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Speechenhancement ⭐ 24

about Speech enhancement

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

Source code and dataset for COLING2018 paper "Adversarial Multi-lingual Neural Relation Extraction".

Code for paper "Model-based Adversarial Meta-Reinforcement Learning" (https://arxiv.org/abs/2006.08875)

Domain Adaptation Papers And Codes ⭐ 23

DeepLearning using Keras with R

Datafree Model Extraction ⭐ 21

CVPR 2021 Official repository for the Data-Free Model Extraction paper. https://arxiv.org/abs/2011.14779

Awesome Deeplearning Resources ⭐ 20

[email protected]:endymecy/awesome-deeplearning-resou

Adversarial_learning_paper ⭐ 19

Paper Collection of Adversarial Machine Learning

Inverse Reinforcement Learning, Inverse Optimal Control, Apprenticeship Learning

Adv_framing ⭐ 19

Repository for the paper "Adversarial Framing for Image and Video Classification"

Adversebinet ⭐ 19

Improving Document Binarization via Adversarial Noise-Texture Augmentation

Robustarchitecturesearch ⭐ 18

This github repository contains the official code for the paper, "Evolving Robust Neural Architectures to Defend from Adversarial Attacks"

Awesome Gan Papers ⭐ 18

papers and codes about GAN

Deepnetworks ⭐ 17

My implementations of deep neural networks for practice.

official code of CVPR'18 paper "learning to generate time-lapse videos using multi-stage dynamic generative adversarial networks"

Computer Vision Research Papers ⭐ 17

Collection of Computer Vision Research Papers

Code accompanying the paper "A Generative Framework for Zero Shot Learning with Adversarial Domain Adaptation"

Generation Of Training Data For Deep Learning ⭐ 16

A resource repository for generation of training data for deep learning.

Summary Of Deep Learning Papers ⭐ 16

Collecting some interesting papers about computer vision

Gan Weightnorm Resnet ⭐ 16

Generative Adversarial Network with Weight Normalization + ResNet

Dnn Datadependentactivation ⭐ 15

The code for the paper: https://arxiv.org/pdf/1802.00168.pdf

Adversarial Training For Free ⭐ 15

Unofficial implementation of the paper 'Adversarial Training for Free'

Keras Gan Library ⭐ 15

Implementation of GAN papers on Keras.

Gal Fwsd ⭐ 15

Generative Adversarial Learning Towards Fast Weakly Supervised Detection

Generative Adversarial Network

The Incredible Tensorflow ⭐ 14

The Incredible TensorFlow 2: a curated list of tutorials, papers, projects, communities and more relating to TensorFlow 2.

Artificial Intelligence Research Papers ⭐ 14

An introductory listing of Artificial Intelligence advancements in recent times, directed at beginners looking to get a feel for the field.

Universal Adversarial Perturbations Pytorch ⭐ 14

Implementation of https://arxiv.org/abs/1610.08401 for the CS-E4070 - Special Course in Machine Learning and Data Science: Advanced Topics in Deep Learning course at Aalto University, Finland.

Csmri Refinement ⭐ 14

Code for "Adversarial and Perceptual Refinement Compressed Sensing MRI Reconstruction"

Scaleable input gradient regularization

AdvPC: Transferable Adversarial Perturbations on 3D Point Clouds (ECCV 2020)

Generative Adversarial Network Based Synthesis For Supervised Medical Image Segmentation ⭐ 14

Code for the paper 'Generative Adversarial Network based Synthesis for Supervised Medical Image Segmentation'

Adversarial Explanations Cifar ⭐ 13

Code example for the paper, "Adversarial Explanations for Understanding Image Classification Decisions and Improved Neural Network Robustness."

(WIP) source code of Adversarial Feedback Loop Paper

Paper Avo ⭐ 13

Repository for the paper "Adversarial Variational Optimization of Non-Differentiable Simulators"

Video Perturbation ⭐ 13

Code for NDSS paper: Stealthy Adversarial Perturbations Against Real-Time Video Classification Systems

Deep Learning Roadmap ⭐ 13

my own deep learning mastery roadmap

Adversarialbinarycoding4reid ⭐ 12

Codes of the paper "Adversarial Binary Coding for Efficient Person Re-identification"

Ecg_gan_mbd ⭐ 12

This repository is for the paper "Synthesis of Realistic ECG using Generative Adversarial Networks".

Code for NAACL 2019 paper: Adversarial Category Alignment Network for Cross-domain Sentiment Classification

Cool Papers In Pytorch ⭐ 12

Reimplementing cool papers in PyTorch...

Dl Papers ⭐ 12

📝 Deep Learning papers that enlightened me

The code of paper: Face Sketch Synthesis by Multidomain Adversarial Learning (MDAL) [TNN 2018]

Adversarial Divergence Reduction ⭐ 11

Tensorflow implementation for the ECCV20 paper "Improving Adversarial Robustness by Enforcing Local and Global Compactness"

Dynamic_adv_training ⭐ 11

Code for ICML2019 Paper "On the Convergence and Robustness of Adversarial Training"

Advpaperroadmap ⭐ 11

Adversarial Example Papers Reading Roadmap in Deep Neural Network

Targeted Mismatch Adversarial Attack

Lexicalat ⭐ 10

Codes for paper "LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification"

Adversarial Example Games ⭐ 10

Code for Adversarial Example Games NeurIPS 2020 Paper

Adversarial_deepfakes ⭐ 10

Deepfakes with an adversarial twist.

