: 6

saedeht/Corss_Lingual_NLU Fork of sfarzi/Corss_Lingua_NLU

repo for the LREC-COLING 2024 paper

Language: Jupyter Notebook - Size: 2.78 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

chris-santiago/met

Reproducing the MET framework with PyTorch

Language: Python - Size: 10.9 MB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 1

podgorskiy/GPND

Generative Probabilistic Novelty Detection with Adversarial Autoencoders

Language: Python - Size: 5.71 MB - Last synced at: 9 days ago - Pushed at: over 4 years ago - Stars: 129 - Forks: 31

declare-lab/kingdom

Domain Adaptation using External Knowledge for Sentiment Analysis

Language: Python - Size: 31.9 MB - Last synced at: 26 days ago - Pushed at: almost 2 years ago - Stars: 54 - Forks: 14

ZahraDehghanian97/RCALAD Fork of houssamzenati/Adversarially-Learned-Anomaly-Detection

Implementation of RCALAD Model based on "Anomaly Detection Using Complete Cycle Consistent Generative Adversarial Network" paper *Official Code

Language: Python - Size: 40.6 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 12 - Forks: 0

Avinash793/adversarial-attacks-on-load-forecasting-model

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

Language: Jupyter Notebook - Size: 2.75 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

maettuu/24FS-Deep-Learning

Repository for the course Deep Learning Spring 2024

Language: Jupyter Notebook - Size: 1.51 MB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

SamRagusa/Checkers-Reinforcement-Learning

A checkers reinforcement learning AI, and all the tools needed to train it.

Language: Python - Size: 49.8 KB - Last synced at: 4 months ago - Pushed at: almost 5 years ago - Stars: 55 - Forks: 14

fra31/robust-finetuning

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

Language: Python - Size: 19.5 KB - Last synced at: 1 day ago - Pushed at: over 2 years ago - Stars: 18 - Forks: 4

imperial-qore/TranAD

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

Language: Python - Size: 133 MB - Last synced at: 5 months ago - Pushed at: 10 months ago - Stars: 526 - Forks: 160

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

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

Language: Python - Size: 133 KB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 186 - Forks: 75

ASRS-Lab/Awesome-DL-Security-and-Privacy-Papers

Awesome-DL-Security-and-Privacy-Papers

Language: SCSS - Size: 105 KB - Last synced at: 4 days ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

wasidennis/AdaptSegNet

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

Language: Python - Size: 2.91 MB - Last synced at: 6 months ago - Pushed at: over 4 years ago - Stars: 850 - Forks: 203

Ha0Tang/SelectionGAN

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

Language: Python - Size: 26.5 MB - Last synced at: 6 months ago - Pushed at: about 2 years ago - Stars: 461 - Forks: 61

ebonilla/VGCN

Variational Graph Convolutional Networks

Language: Python - Size: 13.1 MB - Last synced at: 2 days ago - Pushed at: over 4 years ago - Stars: 22 - Forks: 4

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.

Language: Python - Size: 915 KB - Last synced at: 20 days ago - Pushed at: over 3 years ago - Stars: 125 - Forks: 21

Ralmohsen/OSRAAE

Open-set Recognition with Adversarial Autoencoders

Language: Python - Size: 3.99 MB - Last synced at: 4 months ago - Pushed at: over 6 years ago - Stars: 37 - Forks: 12

ElleZWQ/MMCoA

Revisiting the Adversarial Robustness of Vision Language Models: a Multimodal Perspective

Language: Python - Size: 1.37 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 3 - Forks: 0

MichiganCOG/A2CL-PT

Adversarial Background-Aware Loss for Weakly-supervised Temporal Activity Localization (ECCV 2020)

Language: Python - Size: 56.5 MB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 47 - Forks: 8

andi611/ZeroSpeech-TTS-without-T

A Pytorch implementation for the ZeroSpeech 2019 challenge.

