GANSpace: Discovering Interpretable GAN Controls

6 April 2020

Papers citing "GANSpace: Discovering Interpretable GAN Controls"

50 / 578 papers shown

Title
Investigating Conversion from Mild Cognitive Impairment to Alzheimer's Disease using Latent Space Manipulation Deniz Sezin Ayvaz Inci M. Baytas 6 4 0 16 Nov 2021
Delta-GAN-Encoder: Encoding Semantic Changes for Explicit Image Editing, using Few Synthetic Samples Nir Diamant Nitsan Sandor A. Bronstein GAN 28 0 0 16 Nov 2021
Closed-Loop Data Transcription to an LDR via Minimaxing Rate Reduction Xili Dai Shengbang Tong Mingyang Li Ziyang Wu Michael Psenka ... Pengyuan Zhai Yaodong Yu Xiaojun Yuan Harry Shum Yi-An Ma 15 30 0 12 Nov 2021
Tensor-based Subspace Factorization for StyleGAN René Haas Stella Grasshof Sami S. Brandt CVBM 19 4 0 08 Nov 2021
EditGAN: High-Precision Semantic Image Editing Huan Ling Karsten Kreis Daiqing Li Seung Wook Kim Antonio Torralba Sanja Fidler DiffM GAN 11 200 0 04 Nov 2021
StyleGAN of All Trades: Image Manipulation with Only Pretrained StyleGAN Min Jin Chong Hsin-Ying Lee David A. Forsyth 28 25 0 02 Nov 2021
MOST-GAN: 3D Morphable StyleGAN for Disentangled Face Image Manipulation Safa C. Medin Bernhard Egger A. Cherian Ye Wang J. Tenenbaum Xiaoming Liu Tim K. Marks 3DH CVBM 8 32 0 01 Nov 2021
Multi-Attribute Balanced Sampling for Disentangled GAN Controls Perla Doubinsky Nicolas Audebert M. Crucianu Hervé Le Borgne DRL 17 7 0 28 Oct 2021
Image-Based CLIP-Guided Essence Transfer Hila Chefer Sagie Benaim Roni Paiss Lior Wolf CLIP 21 50 0 24 Oct 2021
StyleAlign: Analysis and Applications of Aligned StyleGAN Models Zongze Wu Yotam Nitzan Eli Shechtman Dani Lischinski 16 56 0 21 Oct 2021
Controllable and Compositional Generation with Latent-Space Energy-Based Models Weili Nie Arash Vahdat Anima Anandkumar 17 77 0 21 Oct 2021
Fine-Grained Control of Artistic Styles in Image Generation Xin Miao Huayan Wang Jun Fu Jiayi Liu Shen Wang Zhenyu Liao GAN 14 1 0 19 Oct 2021
CIPS-3D: A 3D-Aware Generator of GANs Based on Conditionally-Independent Pixel Synthesis Peng Zhou Lingxi Xie Bingbing Ni Qi Tian 16 174 0 19 Oct 2021
Improving Robustness using Generated Data Sven Gowal Sylvestre-Alvise Rebuffi Olivia Wiles Florian Stimberg D. A. Calian Timothy A. Mann 11 292 0 18 Oct 2021
StyleNeRF: A Style-based 3D-Aware Generator for High-resolution Image Synthesis Jiatao Gu Lingjie Liu Peng Wang Christian Theobalt VGen 12 553 0 18 Oct 2021
Mind the Gap: Domain Gap Control for Single Shot Domain Adaptation for Generative Adversarial Networks Peihao Zhu Rameen Abdal John C. Femiani Peter Wonka GAN 138 80 0 15 Oct 2021
Bag-of-Vectors Autoencoders for Unsupervised Conditional Text Generation Florian Mai James Henderson 6 2 0 13 Oct 2021
Toward a Visual Concept Vocabulary for GAN Latent Space Sarah Schwettmann Evan Hernandez David Bau Samuel J. Klein Jacob Andreas Antonio Torralba 20 15 0 08 Oct 2021
Style Equalization: Unsupervised Learning of Controllable Generative Sequence Models Jen-Hao Rick Chang A. Shrivastava H. Koppula Xiaoshuai Zhang Oncel Tuzel DiffM 46 16 0 06 Oct 2021
WarpedGANSpace: Finding non-linear RBF paths in GAN latent space Christos Tzelepis Georgios Tzimiropoulos Ioannis Patras 74 62 0 27 Sep 2021
ISF-GAN: An Implicit Style Function for High-Resolution Image-to-Image Translation Yahui Liu Yajing Chen Linchao Bao N. Sebe Bruno Lepri Marco De Nadai 30 12 0 26 Sep 2021
DyStyle: Dynamic Neural Network for Multi-Attribute-Conditioned Style Editing Bingchuan Li Shaofei Cai Wei Liu Peng Zhang Qian He Miao Hua Zili Yi 38 11 0 22 Sep 2021
FreeStyleGAN: Free-view Editable Portrait Rendering with the Camera Manifold Thomas Leimkuhler G. Drettakis CVBM 3DH 81 11 0 20 Sep 2021
PluGeN: Multi-Label Conditional Generation From Pre-Trained Models Maciej Wołczyk Magdalena Proszewska Lukasz Maziarka Maciej Ziȩba Patryk Wielopolski Rafał Kurczab Marek Śmieja DRL 19 5 0 18 Sep 2021
