Controllable Image Generation via Collage Representations

26 April 2023

Arantxa Casanova

Marlene Careil

Adriana Romero Soriano

Papers citing "Controllable Image Generation via Collage Representations"

40 / 40 papers shown

Title
BlobGAN: Spatially Disentangled Scene Representations Dave Epstein Taesung Park Richard Y. Zhang Eli Shechtman Alexei A. Efros GAN SSL OCL 85 43 0 05 May 2022
VQGAN-CLIP: Open Domain Image Generation and Editing with Natural Language Guidance Katherine Crowson Stella Biderman Daniel Kornis Dashiell Stander Eric Hallahan Louis Castricato Edward Raff CLIP 125 380 0 18 Apr 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 407 6,866 0 13 Apr 2022
Make-A-Scene: Scene-Based Text-to-Image Generation with Human Priors Oran Gafni Adam Polyak Oron Ashual Shelly Sheynin Devi Parikh Yaniv Taigman DiffM 79 521 0 24 Mar 2022
FlexIT: Towards Flexible Semantic Image Translation Guillaume Couairon Asya Grechka Jakob Verbeek Holger Schwenk Matthieu Cord DiffM 88 36 0 09 Mar 2022
GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models Alex Nichol Prafulla Dhariwal Aditya A. Ramesh Pranav Shyam Pamela Mishkin Bob McGrew Ilya Sutskever Mark Chen 356 3,605 0 20 Dec 2021
EdiBERT, a generative model for image editing Thibaut Issenhuth Ugo Tanielian Jérémie Mary David Picard DiffM 65 12 0 30 Nov 2021
iBOT: Image BERT Pre-Training with Online Tokenizer Jinghao Zhou Chen Wei Huiyu Wang Wei Shen Cihang Xie Alan Yuille Tao Kong 81 735 0 15 Nov 2021
Image Synthesis via Semantic Composition Yi Wang Lu Qi Ying-Cong Chen Xinming Zhang Jiaya Jia 219 63 0 15 Sep 2021
CogView: Mastering Text-to-Image Generation via Transformers Ming Ding Zhuoyi Yang Wenyi Hong Wendi Zheng Chang Zhou ... Junyang Lin Xu Zou Zhou Shao Hongxia Yang Jie Tang ViT VLM 116 781 0 26 May 2021
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 230 7,857 0 11 May 2021
Exploiting Spatial Dimensions of Latent in GAN for Real-time Image Editing Hyunsu Kim Yunjey Choi Junho Kim S. Yoo Youngjung Uh 65 148 0 30 Apr 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 415 4,953 0 24 Feb 2021
You Only Need Adversarial Supervision for Semantic Image Synthesis V. Sushko Edgar Schönfeld Dan Zhang Juergen Gall Bernt Schiele Anna Khoreva GAN 240 189 0 08 Dec 2020
Generating unseen complex scenes: are we there yet? Arantxa Casanova M. Drozdzal Adriana Romero Soriano 46 13 0 07 Dec 2020
Navigating the GAN Parameter Space for Semantic Image Editing A. Cherepkov A. Voynov Artem Babenko GAN 68 65 0 27 Nov 2020
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin OCL SSL 233 4,083 0 17 Jun 2020
Semantic Photo Manipulation with a Generative Image Prior David Bau Hendrik Strobelt William S. Peebles Jonas Wulff Bolei Zhou Jun-Yan Zhu Antonio Torralba GAN 87 353 0 15 May 2020
In-Domain GAN Inversion for Real Image Editing Jiapeng Zhu Yujun Shen Deli Zhao Bolei Zhou DiffM 81 641 0 31 Mar 2020
Object-Centric Image Generation from Layouts Tristan Sylvain Pengchuan Zhang Yoshua Bengio R. Devon Hjelm Shikhar Sharma EGVM OCL 113 102 0 16 Mar 2020
Semantic Pyramid for Image Generation Assaf Shocher Yossi Gandelsman Inbar Mosseri Michal Yarom Michal Irani William T. Freeman Tali Dekel GAN 71 55 0 13 Mar 2020
Learning Canonical Representations for Scene Graph to Image Generation Roei Herzig Amir Bar Huijuan Xu Gal Chechik Trevor Darrell Amir Globerson GNN OCL 66 108 0 16 Dec 2019
ManiGAN: Text-Guided Image Manipulation Bowen Li Xiaojuan Qi Thomas Lukasiewicz Philip Torr EGVM 100 286 0 12 Dec 2019
MixNMatch: Multifactor Disentanglement and Encoding for Conditional Image Generation Yuheng Li Krishna Kumar Singh Utkarsh Ojha Yong Jae Lee CoGe 41 77 0 26 Nov 2019
Image2StyleGAN++: How to Edit the Embedded Images? Rameen Abdal Yipeng Qin Peter Wonka 88 556 0 26 Nov 2019
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis Xihui Liu Guojun Yin Jing Shao Xiaogang Wang Hongsheng Li 82 207 0 15 Oct 2019
Controllable Text-to-Image Generation Bowen Li Xiaojuan Qi Thomas Lukasiewicz Philip Torr GAN 86 356 0 16 Sep 2019
PasteGAN: A Semi-Parametric Method to Generate Image from Scene Graph Yikang Li Tao Ma Yeqi Bai Nan Duan Sining Wei Xiaogang Wang 124 95 0 05 May 2019
Improved Precision and Recall Metric for Assessing Generative Models Tuomas Kynkaanniemi Tero Karras S. Laine J. Lehtinen Timo Aila EGVM 102 862 0 15 Apr 2019
Image2StyleGAN: How to Embed Images Into the StyleGAN Latent Space? Rameen Abdal Yipeng Qin Peter Wonka GAN 104 1,110 0 05 Apr 2019
DM-GAN: Dynamic Memory Generative Adversarial Networks for Text-to-Image Synthesis Minfeng Zhu Pingbo Pan Wei Chen Yi Yang GAN 54 582 0 02 Apr 2019
Semantic Image Synthesis with Spatially-Adaptive Normalization Taesung Park Ming-Yuan Liu Ting-Chun Wang Jun-Yan Zhu 156 2,688 0 18 Mar 2019
FineGAN: Unsupervised Hierarchical Disentanglement for Fine-Grained Object Generation and Discovery Krishna Kumar Singh Utkarsh Ojha Yong Jae Lee OCL 110 132 0 27 Nov 2018
Semi-parametric Image Synthesis Xiaojuan Qi Qifeng Chen Jiaya Jia V. Koltun 49 169 0 29 Apr 2018
Image Generation from Scene Graphs Justin Johnson Agrim Gupta Li Fei-Fei GNN 300 820 0 04 Apr 2018
High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs Ting-Chun Wang Ming-Yuan Liu Jun-Yan Zhu Andrew Tao Jan Kautz Bryan Catanzaro SSeg 174 3,940 0 30 Nov 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 352 27,195 0 20 Mar 2017
Deep Image Matting N. Xu Brian L. Price Scott D. Cohen Thomas Huang 58 451 0 10 Mar 2017
Billion-scale similarity search with GPUs Jeff Johnson Matthijs Douze Hervé Jégou 257 3,723 0 28 Feb 2017
Generative Adversarial Text to Image Synthesis Scott E. Reed Zeynep Akata Xinchen Yan Lajanugen Logeswaran Bernt Schiele Honglak Lee GAN 203 3,146 0 17 May 2016