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185 search results found

Keras Gan ⭐ 8,842

Keras implementations of Generative Adversarial Networks.

Adversarialnetspapers ⭐ 6,390

Awesome paper list with code about generative adversarial nets

Gans Awesome Applications ⭐ 4,667

Curated list of awesome GAN applications and demo

Adversarial ⭐ 2,773

Code and hyperparameters for the paper "Generative Adversarial Networks"

Papers ⭐ 2,239

Summaries of machine learning papers

Deblurgan ⭐ 1,657

Image Deblurring using Generative Adversarial Networks

Awesome Transfer Learning ⭐ 1,539

Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

Taadpapers ⭐ 1,413

Must-read Papers on Textual Adversarial Attack and Defense

Awesome Deepfakes ⭐ 1,175

Everything Deepfakes

Image To Image Papers ⭐ 815

🦓<->🦒 🌃<->🌆 A collection of image to image papers with code (constantly updating)

Self Attention Gan ⭐ 722

Text Classification ⭐ 622

Implementation of papers for text classification task on DBpedia

All About The Gan ⭐ 602

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

Papers Of Robust Ml ⭐ 532

Related papers for robust machine learning

Imitation ⭐ 504

Code for the paper "Generative Adversarial Imitation Learning"

Deep Learning Paper Review And Practice ⭐ 412

꼼꼼한 딥러닝 논문 리뷰와 코드 실습

Papers In 100 Lines Of Code ⭐ 395

Implementation of papers in 100 lines of code.

Cyclegan Vc2 ⭐ 391

Voice Conversion by CycleGAN (语音克隆/语音转换): CycleGAN-VC2

Convex_adversarial ⭐ 318

A method for training neural networks that are provably robust to adversarial attacks.

Awesome Graph Attack Papers ⭐ 315

Adversarial attacks and defenses on Graph Neural Networks.

Non Stationary_texture_syn ⭐ 281

Code used for texture synthesis using GAN

Papers_we_read ⭐ 262

Summaries for exciting works in the field of Deep Learning.

Ai_papers ⭐ 254

The Gan World ⭐ 237

Everything about Generative Adversarial Networks

Awesome Privacy ⭐ 234

Repository for collection of research papers on privacy.

Adversarial Autoencoders ⭐ 227

Tensorflow implementation of Adversarial Autoencoders

Pro Gnn ⭐ 213

Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks"

Awesome Tensorlayer ⭐ 212

A curated list of dedicated resources and applications

Adv Eval Paper ⭐ 207

LaTeX source for the paper "On Evaluating Adversarial Robustness"

Adversarial Policies ⭐ 195

Find best-response to a fixed policy in multi-agent RL

Awesome Computer Vision ⭐ 186

Awesome Resources for Advanced Computer Vision Topics

Awesome Gans And Deepfakes ⭐ 171

A curated list of GAN & Deepfake papers and repositories.

Defensegan ⭐ 164

Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)

Simple Blackbox Attack ⭐ 161

Code for ICML 2019 paper "Simple Black-box Adversarial Attacks"

3d Iwgan ⭐ 159

A repository for the paper "Improved Adversarial Systems for 3D Object Generation and Reconstruction".

Code for the paper "Adversarial Self-supervised Contrastive Learning" (NeurIPS 2020)

Yopo You Only Propagate Once ⭐ 148

Code for our nips19 paper: You Only Propagate Once: Accelerating Adversarial Training Via Maximal Principle

Arbitrary Text To Image Papers ⭐ 147

A collection of arbitrary text to image papers with code (constantly updating)

Constructed Datasets ⭐ 144

Datasets for the paper "Adversarial Examples are not Bugs, They Are Features"

Adversarial Multi Criteria Learning For Cws ⭐ 141

The implementation of paper https://arxiv.org/abs/1704.07556, ACL 2017

Matlab Gan ⭐ 125

MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN

Code for the ACL paper "No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling"

Graph_adversarial_attack ⭐ 110

Adversarial Attack on Graph Structured Data (https://arxiv.org/abs/1806.02371)

Irl_rocks ⭐ 110

Cool Inverse Reinforcement Learning Papers

Gnn Meta Attack ⭐ 106

Implementation of the paper "Adversarial Attacks on Graph Neural Networks via Meta Learning".

Adversarial Training for Neural Relation Extraction

Domain_adversarial_neural_network ⭐ 98

Domain Adaptation Representation Learning Algorithm (as published in JMLR 2016)

Few Shot Adversarial Learning For Face Swap ⭐ 95

This is a unofficial re-implementation of the paper "Few-Shot Adversarial Learning of Realistic Neural Talking Head Models"

Bert Attack ⭐ 89

Code for EMNLP2020 long paper: BERT-Attack: Adversarial Attack Against BERT Using BERT

Malware_rl ⭐ 86

Malware Bypass Research using Reinforcement Learning

Adversarial Attack On Person Reid With Deep Mis Ranking ⭐ 83

This is a pytorch implementation of the CVPR2020 paper: Transferable, Controllable, and Inconspicuous Adversarial Attacks on Person Re-identification With Deep Mis-Ranking

Generalize Unseen Domains ⭐ 81

Code for the paper "Generalizing to Unseen Domains via Adversarial Data Augmentation", NeurIPS 2018

Advgan_pytorch ⭐ 80

a Pytorch implementation of the paper "Generating Adversarial Examples with Adversarial Networks" (advGAN).

