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Despite recent impressive results on single-object and single-domain image generation, the generation of complex scenes with multiple objects remains challenging.
Scene graph generation with external knowledge and image reconstruction
Gu, J.; Zhao, H.; Lin, Z.; Li, S.; Cai, J.; and Ling, M. 2019 · 1978
Earlier work this paper cites.
Learning task-dependent distributed representations by backpropagation through structure
Goller, C.; and Kuchler, A. 1996 · 1996
Earlier work this paper cites.
Learning Layout and Style Reconfigurable GANs for Controllable Image Synthesis
Sun, W.; and Wu, T. 2020 · 2003
Earlier work this paper cites.
Zero-Shot Learning from scratch (ZFS): leveraging local compositional representations
Sylvain, T.; Petrini, L.; and Hjelm, R. D. 2020b · 2010
Earlier work this paper cites.
Learning deep structured semantic models for web search using clickthrough data
Huang, P.-S.; He, X.; Gao, J.; Deng, L.; Acero, A.; and Heck, L. 2013 · 2013
Earlier work this paper cites.
Generative Adversarial Nets
Goodfellow, I.; Pouget-Abadie, J.; Mirza, M.; Xu, B.; Warde-Farley, D.; Ozair, S.; Courville, A.; and Bengio, Y. 2014 · 2014
Earlier work this paper cites.
Microsoft COCO: Common Objects in Context”
Lin, T.-Y.; Maire, M.; Belongie, S.; Hays, J.; Perona, P.; Ramanan, D.; Dollár, P.; and Zitnick, C. L. 2014 · 2014
Earlier work this paper cites.
From captions to visual concepts and back
Fang, H.; Gupta, S.; Iandola, F.; Srivastava, R. K.; Deng, L.; Dollár, P.; Gao, J.; He, X.; Mitchell, M.; Platt, J. C.; et al. 2015 · 2015
Earlier work this paper cites.
Batch normalization: Accelerating deep network training by reducing internal covariate shift
Ioffe, S.; and Szegedy, C. 2015 · 2015
Earlier work this paper cites.
Image retrieval using scene graphs
Johnson, J.; Krishna, R.; Stark, M.; Li, L.-J.; Shamma, D.; Bernstein, M.; and Fei-Fei, L. 2015 · 2015
Earlier work this paper cites.
Adam: A method for stochastic optimization
Kingma, D. P.; and Ba, J. 2015 · 2015
Earlier work this paper cites.
Generating semantically precise scene graphs from textual descriptions for improved image retrieval
Schuster, S.; Krishna, R.; Chang, A.; Fei-Fei, L.; and Manning, C. D. 2015 · 2015
Earlier work this paper cites.
Very deep convolutional networks for large-scale image recognition
Simonyan, K.; and Zisserman, A. 2015 · 2015
Earlier work this paper cites.
Spice: Semantic propositional image caption evaluation
Anderson, P.; Fernando, B.; Johnson, M.; and Gould, S. 2016 · 2016
Earlier work this paper cites.
Generating images with perceptual similarity metrics based on deep networks
Dosovitskiy, A.; and Brox, T. 2016 · 2016
Earlier work this paper cites.
Image style transfer using convolutional neural networks
Gatys, L. A.; Ecker, A. S.; and Bethge, M. 2016 · 2016
Earlier work this paper cites.
Deep residual learning for image recognition
He, K.; Zhang, X.; Ren, S.; and Sun, J. 2016 · 2016
Earlier work this paper cites.
Perceptual losses for real-time style transfer and super-resolution
Johnson, J.; Alahi, A.; and Fei-Fei, L. 2016 · 2016
Earlier work this paper cites.
Visual relationship detection with language priors
Lu, C.; Krishna, R.; Bernstein, M.; and Fei-Fei, L. 2016 · 2016
Earlier work this paper cites.
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
Radford, A.; Metz, L.; and Chintala, S. 2016 · 2016
Earlier work this paper cites.
Generative Adversarial Text to Image Synthesis
Reed, S.; Akata, Z.; Yan, X.; Logeswaran, L.; Schiele, B.; and Lee, H. 2016 · 2016
Cited alongside, same era.
Improved techniques for training gans
Salimans, T.; Goodfellow, I.; Zaremba, W.; Cheung, V.; Radford, A.; and Chen, X. 2016 · 2016
Cited alongside, same era.
Rethinking the inception architecture for computer vision
Szegedy, C.; Vanhoucke, V.; Ioffe, S.; Shlens, J.; and Wojna, Z. 2016 · 2016
Cited alongside, same era.
Instance normalization: The missing ingredient for fast stylization
Ulyanov, D.; Vedaldi, A.; and Lempitsky, V. 2016 · 2016
Cited alongside, same era.
Modulating early visual processing by language
De Vries, H.; Strub, F.; Mary, J.; Larochelle, H.; Pietquin, O.; and Courville, A. C. 2017 · 2017
Cited alongside, same era.
Improved Training of Wasserstein GANs
Gulrajani, I.; Ahmed, F.; Arjovsky, M.; Dumoulin, V.; and Courville, A. C. 2017 · 2017
Exemplar guided unsupervised image-to-image translation with semantic consistency
Ma, L.; Jia, X.; Georgoulis, S.; Tuytelaars, T.; and Van Gool, L. 2018 · 2018
Later among the works it cites.