Language: Python - Size: 99.2 MB - Last synced at: 27 days ago - Pushed at: over 5 years ago - Stars: 112 - Forks: 12

kapshaul/OnlineLearning

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

Language: Python - Size: 5.13 MB - Last synced at: about 2 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

deepmancer/rss-training-iclr2024

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

Language: TeX - Size: 31 MB - Last synced at: 7 months ago - Pushed at: 8 months ago - Stars: 4 - Forks: 0

Bai-YT/MixedNUTS

MixedNUTS: Training-Free Accuracy-Robustness Balance via Nonlinearly Mixed Classifiers

Language: Python - Size: 717 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 4 - Forks: 0

zjukg/NATIVE

[Paper][SIGIR 2024] NativE: Multi-modal Knowledge Graph Completion in the Wild

Language: Python - Size: 10.2 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 18 - Forks: 1

gallilmaimon/LUNATC

This is the official implementation of "A Universal Adversarial Policy for Text Classifiers", Neural Networks (2022), https://doi.org/10.1016/j.neunet.2022.06.018

Language: Python - Size: 4.56 MB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 0

dimitri009/Deep-Learning-Applications

This repository contains the code and report for the final evaluation of the Deep Learning Applications module. It includes three exercises on Convolutional Neural Networks (CNNs), Reinforcement Learning, and Adversarial Training. Each exercise is designed to showcase different aspects of deep learning techniques and their applications.

Language: Jupyter Notebook - Size: 3.93 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

jaypmorgan/adaptive-neighbourhoods

Python API for generating adapted and unique neighbourhoods for searching for adversarial examples.

Language: C++ - Size: 249 KB - Last synced at: 23 days ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

h3lio5/linguistic-style-transfer-pytorch

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

Language: Python - Size: 156 MB - Last synced at: 9 months ago - Pushed at: almost 2 years ago - Stars: 68 - Forks: 21

Captain-Hong/UDA-via-joint-adversarial-learning-and-self-learning

Unsupervised domain adaptation for cross-modality liver segmentation via joint adversarial learning and self-learning

Language: Python - Size: 74.2 KB - Last synced at: 6 months ago - Pushed at: about 2 years ago - Stars: 13 - Forks: 1

balintbujtor/AML_Semantic_DA_project Fork of ClaudiaCuttano/AML_Semantic_DA

This is the project repository for the Semantic Domain Adaptation project of the Advanced Machine Learning course at PoliTO in 2023/24.

Language: Jupyter Notebook - Size: 961 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

wangxu0820/SAN

The official GitHub page for paper"Stochastic Adversarial Networks for Multi-Domain Text Classification"

Language: Python - Size: 49.8 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

shahrukhx01/bert-probe

BERT Probe: A python package for probing attention based robustness to character and word based adversarial evaluation. Also, with recipes of implicit and explicit defenses against character-level attacks.

Language: Jupyter Notebook - Size: 43.8 MB - Last synced at: 11 months ago - Pushed at: almost 3 years ago - Stars: 18 - Forks: 3

karthik-d/lesion-characterization-using-cgan

Analysis of Skin Lesion Images to segment lesion regions and classify lesion type using adversarial deep learning.

Language: Jupyter Notebook - Size: 71.3 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

windxrz/DCFR

Source code for KDD 2020 paper "Algorithmic Decision Making with Conditional Fairness".

Language: Python - Size: 40 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 15 - Forks: 4

DSXiangLi/SimpleClassification

Simple Text Classification[WIP]

Language: Python - Size: 200 MB - Last synced at: 16 days ago - Pushed at: over 2 years ago - Stars: 11 - Forks: 1

zhongyy/Adversarial_MTER

Code for ICCV2019 paper《Adversarial Learning with Margin-based Triplet Embedding Regularization》

Language: Python - Size: 344 KB - Last synced at: 12 months ago - Pushed at: over 5 years ago - Stars: 28 - Forks: 4

NYU-MLDA/ALMOST

ALMOST: Adversarial Learning to Mitigate Oracle-less ML Logic Locking Attacks via Synthesis Tuning

Language: Verilog - Size: 74.1 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 2 - Forks: 0

gugarosa/nalp

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

Language: Python - Size: 2.31 MB - Last synced at: 7 months ago - Pushed at: 9 months ago - Stars: 23 - Forks: 8

neerajvashistha/general_adversarial_networks

GAN based on Ian Goodfellow 2014 paper

Language: Python - Size: 7.84 MB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

naotoo1/BNSFRNPC

code for the paper Beyond Neural scaling laws for fast proven robust certification of nearest prototype classifiers

Language: Terra - Size: 2.21 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 2

mashaan14/ADDA-toy

A pytorch implementation of ADDA paper published in CVPR2017 with 2D toy example.

