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148 search results found

Awesome Domain Adaptation ⭐ 4,822

A collection of AWESOME things about domian adaptation

Transfer Learning Library ⭐ 2,883

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

Taadpapers ⭐ 1,413

Must-read Papers on Textual Adversarial Attack and Defense

Advertorch ⭐ 1,271

A Toolbox for Adversarial Robustness Research

Neural Structured Learning ⭐ 972

Training neural models with structured signals.

[CVPR 2018] Look at Boundary: A Boundary-Aware Face Alignment Algorithm

Next RecSys Library

Adaptsegnet ⭐ 586

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

Tf Dann ⭐ 580

Domain-Adversarial Neural Network in Tensorflow

Realistic Neural Talking Head Models ⭐ 488

My implementation of Few-Shot Adversarial Learning of Realistic Neural Talking Head Models (Egor Zakharov et al.).

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

Selectiongan ⭐ 427

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

Talking Heads ⭐ 402

Our implementation of "Few-Shot Adversarial Learning of Realistic Neural Talking Head Models" (Egor Zakharov et al.)

Adversarial Examples Pytorch ⭐ 353

Implementation of Papers on Adversarial Examples

Advsemiseg ⭐ 307

Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018

Awesome Domain Adaptation Python Toolbox

( CVPR2019 Oral ) Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation

Fewshot_gan Unet3d ⭐ 239

Tensorflow implementation of our paper: Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning

Unsupervised_detection ⭐ 221

An Unsupervised Learning Framework for Moving Object Detection From Videos

Awesome Tensorlayer ⭐ 212

A curated list of dedicated resources and applications

Adversarial Learning For Neural Dialogue Generation In Tensorflow ⭐ 179

Adversarial-Learning-for-Neural-Dialogue-Generatio

Code for "KBGAN: Adversarial Learning for Knowledge Graph Embeddings" https://arxiv.org/abs/1711.04071

Everypixelmatters ⭐ 150

Implementation of ECCV 2020 paper "Every Pixel Matters: Center-aware Feature Alignment for Domain Adaptive Object Detector"

Facegan ⭐ 150

TF implementation of our ECCV 2018 paper: Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model

Dong_iccv_2017 ⭐ 141

A PyTorch implementation of the paper "Semantic Image Synthesis via Adversarial Learning" in ICCV 2017

[CVPR 2020] Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation

SegAN: Semantic Segmentation with Adversarial Learning

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

Vital_release ⭐ 121

VITAL: VIsual Tracking via Adversarial Learning

3dpose_gan ⭐ 111

The authors' implementation of Unsupervised Adversarial Learning of 3D Human Pose from 2D Joint Locations

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

Generative Probabilistic Novelty Detection with Adversarial Autoencoders

Cvpr 2020 Semi Low Light ⭐ 96

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"

Free_adv_train ⭐ 95

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

Reenactgan ⭐ 95

[ECCV 2018] ReenactGAN: Learning to Reenact Faces via Boundary Transfer

Pytorch Adversarial_box ⭐ 88

PyTorch library for adversarial attack and training

NIPS 2017: ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching

Zerospeech Tts Without T ⭐ 79

A Pytorch implementation for the ZeroSpeech 2019 challenge.

Pose Adv Aug ⭐ 79

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

[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.

[CVPR 2019] Pytorch codes for Multi-adversarial Discriminative Deep Domain Generalization for Face Presentation Attack Detection

Virtual Adversarial Training ⭐ 72

Pytorch implementation of Virtual Adversarial Training

Adversarial Learning Robustness ⭐ 71

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

Flow Gan ⭐ 70

Code for "Flow-GAN: Combining Maximum Likelihood and Adversarial Learning in Generative Models", AAAI 2018.

Singlegan ⭐ 68

SingleGAN: Image-to-Image Translation by a Single-Generator Network using Multiple Generative Adversarial Learning. ACCV 2018

Collateral Learning ⭐ 67

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

Awesome Graph Representation Learning ⭐ 66

A curated list of awesome graph representation learning.

