Seeing What a GAN Cannot Generate

24 October 2019

Jun-Yan Zhu

Antonio Torralba

Papers citing "Seeing What a GAN Cannot Generate"

50 / 173 papers shown

Title
Semi-supervised Conditional GAN for Simultaneous Generation and Detection of Phishing URLs: A Game theoretic Perspective Sharif Amit Kamran S. Sengupta Alireza Tavakkoli GAN AAML 19 6 0 04 Aug 2021
Cycle-Consistent Inverse GAN for Text-to-Image Synthesis Hao Wang Guosheng Lin S. Hoi C. Miao 30 47 0 03 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 1,410 0 02 Aug 2021
Black-Box Diagnosis and Calibration on GAN Intra-Mode Collapse: A Pilot Study Zhenyu Wu Zhaowen Wang Ye Yuan Jianming Zhang Zhangyang Wang Hailin Jin 29 4 0 23 Jul 2021
LARGE: Latent-Based Regression through GAN Semantics Yotam Nitzan Rinon Gal Ofir Brenner Daniel Cohen-Or GAN 27 26 0 22 Jul 2021
Generative Models for Security: Attacks, Defenses, and Opportunities L. A. Bauer Vincent Bindschaedler 23 4 0 21 Jul 2021
D2C: Diffusion-Denoising Models for Few-shot Conditional Generation Abhishek Sinha Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 21 118 0 12 Jun 2021
GAN Cocktail: mixing GANs without dataset access Omri Avrahami Dani Lischinski Ohad Fried DiffM MoMe 18 10 0 07 Jun 2021
Semantic Palette: Guiding Scene Generation with Class Proportions G. L. Moing Tuan-Hung Vu Himalaya Jain P. Pérez Matthieu Cord 19 16 0 03 Jun 2021
Compositional Fine-Grained Low-Shot Learning Dat T. Huynh Ehsan Elhamifar 16 4 0 21 May 2021
Finding an Unsupervised Image Segmenter in Each of Your Deep Generative Models Luke Melas-Kyriazi Christian Rupprecht Iro Laina Andrea Vedaldi OCL 30 53 0 17 May 2021
Inverting Generative Adversarial Renderer for Face Reconstruction Jingtan Piao Keqiang Sun Kwan-Yee Lin Quan Wang Hongshneg Li 3DH CVBM 19 31 0 06 May 2021
MarioNette: Self-Supervised Sprite Learning Dmitriy Smirnov Michael Gharbi Matthew Fisher Vitor Campagnolo Guizilini Alexei A. Efros Justin Solomon SSL OCL 74 37 0 29 Apr 2021
Ensembling with Deep Generative Views Lucy Chai Jun-Yan Zhu Eli Shechtman Phillip Isola Richard Y. Zhang GAN 27 70 0 29 Apr 2021
Unsupervised 3D Shape Completion through GAN Inversion Junzhe Zhang Xinyi Chen Zhongang Cai Liang Pan Haiyu Zhao Shuai Yi C. Yeo Bo Dai Chen Change Loy 3DPC 18 113 0 27 Apr 2021
E2Style: Improve the Efficiency and Effectiveness of StyleGAN Inversion Tianyi Wei Dongdong Chen Wenbo Zhou Jing Liao Weiming Zhang Lu Yuan Gang Hua Nenghai Yu 31 60 0 15 Apr 2021
IMAGINE: Image Synthesis by Image-Guided Model Inversion Pei Wang Yijun Li Krishna Kumar Singh Jingwan Lu Nuno Vasconcelos DiffM 11 29 0 13 Apr 2021
Semantic Segmentation with Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization Daiqing Li Junlin Yang Karsten Kreis Antonio Torralba Sanja Fidler GAN MedIm 19 179 0 12 Apr 2021
Diamond in the rough: Improving image realism by traversing the GAN latent space Jeffrey Wen Fabian Benitez-Quiroz Qianli Feng Aleix M. Martinez 19 3 0 12 Apr 2021
A Shape-Aware Retargeting Approach to Transfer Human Motion and Appearance in Monocular Videos Thiago L. Gomes Renato Martins João Ferreira Rafael Azevedo Guilherme Torres Erickson R. Nascimento 3DH 21 16 0 29 Mar 2021
Defect-GAN: High-Fidelity Defect Synthesis for Automated Defect Inspection Gongjie Zhang Kaiwen Cui Tzu-Yi Hung Shijian Lu 13 110 0 28 Mar 2021
Labels4Free: Unsupervised Segmentation using StyleGAN Rameen Abdal Peihao Zhu Niloy Mitra Peter Wonka 28 82 0 27 Mar 2021
Using latent space regression to analyze and leverage compositionality in GANs Lucy Chai Jonas Wulff Phillip Isola GAN 34 75 0 18 Mar 2021
Perceptual Image Restoration with High-Quality Priori and Degradation Learning Chaoyi Han Yiping Duan Xiaoming Tao Jianhua Lu DiffM 18 0 0 04 Mar 2021
