GANSpace: Discovering Interpretable GAN Controls

6 April 2020

Papers citing "GANSpace: Discovering Interpretable GAN Controls"

28 / 578 papers shown

Title
Hijack-GAN: Unintended-Use of Pretrained, Black-Box GANs Hui-Po Wang Ning Yu Mario Fritz 12 30 0 28 Nov 2020
Navigating the GAN Parameter Space for Semantic Image Editing A. Cherepkov A. Voynov Artem Babenko GAN 22 65 0 27 Nov 2020
Enhanced 3DMM Attribute Control via Synthetic Dataset Creation Pipeline Wonwoong Cho Inyeop Lee David Inouye 19 0 0 25 Nov 2020
StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation Zongze Wu Dani Lischinski Eli Shechtman DRL 35 480 0 25 Nov 2020
GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields Michael Niemeyer Andreas Geiger OCL 40 955 0 24 Nov 2020
Style Intervention: How to Achieve Spatial Disentanglement with Style-based Generators? Yunfan Liu Qi Li Zhenan Sun T. Tan 14 19 0 19 Nov 2020
Towards Disentangling Latent Space for Unsupervised Semantic Face Editing Kanglin Liu Gaofeng Cao Fei Zhou Bozhi Liu Jiang Duan Guoping Qiu CVBM 12 21 0 05 Nov 2020
Do 2D GANs Know 3D Shape? Unsupervised 3D shape reconstruction from 2D Image GANs Xingang Pan Bo Dai Ziwei Liu Chen Change Loy Ping Luo 3DH 28 110 0 02 Nov 2020
Few-Shot Adaptation of Generative Adversarial Networks Esther Robb Wen-Sheng Chu Abhishek Kumar Jia-Bin Huang 19 97 0 22 Oct 2020
Image GANs meet Differentiable Rendering for Inverse Graphics and Interpretable 3D Neural Rendering Yuxuan Zhang Wenzheng Chen Huan Ling Jun Gao Yinan Zhang Antonio Torralba Sanja Fidler DRL 98 138 0 18 Oct 2020
MammoGANesis: Controlled Generation of High-Resolution Mammograms for Radiology Education C. Zakka Ghida Saheb Elie Najem G. Berjawi GAN MedIm 15 8 0 11 Oct 2020
PIE: Portrait Image Embedding for Semantic Control A. Tewari Mohamed A. Elgharib Mallikarjun B R Florian Bernard Hans-Peter Seidel P. Pérez Michael Zollhöfer C. Theobalt 17 53 0 20 Sep 2020
DeepFake Detection Based on the Discrepancy Between the Face and its Context Y. Nirkin Lior Wolf Y. Keller Tal Hassner 3DPC CVBM PICV 6 2 0 27 Aug 2020
Gibbs Sampling with People Peter M. C. Harrison Raja Marjieh Federico Adolfi Pol van Rijn Manuel Anglada-Tort O. Tchernichovski P. Larrouy-Maestri Nori Jacoby 18 61 0 06 Aug 2020
StyleFlow: Attribute-conditioned Exploration of StyleGAN-Generated Images using Conditional Continuous Normalizing Flows Rameen Abdal Peihao Zhu Niloy Mitra Peter Wonka 15 525 0 06 Aug 2020
Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation Elad Richardson Yuval Alaluf Or Patashnik Yotam Nitzan Yaniv Azar Stav Shapiro Daniel Cohen-Or 17 1,089 0 03 Aug 2020
Closed-Form Factorization of Latent Semantics in GANs Yujun Shen Bolei Zhou GAN 11 587 0 13 Jul 2020
Neuro-Symbolic Generative Art: A Preliminary Study Gunjan Aggarwal Devi Parikh GAN 6 5 0 04 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 25 331 0 01 Jul 2020
Adversarial Defense by Latent Style Transformations Shuo Wang Surya Nepal A. Abuadbba Carsten Rudolph M. Grobler AAML 17 11 0 17 Jun 2020
Low Distortion Block-Resampling with Spatially Stochastic Networks S. J. Hong Martín Arjovsky Darryl Barnhart Ian Thompson 11 8 0 09 Jun 2020
Network Bending: Expressive Manipulation of Deep Generative Models Terence Broad F. Leymarie M. Grierson AI4CE 8 2 0 25 May 2020
Face Identity Disentanglement via Latent Space Mapping Yotam Nitzan Amit H. Bermano Yangyan Li Daniel Cohen-Or CVBM CoGe DRL 30 16 0 15 May 2020
Transforming and Projecting Images into Class-conditional Generative Networks Minyoung Huh Richard Y. Zhang Jun-Yan Zhu S. Paris Aaron Hertzmann 21 109 0 04 May 2020
Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation Xingang Pan Xiaohang Zhan Bo Dai Dahua Lin Chen Change Loy Ping Luo DiffM 39 359 0 30 Mar 2020
Semi-Supervised StyleGAN for Disentanglement Learning Weili Nie Tero Karras Animesh Garg Shoubhik Debhath Anjul Patney Ankit B. Patel Anima Anandkumar DRL 84 72 0 06 Mar 2020
Unsupervised Discovery, Control, and Disentanglement of Semantic Attributes with Applications to Anomaly Detection William Paul I-J. Wang F. Alajaji Philippe Burlina DiffM DRL 6 6 0 25 Feb 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,320 0 12 Dec 2018