Under_convnet ⭐ 10

Caffe code for the paper "Adversarial Manipulation of Deep Representations"

Code for "Margin-aware Adversarial Domain Adaptation with Optimal Transport" paper

Tensorflow code for the paper 'Learning with privileged information via adversarial discriminative modality distillation', TPAMI 2019

Awesome Language Guided Image Editing ⭐ 10

A list of papers and other resources on language-guided image editing.

Biased_boundary_attack_avc ⭐ 10

Implementation of the Biased Boundary Attack for the NeurIPS 2018 Adversarial Vision Challenge

Lag Fairness ⭐ 10

Code for "Adversarial Constraint Learning for Structured Prediction"

Awesome Deeplearning Resources ⭐ 10

Mma_training ⭐ 10

Code for the paper "MMA Training: Direct Input Space Margin Maximization through Adversarial Training"

The implementation of paper "Multi-adversarial Faster-RCNN for Unrestricted Object Detection"

Code used in the experiments of the paper COEGAN: Evaluating the Coevolution Effect in Generative Adversarial Networks http://gecco-2019.sigevo.org

Cm Gans_tomm2019 ⭐ 9

Source code of our TOMM 2019 paper "CM-GANs: Cross-modal Generative Adversarial Networks for Common Representation Learning".

Tf2 Ganomaly ⭐ 9

Tensorflow2 implementation of the paper GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training

Code for paper: "3D Reconstruction of Incomplete Archaeological Objects Using a Generative Adversarial Network"

Runway Port of BigBiGAN from the paper "Large Scale Adversarial Representation Learning"

Alfasvmlib ⭐ 9

ALFASVMLib - A Matlab library for adversarial label flip attacks against SVMs

Snn Adversarial Attacks ⭐ 9

Securing Deep Spiking Neural Networks against Adversarial Attacks through Inherent Structural Parameters

Awesome Text To Image Synthesis ⭐ 9

Replicated Results of Generative Adversarial Networks Papers

Iclr 2020 ⭐ 8

Selections from ICLR 2020

Chinese Poetry Generation ⭐ 8

this is a multi-modal chinese poetry generation paper list

Ethical Adversaries ⭐ 8

⚖️ Code for the paper "Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine Learning".

ALI的Tensorflow炼成与GAN科普

Papernotes ⭐ 8

📝 Papers I read and notes/reviews I made. Also useful links to courses (RL/NLP/Bio/QC/DevOps)

Multiple Gan Tensorflow Mnist ⭐ 8

Implement multiple gan including vanilla_gan, dcgan, cgan, infogan and wgan with tensorflow and dataset including mnist.

Patchattack ⭐ 8

Code for the paper "Tensorizing Generative Adversarial Nets"

Discriminatordomainadaptation ⭐ 8

Lgsearch_ddgan_pytorch ⭐ 8

Tracking by Joint Local and Global Search: A Target-aware Attention based Approach (IEEE TNNLS 2021)

Research Papers ⭐ 7

Cool deep learning research papers organized by section

Paper Notes ⭐ 7

✏️ The collection of my notes on research papers. (not) Updated regularly.

Image Attribute Editing Papers ⭐ 7

👦<->👨<->👩<->👵, A collection of attribute editing papers. (constantly updating)

Robustadversarialnetwork ⭐ 7

A pytorch re-implementation for paper "Towards Deep Learning Models Resistant to Adversarial Attacks"

Implement of Paper "SMAPGAN: Generative Adversarial Network-Based Semi-Supervised Styled Map Tile Generation Method" at TGRS.

Dadn_tcsvt2019 ⭐ 7

Source code of our TCSVT 2019 paper "Zero-shot Cross-media Embedding Learning with Dual Adversarial Distribution Network".

Motion_synthesis_adversarial_learning ⭐ 6

Robust Seizure Prediction ⭐ 6

Augmenting DL with Adversarial Training for Robust Prediction of Epilepsy Seizure: Implementation

Generativeadversarialnetspapers ⭐ 6

Papers, codes, slides and blogs about Generative Adversrial Nets.

Nnabla_generative_models ⭐ 6

Collection of generative models, e.g. GAN, VAE in NNabla

Papers To Read ⭐ 6

NLP papers we should read

Ensemble_detect_adv ⭐ 6

Training Ensembles to Detect Adversarial Examples

Official implementation of the paper "Robust Neural Networks inspired by Strong Stability Preserving Runge-Kutta methods", ECCV 2020.

Code for RIS-GAN (AAAI 2020)

Text To Image Synthesis ⭐ 6

PyTorch Implementation of the paper - 'Generative Adversarial Text to Image Synthesis' from ICML 2016 https://arxiv.org/abs/1605.05396

An implement of our paper “DEEP ADVERSARIAL QUANTIZATION NETWORK FOR CROSS-MODAL RETRIEVAL”

Adversarial Variational Semi Supervised Learning ⭐ 6

The reusable codes for KDD'19 research track paper: Adversarial Variational Embedding for Robust Semi-supervised Learning

Nips_2019_reproducibilty_challenge_zero Shot_knowledge_transfer_via_adversarial_belief_matching ⭐ 6

Iccv19 Paper Review ⭐ 6

Summaries of ICCV 2019 papers.

HADA (Hiearachical Adversarial Domain Alignment) for brain graph prediction and classification.

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