FineGAN: Unsupervised Hierarchical Disentanglement for Fine-Grained Object Generation and Discovery

27 November 2018

Papers citing "FineGAN: Unsupervised Hierarchical Disentanglement for Fine-Grained Object Generation and Discovery"

31 / 81 papers shown

Title
Benchmarks, Algorithms, and Metrics for Hierarchical Disentanglement A. Ross Finale Doshi-Velez DRL 14 13 0 09 Feb 2021
Blocked and Hierarchical Disentangled Representation From Information Theory Perspective Ziwen Liu Mingqiang Li Congying Han DRL 11 1 0 21 Jan 2021
Unsupervised Discovery of Disentangled Manifolds in GANs Yu-Ding Lu Hsin-Ying Lee Hung-Yu Tseng Ming-Hsuan Yang GAN DRL 17 8 0 24 Nov 2020
MichiGAN: Multi-Input-Conditioned Hair Image Generation for Portrait Editing Zhentao Tan Menglei Chai Dongdong Chen Jing Liao Qi Chu Lu Yuan Sergey Tulyakov Nenghai Yu 27 41 0 30 Oct 2020
Unsupervised Part Discovery by Unsupervised Disentanglement Sandro Braun Patrick Esser Bjorn Ommer OCL 6 4 0 09 Sep 2020
The Hessian Penalty: A Weak Prior for Unsupervised Disentanglement William S. Peebles John Peebles Jun-Yan Zhu Alexei A. Efros Antonio Torralba 27 114 0 24 Aug 2020
Toward Zero-Shot Unsupervised Image-to-Image Translation Yuanqi Chen Xiaoming Yu Shan Liu Ge Li 14 1 0 28 Jul 2020
Unsupervised Controllable Generation with Self-Training Grigorios G. Chrysos Jean Kossaifi Zhiding Yu Anima Anandkumar GAN 20 4 0 17 Jul 2020
Modeling Artistic Workflows for Image Generation and Editing Hung-Yu Tseng Matthew Fisher Jingwan Lu Yijun Li Vladimir G. Kim Ming-Hsuan Yang DiffM 11 20 0 14 Jul 2020
Swapping Autoencoder for Deep Image Manipulation Taesung Park Jun-Yan Zhu Oliver Wang Jingwan Lu Eli Shechtman Alexei A. Efros Richard Y. Zhang 25 332 0 01 Jul 2020
Convolutional Generation of Textured 3D Meshes Dario Pavllo Graham Spinks Thomas Hofmann Marie-Francine Moens Aurélien Lucchi 19 62 0 13 Jun 2020
Low Distortion Block-Resampling with Spatially Stochastic Networks S. J. Hong Martín Arjovsky Darryl Barnhart Ian Thompson 19 8 0 09 Jun 2020
Instance-aware Image Colorization Jheng-Wei Su Hung-Kuo Chu Jia-Bin Huang 17 200 0 21 May 2020
Disentangled Image Generation Through Structured Noise Injection Yazeed Alharbi Peter Wonka 13 71 0 26 Apr 2020
Evaluation Metrics for Conditional Image Generation Yaniv Benny Tomer Galanti Sagie Benaim Lior Wolf EGVM 6 40 0 26 Apr 2020
GANSpace: Discovering Interpretable GAN Controls Erik Härkönen Aaron Hertzmann J. Lehtinen Sylvain Paris 66 897 0 06 Apr 2020
Object-Centric Image Generation from Layouts Tristan Sylvain Pengchuan Zhang Yoshua Bengio R. Devon Hjelm Shikhar Sharma EGVM OCL 17 100 0 16 Mar 2020
Generating Object Stamps Youssef A. Mejjati Zejiang Shen Michael Snower Aaron Gokaslan Oliver Wang James Tompkin K. Kim DiffM 55 3 0 01 Jan 2020
OneGAN: Simultaneous Unsupervised Learning of Conditional Image Generation, Foreground Segmentation, and Fine-Grained Clustering Yaniv Benny Lior Wolf VLM GAN 16 48 0 31 Dec 2019
G3AN: Disentangling Appearance and Motion for Video Generation Yaohui Wang Piotr Bilinski F. Brémond A. Dantcheva 26 5 0 11 Dec 2019
Controlling Style and Semantics in Weakly-Supervised Image Generation Dario Pavllo Aurélien Lucchi Thomas Hofmann 6 34 0 06 Dec 2019
cFineGAN: Unsupervised multi-conditional fine-grained image generation Gunjan Aggarwal Abhishek Sinha 13 0 0 06 Dec 2019
Hi-CMD: Hierarchical Cross-Modality Disentanglement for Visible-Infrared Person Re-Identification Seokeon Choi Sumin Lee Youngeun Kim Taekyung Kim Changick Kim 24 237 0 03 Dec 2019
MixNMatch: Multifactor Disentanglement and Encoding for Conditional Image Generation Yuheng Li Krishna Kumar Singh Utkarsh Ojha Yong Jae Lee CoGe 17 75 0 26 Nov 2019
Fine-grained Synthesis of Unrestricted Adversarial Examples Omid Poursaeed Tianxing Jiang Yordanos Goshu Harry Yang Serge J. Belongie Ser-Nam Lim AAML 32 13 0 20 Nov 2019
Elastic-InfoGAN: Unsupervised Disentangled Representation Learning in Class-Imbalanced Data Utkarsh Ojha Krishna Kumar Singh Cho-Jui Hsieh Yong Jae Lee DRL 18 3 0 01 Oct 2019
Near-Optimal Glimpse Sequences for Improved Hard Attention Neural Network Training William Harvey Michael Teng Frank D. Wood 18 4 0 13 Jun 2019
Hangul Fonts Dataset: a Hierarchical and Compositional Dataset for Investigating Learned Representations J. Livezey Ahyeon Hwang Jacob Yeung K. Bouchard 28 0 0 23 May 2019
Image Generation from Scene Graphs Justin Johnson Agrim Gupta Li Fei-Fei GNN 223 815 0 04 Apr 2018
Generating Images Part by Part with Composite Generative Adversarial Networks Hanock Kwak Byoung-Tak Zhang GAN 70 40 0 19 Jul 2016
Learning Deep Representations of Fine-grained Visual Descriptions Scott E. Reed Zeynep Akata Bernt Schiele Honglak Lee OCL VLM 170 840 0 17 May 2016