Intermediate Layer Optimization for Inverse Problems using Deep Generative Models Giannis Daras Joseph Dean A. Jalal A. Dimakis DRL 185 83 0 15 Feb 2021
Learning by Watching: Physical Imitation of Manipulation Skills from Human Videos Haoyu Xiong Quanzhou Li Yun-Chun Chen Homanga Bharadhwaj Samarth Sinha Animesh Garg SSL 123 93 0 18 Jan 2021
GAN Inversion: A Survey Weihao Xia Yulun Zhang Yujiu Yang Jing-Hao Xue Bolei Zhou Ming-Hsuan Yang DiffM 63 507 0 14 Jan 2021
Double-Adversarial Activation Anomaly Detection: Adversarial Autoencoders are Anomaly Generators Jan-Philipp Schulze Philip Sperl Konstantin Böttinger 24 4 0 12 Jan 2021
Explaining the Black-box Smoothly- A Counterfactual Approach Junyu Chen Yong Du Yufan He W. Paul Segars Ye Li MedIm FAtt 65 83 0 11 Jan 2021
Model Extraction and Defenses on Generative Adversarial Networks Hailong Hu Jun Pang SILM MIACV 31 14 0 06 Jan 2021
Guiding GANs: How to control non-conditional pre-trained GANs for conditional image generation Manel Mateos Alejandro G. González X. Sevillano GAN AI4CE 14 1 0 04 Jan 2021
Generative Interventions for Causal Learning Chengzhi Mao Augustine Cha Amogh Gupta Hongya Wang Junfeng Yang Carl Vondrick CML OOD 13 63 0 22 Dec 2020
GuidedStyle: Attribute Knowledge Guided Style Manipulation for Semantic Face Editing Xianxu Hou Xiaokang Zhang Linlin Shen Zhihui Lai Jun Wan CVBM GAN 22 73 0 22 Dec 2020
Improved StyleGAN Embedding: Where are the Good Latents? Peihao Zhu Rameen Abdal Yipeng Qin John C. Femiani Peter Wonka 14 116 0 13 Dec 2020
TediGAN: Text-Guided Diverse Face Image Generation and Manipulation Weihao Xia Yujiu Yang Jing-Hao Xue Baoyuan Wu DiffM 40 23 0 06 Dec 2020
Fair Attribute Classification through Latent Space De-biasing V. V. Ramaswamy Sunnie S. Y. Kim Olga Russakovsky 14 161 0 02 Dec 2020
Augmentation-Interpolative AutoEncoders for Unsupervised Few-Shot Image Generation Davis Wertheimer Omid Poursaeed B. Hariharan 20 9 0 25 Nov 2020
Synthesizing Optical and SAR Imagery From Land Cover Maps and Auxiliary Raster Data Gerald Baier Antonin Deschemps M. Schmitt Naoto Yokoya GAN 18 34 0 23 Nov 2020
ACRONYM: A Large-Scale Grasp Dataset Based on Simulation Clemens Eppner Arsalan Mousavian D. Fox 21 206 0 18 Nov 2020
One Model to Reconstruct Them All: A Novel Way to Use the Stochastic Noise in StyleGAN Christian Bartz Joseph Bethge Haojin Yang Christoph Meinel 19 16 0 21 Oct 2020
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 56 6,932 0 06 Oct 2020
Inverse mapping of face GANs N. Bayat Vahid Reza Khazaie Y. Mohsenzadeh GAN CVBM 16 5 0 11 Sep 2020
Neural Crossbreed: Neural Based Image Metamorphosis Sanghun Park Kwanggyoon Seo Jun-yong Noh 14 4 0 02 Sep 2020
Person-in-Context Synthesiswith Compositional Structural Space Weidong Yin Ziwei Liu Leonid Sigal 12 2 0 28 Aug 2020
What makes fake images detectable? Understanding properties that generalize Lucy Chai David Bau Ser-Nam Lim Phillip Isola AAML WIGM 30 300 0 24 Aug 2020
Generative Adversarial Networks for Image and Video Synthesis: Algorithms and Applications Ming-Yu Liu Xun Huang Jiahui Yu Ting-Chun Wang Arun Mallya GAN 28 153 0 06 Aug 2020
MosAIc: Finding Artistic Connections across Culture with Conditional Image Retrieval Mark Hamilton Stephanie Fu Mindren Lu Johnny Bui Darius Bopp ... Margaret Wang Marina Rogers Lei Zhang Chris Hoder William T. Freeman 19 3 0 14 Jul 2020
When and How Can Deep Generative Models be Inverted? Aviad Aberdam Dror Simon Michael Elad 14 13 0 28 Jun 2020
Diverse Image Generation via Self-Conditioned GANs Steven Liu Tongzhou Wang David Bau Jun-Yan Zhu Antonio Torralba SyDa 22 107 0 18 Jun 2020
Learning High-Resolution Domain-Specific Representations with a GAN Generator Danil Galeev Konstantin Sofiiuk D. Rukhovich Mikhail Romanov O. Barinova Anton Konushin GAN 28 15 0 18 Jun 2020