Language: Python - Size: 4.4 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

yuanrr/SEMA

SEMA: Semantic Distance Adversarial Learning for Text-to-Image Synthesis (TMM' 23)

Language: Python - Size: 513 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

ashafahi/free_adv_train

Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural training.

Language: Python - Size: 48.8 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 170 - Forks: 30

Ankur-Deka/Hiding-Leader-Identity

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

Language: Python - Size: 2.89 MB - Last synced at: 21 days ago - Pushed at: about 3 years ago - Stars: 9 - Forks: 1

liupei101/AdvMIL

[MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images

Language: Python - Size: 2.18 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 21 - Forks: 8

ChristophReich1996/Semantic_Pyramid_for_Image_Generation

PyTorch reimplementation of the paper: "Semantic Pyramid for Image Generation" [CVPR 2020].

Language: Python - Size: 5.02 MB - Last synced at: 12 months ago - Pushed at: about 3 years ago - Stars: 46 - Forks: 6

zjfheart/NoiLIn

The code for NoiLIn: Improving Adversarial Training and Correcting Stereotype of Noisy Labels (TMLR 22 accept)

Language: Python - Size: 53.7 KB - Last synced at: 12 months ago - Pushed at: almost 3 years ago - Stars: 10 - Forks: 2

zjukg/AdaMF-MAT

[Paper][LREC-COLING 2024] Unleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph Completion

Language: Python - Size: 1.91 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 11 - Forks: 1

yunyuntsai/DNN-Model-Stealing

Code for "CloudLeak: Large-Scale Deep Learning Models Stealing Through Adversarial Examples" (NDSS 2020)

Language: Jupyter Notebook - Size: 1.31 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 15 - Forks: 3

kartikgill/The-GAN-Book

The GAN Book: Train stable Generative Adversarial Networks using TensorFlow2, Keras and Python.

Language: Jupyter Notebook - Size: 785 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 9 - Forks: 6

Gaurav927/Generative-Adversial-Network

Generative Adversial Network using MNIST Data

Language: Jupyter Notebook - Size: 641 KB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 0

Gaurav927/Adversial_AutoEncoder

Adversial AutoEncoder in PyTorch

Language: Jupyter Notebook - Size: 1020 KB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 4 - Forks: 2

Wang-ML-Lab/GRDA

[ICLR 2022] Graph-Relational Domain Adaptation

Language: Python - Size: 7.09 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 41 - Forks: 6

INASIC/Motion_Synthesis_Adversarial_Learning Fork of lucaskingjade/Motion_Synthesis_Adversarial_Learning

Code that reproduces results for the paper "Adversarial learning for modeling human motion" -

Language: Python - Size: 220 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

ChenglongChen/tensorflow-ASP-MTL

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

Language: Python - Size: 14.3 MB - Last synced at: about 1 month ago - Pushed at: over 6 years ago - Stars: 25 - Forks: 4

lucasdavid/afhp

Adversarial Feature Hallucination in a Supervised Contrastive Space for Few-Shot Learning of Provenance in Paintings

Language: Jupyter Notebook - Size: 12 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

ExalFabu/ci-quixo

Computational Intelligence @ Polito - Project Assignment

Language: Python - Size: 3.12 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

xiaosen-wang/SIT

[ICCV 2023] Structure Invariant Transformation for better Adversarial Transferability

Language: Python - Size: 471 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 15 - Forks: 0

NeurAI-Lab/CURE

Official repository for ICLR'24 paper "Conserve-Update-Revise to Cure Generalization and Robustness Trade-off in Adversarial Training"

Language: Python - Size: 116 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

SHI-Yu-Zhe/generative-modeling-explained

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

Size: 992 KB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 43 - Forks: 7

sharmi1206/nsl_personalinfo_classification

Neural Structured Learning (Adversarial) with TensorFlow

Language: Python - Size: 1.89 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

dipanjanS/adversarial-learning-robustness

Contains materials for workshops pertaining to adversarial robustness in deep learning.

