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
Rethinking the editing of generative adversarial networks: a method to estimate editing vectors based on dimension reduction Yu Cao Haoran Jiang Zhenghong Yu Qi Li Xuyang Li GAN 14 0 0 07 Mar 2023
Counterfactual Edits for Generative Evaluation Maria Lymperaiou Giorgos Filandrianos Konstantinos Thomas Giorgos Stamou EGVM 19 0 0 02 Mar 2023
RealFusion: 360° Reconstruction of Any Object from a Single Image Luke Melas-Kyriazi Christian Rupprecht Iro Laina Andrea Vedaldi 95 290 0 21 Feb 2023
Boundary Guided Learning-Free Semantic Control with Diffusion Models Ye Zhu Yuehua Wu Zhiwei Deng Olga Russakovsky Yan Yan DiffM 14 23 0 16 Feb 2023
LinkGAN: Linking GAN Latents to Pixels for Controllable Image Synthesis Jiapeng Zhu Ceyuan Yang Yujun Shen Zifan Shi Bo Dai Deli Zhao Qifeng Chen GAN 11 21 0 11 Jan 2023
Large Scale Qualitative Evaluation of Generative Image Model Outputs Yannick Assogba Adam Pearce Madison Elliott EGVM 33 6 0 11 Jan 2023
LatentSwap3D: Semantic Edits on 3D Image GANs Enis Simsar A. Tonioni Evin Pınar Örnek F. Tombari 39 8 0 02 Dec 2022
QC-StyleGAN -- Quality Controllable Image Generation and Manipulation D. Nguyen Phong Tran The Tan M. Dinh Cuong Pham Anh Tran 37 1 0 02 Dec 2022
Learning Detailed Radiance Manifolds for High-Fidelity and 3D-Consistent Portrait Synthesis from Monocular Image Yu Deng Baoyuan Wang H. Shum 3DH 19 10 0 25 Nov 2022
Face Swapping as A Simple Arithmetic Operation T. Vu K. Do Khang Nguyen Khoat Than PICV CVBM 22 2 0 19 Nov 2022
3D GAN Inversion with Pose Optimization Jaehoon Ko Kyusun Cho Daewon Choi Kwang-seok Ryoo Seung Wook Kim 28 59 0 13 Oct 2022
"Help Me Help the AI": Understanding How Explainability Can Support Human-AI Interaction Sunnie S. Y. Kim E. A. Watkins Olga Russakovsky Ruth C. Fong A. Monroy-Hernández 38 107 0 02 Oct 2022
Generated Faces in the Wild: Quantitative Comparison of Stable Diffusion, Midjourney and DALL-E 2 Ali Borji DiffM 81 120 0 02 Oct 2022
IntereStyle: Encoding an Interest Region for Robust StyleGAN Inversion S. Moon Gyeong-Moon Park 43 9 0 22 Sep 2022
Generative Visual Prompt: Unifying Distributional Control of Pre-Trained Generative Models Chen Henry Wu Saman Motamed Shaunak Srivastava Fernando De la Torre VLM DiffM 16 34 0 14 Sep 2022
Studying Bias in GANs through the Lens of Race V. Maluleke Neerja Thakkar Tim Brooks Ethan Weber Trevor Darrell Alexei A. Efros Angjoo Kanazawa Devin Guillory 38 34 0 06 Sep 2022
Exploring Gradient-based Multi-directional Controls in GANs Zikun Chen R. Jiang Brendan Duke Han Zhao P. Aarabi 13 10 0 01 Sep 2022
Unrestricted Black-box Adversarial Attack Using GAN with Limited Queries Dongbin Na Sangwoo Ji Jong Kim AAML 32 17 0 24 Aug 2022
A Survey on Leveraging Pre-trained Generative Adversarial Networks for Image Editing and Restoration Ming-Yu Liu Yuxiang Wei Xiaohe Wu Wangmeng Zuo Lei Zhang 25 1 0 21 Jul 2022
Monocular 3D Object Reconstruction with GAN Inversion Junzhe Zhang Daxuan Ren Zhongang Cai C. Yeo Bo Dai Chen Change Loy 22 12 0 20 Jul 2022
DCT-Net: Domain-Calibrated Translation for Portrait Stylization Yifang Men Yuan Yao Miaomiao Cui Z. Lian Xuansong Xie DiffM 11 7 0 06 Jul 2022
Video2StyleGAN: Encoding Video in Latent Space for Manipulation Ji-yang Yu Jingen Liu Jing-ling Huang Wei Zhang Tao Mei CVBM 20 0 0 27 Jun 2022
Score-Guided Intermediate Layer Optimization: Fast Langevin Mixing for Inverse Problems Giannis Daras Y. Dagan A. Dimakis C. Daskalakis BDL 31 15 0 18 Jun 2022
Landscape Learning for Neural Network Inversion Ruoshi Liu Chen-Guang Mao Purva Tendulkar Hongya Wang Carl Vondrick 32 8 0 17 Jun 2022
