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...

Mô tả đầy đủ

Chi tiết về thư mục
Những tác giả chính:	Ulyanov, D, Vedaldi, A, Lempitsky, V
Định dạng:	Conference item
Được phát hành:	Association for the Advancement of Artificial Intelligence 2018

Những quyển sách tương tự

Improved texture networks: Maximizing quality and diversity in feed-forward stylization and texture synthesis
Bằng: Ulyanov, D, et al.
Được phát hành: (2017)

Texture networks: Feed-forward synthesis of textures and stylized images
Bằng: Ulyanov, D, et al.
Được phát hành: (2016)

Deep image prior
Bằng: Ulyanov, D, et al.
Được phát hành: (2018)

Deep image prior
Bằng: Ulyanov, D, et al.
Được phát hành: (2020)

The devil is in the details: an evaluation of recent feature encoding methods
Bằng: Chatfield, K, et al.
Được phát hành: (2011)

Generating adversarial examples with only one image
Bằng: Luo, Jinqi
Được phát hành: (2021)

Throwaway Shadows Using Parallel Encoders Generative Adversarial Network
Bằng: Kamran Javed, et al.
Được phát hành: (2022-01-01)

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

Multi-View Transformation via Mutual-Encoding InfoGenerative Adversarial Networks
Bằng: Liang Sun, et al.
Được phát hành: (2018-01-01)

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

Exploring generative adversarial networks and adversarial training
Bằng: Afia Sajeeda, et al.
Được phát hành: (2022-06-01)

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

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

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

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

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

Unsupervised feature learning-based encoder and adversarial networks
Bằng: Endang Suryawati, et al.
Được phát hành: (2021-09-01)

Targeted Speech Adversarial Example Generation With Generative Adversarial Network
Bằng: Donghua Wang, et al.
Được phát hành: (2020-01-01)

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

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

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

Pylon model for semantic segmentation
Bằng: Lempitsky, V, et al.
Được phát hành: (2012)

Generating mobility networks with generative adversarial networks
Bằng: Giovanni Mauro, et al.
Được phát hành: (2022-12-01)

Structural Adversarial Variational Auto-Encoder for Attributed Network Embedding
Bằng: Junjian Zhan, et al.
Được phát hành: (2021-03-01)

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

Graph generative adversarial network
Bằng: Tjeng, Stefan Setyadi
Được phát hành: (2018)

Advances in generative adversarial network
Bằng: Wanliang WANG, et al.
Được phát hành: (2018-02-01)

Survey of generative adversarial network
Bằng: Zhenglong WANG, et al.
Được phát hành: (2021-08-01)

Advances in generative adversarial network
Bằng: Wanliang WANG, et al.
Được phát hành: (2018-02-01)

Constrained Generative Adversarial Networks
Bằng: Xiaopeng Chao, et al.
Được phát hành: (2021-01-01)

Controllable Generative Adversarial Network
Bằng: Minhyeok Lee, et al.
Được phát hành: (2019-01-01)

Survey of generative adversarial network
Bằng: WANG Zhenglong, et al.
Được phát hành: (2021-08-01)

Image generations techniques using Generative adversarial networks
Bằng: А. Ivanov, et al.
Được phát hành: (2023-05-01)

Multi-agent diverse generative adversarial networks
Bằng: Ghosh, A, et al.
Được phát hành: (2018)

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

Adversarial Partial Discharge Signal Reconstruction and Denoising With an Encoder-Decoder Network
Bằng: Keyvan Firuzi
Được phát hành: (2024-01-01)

Generating human faces by generative adversarial networks
Bằng: Quek, Chin Wei
Được phát hành: (2020)

Generating human faces by generative adversarial network
Bằng: Tao, Weijing
Được phát hành: (2021)

Generating human faces by generative adversarial networks
Bằng: S Sri Kalki
Được phát hành: (2022)

Music generation with generative adversarial network (GAN)
Bằng: Tan, Yi Zhuang
Được phát hành: (2021)