Learning Layout and Style Reconfigurable GANs for Controllable Image Synthesis

25 March 2020

Papers citing "Learning Layout and Style Reconfigurable GANs for Controllable Image Synthesis"

22 / 22 papers shown

Title
Grounding Text-to-Image Diffusion Models for Controlled High-Quality Image Generation Ahmad Süleyman Göksel Biricik 52 2 0 15 Jan 2025
Automatic Controllable Colorization via Imagination Xiaoyan Cong Yue Wu Qifeng Chen Chenyang Lei DiffM 39 5 0 08 Apr 2024
SSMG: Spatial-Semantic Map Guided Diffusion Model for Free-form Layout-to-Image Generation Chengyou Jia Minnan Luo Zhuohang Dang Guangwen Dai Xiaojun Chang Mengmeng Wang Jingdong Wang DiffM 49 13 0 20 Aug 2023
LAW-Diffusion: Complex Scene Generation by Diffusion with Layouts Binbin Yang Yinzheng Luo Ziliang Chen Guangrun Wang Xiaodan Liang Liang Lin DiffM 41 12 0 13 Aug 2023
Controllable Text-to-Image Generation with GPT-4 Tianjun Zhang Yi Zhang Vibhav Vineet Neel Joshi Xin Eric Wang DiffM 30 42 0 29 May 2023
Controllable Image Generation via Collage Representations Arantxa Casanova Marlene Careil Adriana Romero Soriano Christopher Pal Jakob Verbeek M. Drozdzal DiffM 39 7 0 26 Apr 2023
ALR-GAN: Adaptive Layout Refinement for Text-to-Image Synthesis Hongchen Tan Baocai Yin Kun Wei Xiuping Liu Xin Li 29 16 0 13 Apr 2023
Directed Diffusion: Direct Control of Object Placement through Attention Guidance W. Ma J. P. Lewis Avisek Lahiri Thomas Leung W. Kleijn DiffM 16 66 0 25 Feb 2023
GLIGEN: Open-Set Grounded Text-to-Image Generation Yuheng Li Haotian Liu Qingyang Wu Fangzhou Mu Jianwei Yang Jianfeng Gao Chunyuan Li Yong Jae Lee VLM 80 570 1 17 Jan 2023
SpaText: Spatio-Textual Representation for Controllable Image Generation Omri Avrahami Thomas Hayes Oran Gafni Sonal Gupta Yaniv Taigman Devi Parikh Dani Lischinski Ohad Fried Xiaoyue Yin DiffM 40 203 0 25 Nov 2022
Modeling Image Composition for Complex Scene Generation Zuopeng Yang Daqing Liu Chaoyue Wang J. Yang Dacheng Tao ViT 36 50 0 02 Jun 2022
DT2I: Dense Text-to-Image Generation from Region Descriptions Stanislav Frolov Prateek Bansal Jörn Hees Andreas Dengel VLM 27 5 0 05 Apr 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 152 14,738 0 20 Dec 2021
Instance-Conditioned GAN Arantxa Casanova Marlene Careil Jakob Verbeek M. Drozdzal Adriana Romero Soriano GAN 209 134 0 10 Sep 2021
AttrLostGAN: Attribute Controlled Image Synthesis from Reconfigurable Layout and Style Stanislav Frolov Avneesh Sharma Jörn Hees Tushar Karayil Federico Raue Andreas Dengel 26 15 0 25 Mar 2021
Deep Consensus Learning Wei Sun Tianfu Wu 32 2 0 15 Mar 2021
Adversarial Text-to-Image Synthesis: A Review Stanislav Frolov Tobias Hinz Federico Raue Jörn Hees Andreas Dengel EGVM 27 175 0 25 Jan 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 309 10,391 0 12 Dec 2018
Image Generation from Scene Graphs Justin Johnson Agrim Gupta Li Fei-Fei GNN 223 815 0 04 Apr 2018
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 250 3,192 0 30 Oct 2016
A Learned Representation For Artistic Style Vincent Dumoulin Jonathon Shlens M. Kudlur GAN 214 1,156 0 24 Oct 2016
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 272 2,553 0 25 Jan 2016