Video Summarization Resources ⭐ 80

Video Summarization Dataset, Papers, Codes

Articles ⭐ 77

Adversarial Generation of Extreme Samples

Capsnet Tensorflow ⭐ 74

With reconstruct, capsule representation, adversarial experiments. Implementation of NIPS2017 paper "Dynamic Routing Between Capsules" in tensorflow.

Deep Transfer Learning ⭐ 71

Deep Transfer Learning Papers

Graphical Gan ⭐ 69

source code of the paper Graphical Generative Adversarial Networks

Multinomial Adversarial Networks for Multi-Domain Text Classification (NAACL 2018)

Create Girls Moe Pytorch ⭐ 63

An implementation of paper from NIPS2017 'Towards the Automatic Anime Characters Creation with Generative Adversarial Networks' using pytorch.

Adversarialaudioseparation ⭐ 59

Code accompanying the paper "Semi-supervised adversarial audio source separation applied to singing voice extraction"

Source code and dataset for NAACL 2019 paper "Adversarial Training for Weakly Supervised Event Detection".

PacGAN: The power of two samples in generative adversarial networks, NeurIPS 2018, JSAIT

Sememepso Attack ⭐ 58

Code and data of the ACL 2020 paper "Word-level Textual Adversarial Attacking as Combinatorial Optimization"

Nn_breaking_detection ⭐ 57

Code corresponding to the paper "Adversarial Examples are not Easily Detected..."

Adversarial Object Removal ⭐ 57

Code base for our paper " Adversarial Scene Editing: Automatic Object Removal from Weak Supervision" appearing in NIPS 2018.

Conversational Ai ⭐ 57

Conversational AI Reading Materials

Rs Adversarial Learning ⭐ 52

A curated collection of adversarial attack and defense on recommender systems.

Awesome Privacy Papers ⭐ 51

Machine/deep learning papers that address the topic of privacy in visual data.

Robust Adv Malware Detection ⭐ 49

Code repository for the paper "Adversarial Deep Learning for Robust Detection of Binary Encoded Malware"

3d Adv Pc ⭐ 48

Generating 3D Adversarial Point Clouds

Fooling Lime Shap ⭐ 47

Adversarial Attacks on Post Hoc Explanation Techniques (LIME/SHAP)

Uncertainty Adversarial Paper ⭐ 46

Code for the paper 'Understanding Measures of Uncertainty for Adversarial Example Detection'

Semisup Adv ⭐ 43

Semisupervised learning for adversarial robustness https://arxiv.org/pdf/1905.13736.pdf

Dropout_bbalpha ⭐ 41

Implementations of the ICML 2017 paper (with Yarin Gal)

Gansynth ⭐ 41

TensorFlow implementation of "GANSynth: Adversarial Neural Audio Synthesis"

Procedural Advml ⭐ 40

Task-agnostic universal black-box attacks on computer vision neural network via procedural noise (CCS'19)

Stackgan Inception Model ⭐ 40

Distributionally Adversarial Attack ⭐ 39

AAAI-19 oral presentation

Awesome Decision Making Reinforcement Learning ⭐ 37

A selection of state-of-the-art research materials on decision making and motion planning.

Ugach_aaai2018 ⭐ 36

Source code of our AAAI 2018 paper "Unsupervised Generative Adversarial Cross-modal Hashing"

Deeplearning ⭐ 35

Translation of papers in Deep Learning Research

Adv Alstm ⭐ 33

Code for paper "Enhancing Stock Movement Prediction with Adversarial Training" IJCAI 2019

Acscp_cgan ⭐ 33

Code implementation for paper that "ACSCS: Crowd Counting via Adversarial Cross-Scale Consistency Pursuit"; This is method of Crowd counting by conditional generation adversarial networks

Citation Sorted Arxiv Slack Bot ⭐ 32

Top ML papers published daily in arXiv

Multirobustness ⭐ 30

Code for the paper "Adversarial Training and Robustness for Multiple Perturbations", NeurIPS 2019

Code release of a paper "Guiding Deep Learning System Testing using Surprise Adequacy"

Cartoongan Predict ⭐ 30

This is unofficial torch implementation for prediction of the paper, "CartoonGAN: Generative Adversarial Networks for Photo Cartoonization"

Source code of paper "Differentially Private Generative Adversarial Network"

Gan Optimization Landscape ⭐ 29

code to reproduce the empirical results in the research paper

Vision Tutorial ⭐ 28

Computer Vision Tutorial for Deep Learning Researchers

If Defense ⭐ 28

This is the official pytorch implementation for paper: IF-Defense: 3D Adversarial Point Cloud Defense via Implicit Function based Restoration

Text Generation Papers ⭐ 28

Paper collection of Neural Text Generation

Square Attack ⭐ 27

Square Attack: a query-efficient black-box adversarial attack via random search [ECCV 2020]

SeqGAN with keras

Source code for the paper MGAN: Training Generative Adversarial Nets With Multiple Generators

Regional Homogeneity ⭐ 26

Source code for Regional Homogeneity: Towards Learning Transferable Universal Adversarial Perturbations Against Defenses

Synthesizing Robust Adversarial Examples ⭐ 24

My entry for ICLR 2018 Reproducibility Challenge for paper Synthesizing robust adversarial examples https://openreview.net/pdf?id=BJDH5M-AW

Multiscale Adversarial Attention Gates ⭐ 24

Code for the paper: Valvano G. et al. (2021), Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates

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Network Paper (986)

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