Adversarial Learning For Generative Conversational Agents ⭐ 65

This repository contains a new adversarial training method for Generative Conversational Agents

Dropattack ⭐ 51

A masked adversarial training method for neural network

Photo Editing Tensorflow ⭐ 47

Photo Optimizing Adversarial Net with Policy Gradient Method

Semantic_pyramid_for_image_generation ⭐ 45

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

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

codes for Heuristic Domain Adaptation (NeurIPS2020)

Ali Pytorch ⭐ 41

PyTorch implementation of Adversarially Learned Inference (BiGAN).

Handwriting_recogition_using_adversarial_learning ⭐ 41

"Handwriting Recognition in Low-resource Scripts using Adversarial Learning ”, IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2019.

Adversarial Learning Distant Supervision Re ⭐ 37

DSGAN: Generative Adversarial Training for Distant Supervision Relation Extraction

Pytorch_vsum Ptr Gan ⭐ 36

A PyTorch implementation of VSumPtrGAN

Cdfsl Ata ⭐ 35

[IJCAI 2021 & AIJ 2023] Cross-Domain Few-Shot Classification via Adversarial Task Augmentation

Decorrelated Adversarial Learning ⭐ 34

This is an unofficial implementation for the 2019 ICCV paper 'Decorrelated Adversarial Learning for Age-Invariant Face Recognition' from Tencent AI Lab

Enhancegan ⭐ 34

Checkers Reinforcement Learning ⭐ 34

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

Domain Adaptation using External Knowledge for Sentiment Analysis

Transferable E2e Absa ⭐ 31

Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning (EMNLP'19)

Official re-implementation of the Calibrated Adversarial Refinement model described in the paper "Calibrated Adversarial Refinement for Stochastic Semantic Segmentation"

[ICLR 2022] Graph-Relational Domain Adaptation

Rllab Adv ⭐ 30

Code to train RL agents along with Adversarial distrubance agents

Gan Depth Semantic3d ⭐ 29

Implementation for "Adversarial Semantic Scene Completion from a Single Depth Image" in 3DV 2018

Advanced Gradient Obfuscating ⭐ 25

Take further steps in the arms race of adversarial examples with only preprocessing.

Medical Domain Adaptive Neural Networks ⭐ 25

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

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

Steingan ⭐ 23

code for steinGAN - Learning to Draw Samples: With Application to Amortized MLE for Generative Adversarial Learning

Adversarial_mter ⭐ 23

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

DIRL: Domain-Invariant Representation Learning

Generative Modeling Explained ⭐ 21

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

[ICLR 2023] "Combating Exacerbated Heterogeneity for Robust Models in Federated Learning"

Adversebinet ⭐ 19

Improving Document Binarization via Adversarial Noise-Texture Augmentation

Dancin_seq2seq ⭐ 19

Tensorflow Asp Mtl ⭐ 18

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

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

Co Bionet ⭐ 17

[Nature Machine Intelligence Journal] Official pytorch implementation for Uncertainty-Guided Dual-Views for Semi-Supervised Volumetric Medical Image Segmentation

Black Box Defense ⭐ 17

Robustify Black-Box Models (ICLR'22 - Spotlight)

Fine Grained Style Transfer ⭐ 17

Code for AAAI2020 paper: "Revision in Continuous Space: Unsupervised Text Style Transfer without Adversarial Learning"

Gym environments modified with adversarial agents

Multi Modal Brain Segmentation ⭐ 16

3D Multi-modal (FLAIR and T1) Brain MRI Scan Segmentation using Generative Adversarial Learning

Linguistic Style Transfer Pytorch ⭐ 16

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

Bert Probe ⭐ 16

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.

Source codes of CIKM2022 Full Paper "Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across Cities"

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

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

Scaleable input gradient regularization

Attending to Discriminative Certainty for Domain Adaptation

Robust Finetuning ⭐ 13

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

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

Lstm Crf For Named Entity Recognition ⭐ 13

Adversarial Ml 101 ⭐ 13

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

Guiding Entity Alignment via Adversarial Knowledge Embedding

Code for “Adversarial Learning with Local Coordinate Coding”

Embedding_gan ⭐ 13

Embedding Adversarial Learning for Vehicle Re-Identification

Deepdance ⭐ 13

Code repo of the paper "DeepDance: Music-to-Dance Motion Choreography with Adversarial Learning"

1-100 of 148 search results

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