It takes (only) two: adversarial generator-encoder networks

It takes (only) two: adversarial generator-encoder networks

We present a new autoencoder-type architecture that is trainable in an unsupervised mode, sustains both generation and inference, and has the quality of conditional and unconditional samples boosted by adversarial learning. Unlike previous hybrids of autoencoders and adversarial networks, the advers...

Fuld beskrivelse

Bibliografiske detaljer
Main Authors:	Ulyanov, D, Vedaldi, A, Lempitsky, V
Format:	Conference item
Udgivet:	Association for the Advancement of Artificial Intelligence 2018

Lignende værker

Improved texture networks: Maximizing quality and diversity in feed-forward stylization and texture synthesis
af: Ulyanov, D, et al.
Udgivet: (2017)

Texture networks: Feed-forward synthesis of textures and stylized images
af: Ulyanov, D, et al.
Udgivet: (2016)

Deep image prior
af: Ulyanov, D, et al.
Udgivet: (2018)

Deep image prior
af: Ulyanov, D, et al.
Udgivet: (2020)

The devil is in the details: an evaluation of recent feature encoding methods
af: Chatfield, K, et al.
Udgivet: (2011)

Generating adversarial examples with only one image
af: Luo, Jinqi
Udgivet: (2021)

Throwaway Shadows Using Parallel Encoders Generative Adversarial Network
af: Kamran Javed, et al.
Udgivet: (2022-01-01)

Attentive Generative Adversarial Network with Dual Encoder-Decoder for Shadow Removal
af: He Wang, et al.
Udgivet: (2022-08-01)

Multi-View Transformation via Mutual-Encoding InfoGenerative Adversarial Networks
af: Liang Sun, et al.
Udgivet: (2018-01-01)

A Two-Stage Generative Adversarial Networks With Semantic Content Constraints for Adversarial Example Generation
af: Jianyi Liu, et al.
Udgivet: (2020-01-01)

Exploring generative adversarial networks and adversarial training
af: Afia Sajeeda, et al.
Udgivet: (2022-06-01)

Generative Adversarial Networks Based on Transformer Encoder and Convolution Block for Hyperspectral Image Classification
af: Jing Bai, et al.
Udgivet: (2022-07-01)

Dual Encoder-Decoder Based Generative Adversarial Networks for Disentangled Facial Representation Learning
af: Cong Hu, et al.
Udgivet: (2020-01-01)

Unsupervised Generation and Synthesis of Facial Images via an Auto-Encoder-Based Deep Generative Adversarial Network
af: Jeong gi Kwak, et al.
Udgivet: (2020-03-01)

3D Point Cloud Shape Generation with Collaborative Learning of Generative Adversarial Network and Auto-Encoder
af: Dong Yang, et al.
Udgivet: (2024-05-01)

Internal Thread Defect Generation Algorithm and Detection System Based on Generative Adversarial Networks and You Only Look Once
af: Zhihao Jiang, et al.
Udgivet: (2024-08-01)

Unsupervised feature learning-based encoder and adversarial networks
af: Endang Suryawati, et al.
Udgivet: (2021-09-01)

Targeted Speech Adversarial Example Generation With Generative Adversarial Network
af: Donghua Wang, et al.
Udgivet: (2020-01-01)

Auto-Encoding Generative Adversarial Networks towards Mode Collapse Reduction and Feature Representation Enhancement
af: Yang Zou, et al.
Udgivet: (2023-12-01)

Deep convolutional generative adversarial networks for traffic data imputation encoding time series as images
af: Tongge Huang, et al.
Udgivet: (2023-03-01)

Self-Attention-Based Conditional Variational Auto-Encoder Generative Adversarial Networks for Hyperspectral Classification
af: Zhitao Chen, et al.
Udgivet: (2021-08-01)

Pylon model for semantic segmentation
af: Lempitsky, V, et al.
Udgivet: (2012)

Generating mobility networks with generative adversarial networks
af: Giovanni Mauro, et al.
Udgivet: (2022-12-01)

Structural Adversarial Variational Auto-Encoder for Attributed Network Embedding
af: Junjian Zhan, et al.
Udgivet: (2021-03-01)

ARGAN: Adversarially Robust Generative Adversarial Networks for Deep Neural Networks Against Adversarial Examples
af: Seok-Hwan Choi, et al.
Udgivet: (2022-01-01)

Graph generative adversarial network
af: Tjeng, Stefan Setyadi
Udgivet: (2018)

Advances in generative adversarial network
af: Wanliang WANG, et al.
Udgivet: (2018-02-01)

Survey of generative adversarial network
af: Zhenglong WANG, et al.
Udgivet: (2021-08-01)

Advances in generative adversarial network
af: Wanliang WANG, et al.
Udgivet: (2018-02-01)

Constrained Generative Adversarial Networks
af: Xiaopeng Chao, et al.
Udgivet: (2021-01-01)

Controllable Generative Adversarial Network
af: Minhyeok Lee, et al.
Udgivet: (2019-01-01)

Survey of generative adversarial network
af: WANG Zhenglong, et al.
Udgivet: (2021-08-01)

Image generations techniques using Generative adversarial networks
af: А. Ivanov, et al.
Udgivet: (2023-05-01)

Multi-agent diverse generative adversarial networks
af: Ghosh, A, et al.
Udgivet: (2018)

Semantics-Guided Hierarchical Feature Encoding Generative Adversarial Network for Visual Image Reconstruction From Brain Activity
af: Lu Meng, et al.
Udgivet: (2024-01-01)

Adversarial Partial Discharge Signal Reconstruction and Denoising With an Encoder-Decoder Network
af: Keyvan Firuzi
Udgivet: (2024-01-01)

Generating human faces by generative adversarial networks
af: Quek, Chin Wei
Udgivet: (2020)

Generating human faces by generative adversarial network
af: Tao, Weijing
Udgivet: (2021)

Generating human faces by generative adversarial networks
af: S Sri Kalki
Udgivet: (2022)

Music generation with generative adversarial network (GAN)
af: Tan, Yi Zhuang
Udgivet: (2021)