CDNet: Contrastive Disentangled Network for Fine-Grained Image Categorization of Ocular B-Scan Ultrasound Ruilong Dan Yunxiang Li Yijie Wang Gangyong Jia Ruiquan Ge Juan Ye Qun Jin Yaqi Wang 23 8 0 17 Jun 2022
Spatially-Adaptive Multilayer Selection for GAN Inversion and Editing Gaurav Parmar Yijun Li Jingwan Lu Richard Y. Zhang Jun-Yan Zhu Krishna Kumar Singh DiffM 27 50 0 16 Jun 2022
Turning a Curse into a Blessing: Enabling In-Distribution-Data-Free Backdoor Removal via Stabilized Model Inversion Si-An Chen Yi Zeng J. T.Wang Won Park Xun Chen Lingjuan Lyu Zhuoqing Mao R. Jia 6 3 0 14 Jun 2022
Explainable AI for High Energy Physics Mark S. Neubauer Avik Roy 18 10 0 14 Jun 2022
Mildly Conservative Q-Learning for Offline Reinforcement Learning Jiafei Lyu Xiaoteng Ma Xiu Li Zongqing Lu OffRL 29 101 0 09 Jun 2022
BlobGAN: Spatially Disentangled Scene Representations Dave Epstein Taesung Park Richard Y. Zhang Eli Shechtman Alexei A. Efros GAN SSL OCL 32 42 0 05 May 2022
On the Exploitation of Deepfake Model Recognition Luca Guarnera O. Giudice Matthias Niessner S. Battiato 24 19 0 09 Apr 2022
A survey on GANs for computer vision: Recent research, analysis and taxonomy Guillermo Iglesias Edgar Talavera Alberto Díaz-Álvarez EGVM AI4TS 13 58 0 21 Mar 2022
Polarity Sampling: Quality and Diversity Control of Pre-Trained Generative Networks via Singular Values Ahmed Imtiaz Humayun Randall Balestriero Richard Baraniuk 18 31 0 03 Mar 2022
Near Perfect GAN Inversion Qianli Feng Viraj Shah Raghudeep Gadde Pietro Perona Aleix M. Martinez GAN 30 18 0 23 Feb 2022
Overcoming Mode Collapse with Adaptive Multi Adversarial Training K. Mangalam Rohin Garg GAN 21 13 0 29 Dec 2021
CLIP2StyleGAN: Unsupervised Extraction of StyleGAN Edit Directions Rameen Abdal Peihao Zhu John C. Femiani Niloy J. Mitra Peter Wonka CLIP 28 103 0 09 Dec 2021
GAN-Supervised Dense Visual Alignment William S. Peebles Jun-Yan Zhu Richard Y. Zhang Antonio Torralba Alexei A. Efros Eli Shechtman 19 67 0 09 Dec 2021
HIVE: Evaluating the Human Interpretability of Visual Explanations Sunnie S. Y. Kim Nicole Meister V. V. Ramaswamy Ruth C. Fong Olga Russakovsky 66 114 0 06 Dec 2021
LTT-GAN: Looking Through Turbulence by Inverting GANs Kangfu Mei Vishal M. Patel 40 20 0 04 Dec 2021
FuseDream: Training-Free Text-to-Image Generation with Improved CLIP+GAN Space Optimization Xingchao Liu Chengyue Gong Lemeng Wu Shujian Zhang Haoran Su Qiang Liu CLIP 35 89 0 02 Dec 2021
HyperInverter: Improving StyleGAN Inversion via Hypernetwork Tan M. Dinh Anh Tran Rang Nguyen Binh-Son Hua 31 116 0 01 Dec 2021
The Majority Can Help The Minority: Context-rich Minority Oversampling for Long-tailed Classification Seulki Park Youngkyu Hong Byeongho Heo Sangdoo Yun J. Choi 17 146 0 01 Dec 2021
On Predicting Generalization using GANs Yi Zhang Arushi Gupta Nikunj Saunshi Sanjeev Arora AI4CE 15 6 0 28 Nov 2021
EditGAN: High-Precision Semantic Image Editing Huan Ling Karsten Kreis Daiqing Li Seung Wook Kim Antonio Torralba Sanja Fidler DiffM GAN 13 200 0 04 Nov 2021
Gradient Inversion with Generative Image Prior Jinwoo Jeon Jaechang Kim Kangwook Lee Sewoong Oh Jungseul Ok 22 148 0 28 Oct 2021
Self-Validation: Early Stopping for Single-Instance Deep Generative Priors Taihui Li Yen-Jung Chang Hengyue Liang L. Peng Meiping Huang Ju Sun 9 19 0 23 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 143 80 0 15 Oct 2021
Unsupervised Object Learning via Common Fate Matthias Tangemann Steffen Schneider Julius von Kügelgen Francesco Locatello Peter V. Gehler Thomas Brox Matthias Kümmerer Matthias Bethge Bernhard Schölkopf OCL 28 23 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
GenCo: Generative Co-training for Generative Adversarial Networks with Limited Data Kaiwen Cui Jiaxing Huang Zhipeng Luo Gongjie Zhang Fangneng Zhan Shijian Lu 37 34 0 04 Oct 2021