Using latent space regression to analyze and leverage compositionality in GANs

18 March 2021

Papers citing "Using latent space regression to analyze and leverage compositionality in GANs"

50 / 53 papers shown

Title
Gradient-free Decoder Inversion in Latent Diffusion Models Seongmin Hong Suh Yoon Jeon Kyeonghyun Lee Ernest K. Ryu S. Chun 24 0 0 27 Sep 2024
Hierarchical Features Matter: A Deep Exploration of Progressive Parameterization Method for Dataset Distillation Xinhao Zhong Hao Fang Bin Chen Xulin Gu Tao Dai Meikang Qiu Shu-Tao Xia DD 33 0 0 09 Jun 2024
ReasonPix2Pix: Instruction Reasoning Dataset for Advanced Image Editing Ying Jin Pengyang Ling Xiao-wen Dong Pan Zhang Jiaqi Wang Dahua Lin 24 2 0 18 May 2024
Fashion Style Editing with Generative Human Prior Chaerin Kong Seungyong Lee Soohyeok Im Wonsuk Yang 41 0 0 02 Apr 2024
Magic Fixup: Streamlining Photo Editing by Watching Dynamic Videos Hadi Alzayer Zhihao Xia Xuaner Zhang Eli Shechtman Jia-Bin Huang Michael Gharbi DiffM VGen 19 17 0 19 Mar 2024
Counterfactual Image Editing Yushu Pan Elias Bareinboim BDL CML 25 5 0 07 Feb 2024
Exploring Attribute Variations in Style-based GANs using Diffusion Models Rishubh Parihar Prasanna Balaji Raghav Magazine Sarthak Vora Tejan Karmali Varun Jampani R. V. Babu DiffM 25 1 0 27 Nov 2023
Instruct2Attack: Language-Guided Semantic Adversarial Attacks Jiang-Long Liu Chen Wei Yuxiang Guo Heng Yu Alan L. Yuille S. Feizi Chun Pong Lau Rama Chellappa DiffM AAML 22 5 0 27 Nov 2023
Leveraging Hierarchical Feature Sharing for Efficient Dataset Condensation Haizhong Zheng Jiachen Sun Shutong Wu B. Kailkhura Zhuoqing Mao Chaowei Xiao Atul Prakash DD 16 2 0 11 Oct 2023
Perceptual Artifacts Localization for Image Synthesis Tasks Lingzhi Zhang Zhengjie Xu Connelly Barnes Yuqian Zhou Qing Liu He Zhang Sohrab Amirghodsi Zhe-nan Lin Eli Shechtman Jianbo Shi DiffM 19 21 0 09 Oct 2023
Effective Real Image Editing with Accelerated Iterative Diffusion Inversion Zhihong Pan Riccardo Gherardi Xiufeng Xie Stephen Huang DiffM 10 50 0 10 Sep 2023
StyleInV: A Temporal Style Modulated Inversion Network for Unconditional Video Generation Yuhan Wang Liming Jiang Chen Change Loy VGen 27 14 0 31 Aug 2023
Example-Based Framework for Perceptually Guided Audio Texture Generation Purnima Kamath Chitralekha Gupta L. Wyse Suranga Nanayakkara 11 4 0 23 Aug 2023
Diffusion Self-Guidance for Controllable Image Generation Dave Epstein Allan Jabri Ben Poole Alexei A. Efros Aleksander Holynski 11 243 0 01 Jun 2023
JoIN: Joint GANs Inversion for Intrinsic Image Decomposition Viraj Shah Svetlana Lazebnik Julien Philip GAN 28 2 0 18 May 2023
Generalizing Dataset Distillation via Deep Generative Prior George Cazenavette Tongzhou Wang Antonio Torralba Alexei A. Efros Jun-Yan Zhu DD 91 84 0 02 May 2023
Make It So: Steering StyleGAN for Any Image Inversion and Editing Anand Bhattad Viraj Shah Derek Hoiem David A. Forsyth DiffM 27 9 0 27 Apr 2023
Controllable Image Generation via Collage Representations Arantxa Casanova Marlene Careil Adriana Romero Soriano Christopher Pal Jakob Verbeek M. Drozdzal DiffM 32 7 0 26 Apr 2023
Picture that Sketch: Photorealistic Image Generation from Abstract Sketches Subhadeep Koley A. Bhunia Aneeshan Sain Pinaki Nath Chowdhury Tao Xiang Yi-Zhe Song 3DH 19 31 0 20 Mar 2023
Counterfactual Edits for Generative Evaluation Maria Lymperaiou Giorgos Filandrianos Konstantinos Thomas Giorgos Stamou EGVM 11 0 0 02 Mar 2023
3D-aware Blending with Generative NeRFs Hyunsung Kim Gayoung Lee Yunjey Choi Jin-Hwa Kim Jun-Yan Zhu 24 13 0 13 Feb 2023
In-N-Out: Faithful 3D GAN Inversion with Volumetric Decomposition for Face Editing Yiran Xu Zhixin Shu Cameron Smith Seoung Wug Oh Jia-Bin Huang 3DH CVBM 31 3 0 09 Feb 2023
