61 Open Source Adversarial Learning Software Projects
Free and open source adversarial learning code projects including engines, APIs, generators, and tools.
Adaptsegnet 607 ⭐
Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)
Selectiongan 335 ⭐
[CVPR 2019 Oral] Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation
Clan 219 ⭐
( CVPR2019 Oral ) Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation
Adversarial Learning For Neural Dialogue Generation In Tensorflow 179 ⭐
Arel 117 ⭐
Code for the ACL paper "No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling"
Free_adv_train 116 ⭐
Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural training.
Unsupervised_detection 117 ⭐
An Unsupervised Learning Framework for Moving Object Detection From Videos
Pose Adv Aug 83 ⭐
Code for "Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation" (CVPR 2018)
Adversarial Learning For Generative Conversational Agents 68 ⭐
This repository contains a new adversarial training method for Generative Conversational Agents
Lggan 64 ⭐
[CVPR 2020] Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation
Collateral Learning 55 ⭐
Collateral Learning - Functional Encryption and Adversarial Training on partially encrypted networks
Handwriting_recogition_using_adversarial_learning 47 ⭐
"Handwriting Recognition in Low-resource Scripts using Adversarial Learning ”, IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2019.
Checkers Reinforcement Learning 37 ⭐
A checkers reinforcement learning AI, and all the tools needed to train it.
Transferable E2e Absa 39 ⭐
Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning (EMNLP'19)
Gan Depth Semantic3D 33 ⭐
Implementation for "Adversarial Semantic Scene Completion from a Single Depth Image" in 3DV 2018
Everypixelmatters 57 ⭐
Implementation of ECCV 2020 paper "Every Pixel Matters: Center-aware Feature Alignment for Domain Adaptive Object Detector"
Linguistic Style Transfer Pytorch 30 ⭐
Implementation of "Disentangled Representation Learning for Non-Parallel Text Style Transfer(ACL 2019)" in Pytorch
Advanced Gradient Obfuscating 27 ⭐
Take further steps in the arms race of adversarial examples with only preprocessing.
Adversarial_mter 25 ⭐
Code for ICCV2019 paper《Adversarial Learning with Margin-based Triplet Embedding Regularization》
Csnlp Dialogue Generation 37 ⭐
A Paper List for Open-Domain Dialogue Generation, and related datasets.
Open_set_domain_adaptation 24 ⭐
Tensorflow Implementation of open set domain adaptation by backpropagation
Tensorflow Asp Mtl 21 ⭐
A Tensorflow implementation of Adversarial Shared-Private Model for Multi-Task Learning and Transfer Learning.
Carmss 15 ⭐
Official re-implementation of the Calibrated Adversarial Refinement model described in the paper "Calibrated Adversarial Refinement for Multimodal Semantic Segmentation"
Awesome Adversarial Interpretable Machine Learning 14 ⭐
💡 A curated list of adversarial attacks on model explanations
A2cl Pt 20 ⭐
Adversarial Background-Aware Loss for Weakly-supervised Temporal Activity Localization (ECCV 2020)
Adventure 12 ⭐
code for ACL 2018 paper by Kang et al., "AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples "
Multi Modal Brain Segmentation 11 ⭐
3D Multi-modal (FLAIR and T1) Brain MRI Scan Segmentation using Generative Adversarial Learning