Language: Jupyter Notebook - Size: 77.6 MB - Last synced at: 10 days ago - Pushed at: about 4 years ago - Stars: 86 - Forks: 40

ChunyuanLI/RAS

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

Language: Jupyter Notebook - Size: 211 MB - Last synced at: 25 days ago - Pushed at: over 6 years ago - Stars: 15 - Forks: 2

zhiqiangdon/pose-adv-aug

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

Language: Python - Size: 5.26 MB - Last synced at: 10 days ago - Pushed at: almost 7 years ago - Stars: 84 - Forks: 14

RS2002/CSI-BERT

Official Repository for The Paper, CSI-BERT

Language: Python - Size: 40 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

shafieelab/Medical-Domain-Adaptive-Neural-Networks

Adaptive Adversarial Neural Networks for Lossy and Domain-Shifted Medical Image Analysis.

Language: Python - Size: 4.74 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 25 - Forks: 3

RS2002/PianoBART2

PianoBART2: Task-oriented Music Generation Model Based on Adversarial Learning

Language: Python - Size: 24.4 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

nvrsmeele/adversarial_debias

Language: Python - Size: 13.7 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

nishiwen1214/DropAttack

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

Language: Jupyter Notebook - Size: 51.8 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 59 - Forks: 11

KayvanShah1/pos-tagging-hmm-adversarial-learning

This repository contains the implementation of a Part-of-Speech (POS) tagging system using Hidden Markov Models (HMMs) along with various decoding techniques and adversarial training strategies for sequence labeling tasks. Project for course DSCI 599 - Optimization Techniques for Data Science, Fall 2023

Language: Python - Size: 33.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

MehradAria/ADA-COVID

ADA-COVID: Adversarial Domain Adaptation-based Diagnosis of COVID-19 from CT Scan Images using Triplet Embeddings

Language: Python - Size: 524 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

shahrukhx01/adversarial-ml-101

A beginner friendly repository for getting started with adversarial machine learning in PyTorch

Language: Jupyter Notebook - Size: 287 MB - Last synced at: 11 months ago - Pushed at: about 3 years ago - Stars: 22 - Forks: 4

MatteoM95/Real-time-Domain-Adaptation-in-Semantic-Segmentation

A class-based styling approach for Real-Time Domain Adaptation in Semantic Segmentation applied within the realm of autonomous driving solutions. Final project from MLDL course 2020/2021

Language: Python - Size: 5.52 GB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

Related Keywords
adversarial-learning 238 deep-learning 51 pytorch 35 domain-adaptation 32 adversarial-attacks 31 machine-learning 27 adversarial-machine-learning 25 generative-adversarial-network 21 transfer-learning 18 adversarial-examples 17 tensorflow 17 computer-vision 15 robustness 13 adversarial-networks 13 gan 13 deep-neural-networks 13 python 13 semantic-segmentation 11 reinforcement-learning 11 semi-supervised-learning 11 unsupervised-learning 10 autoencoder 10 natural-language-processing 9 neural-network 7 convolutional-neural-networks 7 pytorch-implementation 7 unsupervised-domain-adaptation 7 cnn 6 adversarial-example 6 anomaly-detection 6 mnist 6 python3 6 gans 5 generative-model 5 nlp 5 graph-neural-networks 5 object-detection 5 keras 5 tensorflow2 5 image-translation 5 generative-adversarial-networks 4 data-augmentation 4 image-generation 4 robust-optimization 4 adversarial-training 4 security 4 fgsm 4 zero-shot-learning 4 adversarial-defense 4 few-shot-learning 4 neural-networks 4 image-to-image-translation 3 self-supervised-learning 3 dann 3 robust-machine-learning 3 variational-autoencoder 3 q-learning 3 knowledge-distillation 3 bert 3 text-classification 3 adversarial-robustness 3 discriminator 3 novelty-detection 3 rnn 3 transformers 3 style-transfer 3 conditional-gan 3 recurrent-neural-networks 3 segmentation 3 fairness-ml 3 brain-connectivity 3 adversarial 3 paper 3 artificial-intelligence 3 ai 2 perceptron 2 cvpr 2 cvusa-dataset 2 bandit-learning 2 classification 2 cross-view 2 clustering 2 human-pose-estimation 2 shafieelab 2 bart 2 gradient-reversal 2 music 2 music-generation 2 music-understanding 2 multi-modal 2 image-manipulation 2 opinion-mining 2 probability 2 pdf 2 novelty-detector 2 nips-2018 2 deep-novelty-detection 2 adversarial-autoencoders 2 aae 2 forecasting 2