Spectral Normalization for Generative Adversarial Networks
Miyato, T.; Kataoka, T.; Koyama, M.; and Yoshida, Y. 2018 · 2018
Later among the works it cites.
cGANs with Projection Discriminator
Miyato, T.; and Koyama, M. 2018 · 2018
Later among the works it cites.
Semi-parametric image synthesis
Qi, X.; Chen, Q.; Jia, J.; and Koltun, V. 2018 · 2018
Later among the works it cites.
Semantic image retrieval via active grounding of visual situations
Quinn, M. H.; Conser, E.; Witte, J. M.; and Mitchell, M. 2018 · 2018
Later among the works it cites.
ChatPainter: Improving Text to Image Generation using Dialogue
Sharma, S.; Suhubdy, D.; Michalski, V.; Kahou, S. E.; and Bengio, Y. 2018 · 2018
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Cited alongside, same era.
Gans trained by a two time-scale update rule converge to a local nash equilibrium
Heusel, M.; Ramsauer, H.; Unterthiner, T.; Nessler, B.; and Hochreiter, S. 2017 · 2017
Cited alongside, same era.
Image-To-Image Translation With Conditional Adversarial Networks
Isola, P.; Zhu, J.-Y.; Zhou, T.; and Efros, A. A. 2017 · 2017
Cited alongside, same era.
Visual genome: connecting language and vision using crowdsourced dense image annotations
Krishna, R.; Zhu, Y.; Groth, O.; Johnson, J.; Hata, K.; Kravitz, J.; Chen, S.; Kalantidis, Y.; Li, L.-J.; Shamma, D. A.; et al. 2017 · 2017
Cited alongside, same era.
Lim, J. H.; and Ye, J. C. 2017 · 2017
Cited alongside, same era.
Pixels to graphs by associative embedding
Newell, A.; and Deng, J. 2017 · 2017
Cited alongside, same era.
Conditional image synthesis with auxiliary classifier gans
Odena, A.; Olah, C.; and Shlens, J. 2017 · 2017
Cited alongside, same era.
Later among the works it cites.
High-Resolution Image Synthesis and Semantic Manipulation With Conditional GANs
Wang, T.-C.; Liu, M.-Y.; Zhu, J.-Y.; Tao, A.; Kautz, J.; and Catanzaro, B. 2018 · 2018
Later among the works it cites.
Specifying Object Attributes and Relations in Interactive Scene Generation
Ashual, O.; and Wolf, L. 2019 · 2019
Later among the works it cites.
Large Scale GAN Training for High Fidelity Natural Image Synthesis
Brock, A.; Donahue, J.; and Simonyan, K. 2019 · 2019
Later among the works it cites.
Tell, Draw, and Repeat: Generating and Modifying Images Based on Continual Linguistic Instruction
El-Nouby, A.; Sharma, S.; Schulz, H.; Hjelm, D.; El Asri, L.; Ebrahimi Kahou, S.; Bengio, Y.; and Taylor, G. W. 2019 · 2019
Later among the works it cites.
Interactive Image Generation Using Scene Graphs
Mittal, G.; Agrawal, S.; Agarwal, A.; Mehta, S.; and Marwah, T. 2019 · 2019
Later among the works it cites.
Semantic Image Synthesis With Spatially-Adaptive Normalization
Park, T.; Liu, M.-Y.; Wang, T.-C.; and Zhu, J.-Y. 2019 · 2019
Later among the works it cites.
PyTorch: An Imperative Style, High-Performance Deep Learning Library
Paszke, A.; Gross, S.; Massa, F.; Lerer, A.; Bradbury, J.; Chanan, G.; Killeen, T.; Lin, Z.; Gimelshein, N.; Antiga, L.; Desmaison, A.; Kopf, A.; Yang, E.; DeVito, Z.; Raison, M.; Tejani, A.; Chilamkurthy, S.; Steiner, B.; Fang, L.; Bai, J.; and Chintala, S. 2019 · 2019
Later among the works it cites.
FineGAN: Unsupervised Hierarchical Disentanglement for Fine-Grained Object Generation and Discovery
Singh, K. K.; Ojha, U.; and Lee, Y. J. 2019 · 2019
Later among the works it cites.
Image Synthesis From Reconfigurable Layout and Style
Sun, W.; and Wu, T. 2019 · 2019
Later among the works it cites.
Auto-encoding scene graphs for image captioning
Yang, X.; Tang, K.; Zhang, H.; and Cai, J. 2019 · 2019
Later among the works it cites.
Semantics Disentangling for Text-To-Image Generation
Yin, G.; Liu, B.; Sheng, L.; Yu, N.; Wang, X.; and Shao, J. 2019 · 2019
Later among the works it cites.
Self-Attention Generative Adversarial Networks
Zhang, H.; Goodfellow, I.; Metaxas, D.; and Odena, A. 2019 · 2019
Later among the works it cites.
Image Generation From Layout
Zhao, B.; Meng, L.; Yin, W.; and Sigal, L. 2019 · 2019
Later among the works it cites.