Texture Representation via Analysis and Synthesis with Generative Adversarial Networks Jue-Wen Lin Gaurav Sharma T. Pappas GAN 19 2 0 20 Dec 2022
Fake it till you make it: Learning transferable representations from synthetic ImageNet clones Mert Bulent Sariyildiz Alahari Karteek Diane Larlus Yannis Kalantidis DiffM VLM 20 152 0 16 Dec 2022
Deep Composite Face Image Attacks: Generation, Vulnerability and Detection Jag Mohan Singh Raghavendra Ramachandra AAML CVBM 13 10 0 20 Nov 2022
InstructPix2Pix: Learning to Follow Image Editing Instructions Tim Brooks Aleksander Holynski Alexei A. Efros DiffM 28 1,670 0 17 Nov 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 20 1 0 21 Jul 2022
Everything is There in Latent Space: Attribute Editing and Attribute Style Manipulation by StyleGAN Latent Space Exploration Rishubh Parihar Ankit Dhiman Tejan Karmali R. Venkatesh Babu 21 22 0 20 Jul 2022
Cycle Encoding of a StyleGAN Encoder for Improved Reconstruction and Editability Xudong Mao Liujuan Cao Aurele Tohokantche Gnanha Zhenguo Yang Qing Li Rongrong Ji 43 8 0 19 Jul 2022
Editing Out-of-domain GAN Inversion via Differential Activations Haorui Song Yong Du Tianyi Xiang Junyu Dong Jing Qin Shengfeng He DiffM 13 16 0 17 Jul 2022
Temporally Consistent Semantic Video Editing Yiran Xu Badour Albahar Jia-Bin Huang 20 28 0 21 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 11 50 0 16 Jun 2022
BlobGAN: Spatially Disentangled Scene Representations Dave Epstein Taesung Park Richard Y. Zhang Eli Shechtman Alexei A. Efros GAN SSL OCL 22 42 0 05 May 2022
End-to-End Visual Editing with a Generatively Pre-Trained Artist A. Brown Cheng-Yang Fu Omkar M. Parkhi Tamara L. Berg Andrea Vedaldi DiffM 19 8 0 03 May 2022
Guided Co-Modulated GAN for 360° Field of View Extrapolation Mohammad Reza Karimi Dastjerdi Yannick Hold-Geoffroy Jonathan Eisenmann Siavash Khodadadeh Jean-François Lalonde 17 22 0 15 Apr 2022
State-of-the-Art in the Architecture, Methods and Applications of StyleGAN Amit H. Bermano Rinon Gal Yuval Alaluf Ron Mokady Yotam Nitzan Omer Tov Or Patashnik Daniel Cohen-Or 22 79 0 28 Feb 2022
Near Perfect GAN Inversion Qianli Feng Viraj Shah Raghudeep Gadde Pietro Perona Aleix M. Martinez GAN 19 18 0 23 Feb 2022
Disentanglement and Generalization Under Correlation Shifts Christina M. Funke Paul Vicol Kuan-Chieh Jackson Wang Matthias Kümmerer R. Zemel Matthias Bethge OOD 15 7 0 29 Dec 2021
Hallucinating Pose-Compatible Scenes Tim Brooks Alexei A. Efros 3DH 31 14 0 13 Dec 2021
EdiBERT, a generative model for image editing Thibaut Issenhuth Ugo Tanielian Jérémie Mary David Picard DiffM 8 12 0 30 Nov 2021
MixSyn: Learning Composition and Style for Multi-Source Image Synthesis Ilke Demir U. Ciftci DiffM 18 3 0 24 Nov 2021
Optimizing Latent Space Directions For GAN-based Local Image Editing Ehsan Pajouheshgar Tong Zhang Sabine Süsstrunk GAN 19 12 0 24 Nov 2021
Compositional Transformers for Scene Generation Drew A. Hudson C. L. Zitnick ViT 31 34 0 17 Nov 2021
Illiterate DALL-E Learns to Compose Gautam Singh Fei Deng Sungjin Ahn CoGe OCL 22 131 0 17 Oct 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
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
Perceptually Validated Precise Local Editing for Facial Action Units with StyleGAN Alara Zindanciouglu T. Metin Sezgin CVBM 11 2 0 26 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
Ensembling with Deep Generative Views Lucy Chai Jun-Yan Zhu Eli Shechtman Phillip Isola Richard Y. Zhang GAN 17 69 0 29 Apr 2021
Towards Open-World Text-Guided Face Image Generation and Manipulation Weihao Xia Yujiu Yang Jing-Hao Xue Baoyuan Wu DiffM 22 38 0 18 Apr 2021