High-Fidelity GAN Inversion for Image Attribute Editing Tengfei Wang Yong Zhang Yanbo Fan Jue Wang Qifeng Chen DiffM 197 246 0 14 Sep 2021
Pose with Style: Detail-Preserving Pose-Guided Image Synthesis with Conditional StyleGAN Badour Albahar Jingwan Lu Jimei Yang Zhixin Shu Eli Shechtman Jia-Bin Huang 3DH 25 81 0 13 Sep 2021
Talk-to-Edit: Fine-Grained Facial Editing via Dialog Yuming Jiang Ziqi Huang Xingang Pan Chen Change Loy Ziwei Liu DiffM 107 125 0 09 Sep 2021
FaceCook: Face Generation Based on Linear Scaling Factors Tianren Wang Can Peng Teng Zhang Brian C. Lovell DiffM CVBM 8 0 0 08 Sep 2021
Diverse Similarity Encoder for Deep GAN Inversion Cheng Yu Wenmin Wang DRL 26 2 0 23 Aug 2021
GAN Inversion for Out-of-Range Images with Geometric Transformations Kyoungkook Kang S. Kim Sunghyun Cho 11 72 0 20 Aug 2021
Controlled GAN-Based Creature Synthesis via a Challenging Game Art Dataset -- Addressing the Noise-Latent Trade-Off Vaibhav Vavilala David A. Forsyth 6 3 0 19 Aug 2021
Towards Vivid and Diverse Image Colorization with Generative Color Prior Yanze Wu Xintao Wang Yu Li Honglun Zhang Xun Zhao Ying Shan GAN 17 101 0 19 Aug 2021
Towards Controllable and Photorealistic Region-wise Image Manipulation Ansheng You Chenglin Zhou Qixuan Zhang Lan Xu DiffM 8 2 0 19 Aug 2021
Orthogonal Jacobian Regularization for Unsupervised Disentanglement in Image Generation Yuxiang Wei Yupeng Shi Xiao-Chang Liu Zhilong Ji Yuan Gao Zhongqin Wu W. Zuo 12 55 0 17 Aug 2021
Interpreting Generative Adversarial Networks for Interactive Image Generation Bolei Zhou GAN 17 6 0 10 Aug 2021
ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models Jooyoung Choi Sungwon Kim Yonghyun Jeong Youngjune Gwon Sungroh Yoon DiffM 8 692 0 06 Aug 2021
Sketch Your Own GAN Sheng-Yu Wang David Bau Jun-Yan Zhu GAN 14 69 0 05 Aug 2021
SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations Chenlin Meng Yutong He Yang Song Jiaming Song Jiajun Wu Jun-Yan Zhu Stefano Ermon DiffM 26 1,409 0 02 Aug 2021
StyleGAN-NADA: CLIP-Guided Domain Adaptation of Image Generators Rinon Gal Or Patashnik Haggai Maron Gal Chechik Daniel Cohen-Or CLIP VLM 22 219 0 02 Aug 2021
LARGE: Latent-Based Regression through GAN Semantics Yotam Nitzan Rinon Gal Ofir Brenner Daniel Cohen-Or GAN 24 26 0 22 Jul 2021
Solving inverse problems with deep neural networks driven by sparse signal decomposition in a physics-based dictionary Gaëtan Rensonnet Louise Adam Benoit Macq MedIm 32 6 0 16 Jul 2021
StyleFusion: A Generative Model for Disentangling Spatial Segments Omer Kafri Or Patashnik Yuval Alaluf Daniel Cohen-Or 19 37 0 15 Jul 2021
StyleVideoGAN: A Temporal Generative Model using a Pretrained StyleGAN Gereon Fox A. Tewari Mohamed A. Elgharib Christian Theobalt 163 51 0 15 Jul 2021
Retrieve in Style: Unsupervised Facial Feature Transfer and Retrieval Min Jin Chong Wen-Sheng Chu Abhishek Kumar David A. Forsyth CVBM 39 27 0 13 Jul 2021
Alias-Free Generative Adversarial Networks Tero Karras M. Aittala S. Laine Erik Härkönen Janne Hellsten J. Lehtinen Timo Aila GAN 40 1,556 0 23 Jun 2021
A Latent Transformer for Disentangled Face Editing in Images and Videos Xu Yao A. Newson Y. Gousseau Pierre Hellier CVBM 21 84 0 22 Jun 2021
CRASH: Raw Audio Score-based Generative Modeling for Controllable High-resolution Drum Sound Synthesis Simon Rouard Gaëtan Hadjeres DiffM 19 42 0 14 Jun 2021
Do Not Escape From the Manifold: Discovering the Local Coordinates on the Latent Space of GANs Jaewoong Choi Junho Lee Changyeon Yoon J. Park Geonho Hwang Myung-joo Kang 16 26 0 13 Jun 2021
Pivotal Tuning for Latent-based Editing of Real Images Daniel Roich Ron Mokady Amit H. Bermano Daniel Cohen-Or DiffM 17 522 0 10 Jun 2021
Generative Models as a Data Source for Multiview Representation Learning Ali Jahanian Xavier Puig Yonglong Tian Phillip Isola 14 123 0 09 Jun 2021