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One little-explored frontier of image generation and editing is the task of interpolating between two input images, a feature missing from all currently deployed image generation pipelines.
Gans trained by a two time-scale update rule converge to a local nash equilibrium, 2018
Heusel, M., Ramsauer, H., Unterthiner, T., Nessler, B., and Hochreiter, S · 2018
Earlier work this paper cites.
Openpose: Realtime multi-person 2d pose estimation using part affinity fields
Cao, Z., Hidalgo Martinez, G., Simon, T., Wei, S., and Sheikh, Y. A · 2019
Earlier work this paper cites.
A style-based generator architecture for generative adversarial networks
Karras, T., Laine, S., and Aila, T · 2019
Earlier work this paper cites.
Denoising diffusion probabilistic models, 2020
Ho, J., Jain, A., and Abbeel, P · 2020
Earlier work this paper cites.
On the ”steerability” of generative adversarial networks, 2020
Jahanian, A., Chai, L., and Isola, P · 2020
Earlier work this paper cites.
Analyzing and improving the image quality of stylegan, 2020
Karras, T., Laine, S., Aittala, M., Hellsten, J., Lehtinen, J., and Aila, T · 2020
Earlier work this paper cites.
Alias-free generative adversarial networks, 2021
Karras, T., Aittala, M., Laine, S., Härkönen, E., Hellsten, J., Lehtinen, J., and Aila, T · 2021
Earlier work this paper cites.
Learning transferable visual models from natural language supervision, 2021
Radford, A., Kim, J. W., Hallacy, C., Ramesh, A., Goh, G., Agarwal, S., Sastry, G., Askell, A., Mishkin, P., Clark, J., Krueger, G., and Sutskever, I · 2021
Cited alongside, same era.
Elucidating the design space of diffusion-based generative models, 2022
Karras, T., Aittala, M., Aila, T., and Laine, S · 2022
Cited alongside, same era.
Imagic: Text-based real image editing with diffusion models
Kawar, B., Zada, S., Lang, O., Tov, O., Chang, H., Dekel, T., Mosseri, I., and Irani, M · 2022
Cited alongside, same era.
Latent blending
Lunarring · 2022
Cited alongside, same era.
Null-text inversion for editing real images using guided diffusion models, 2022
Mokady, R., Hertz, A., Aberman, K., Pritch, Y., and Cohen-Or, D · 2022
Cited alongside, same era.
High-resolution image synthesis with latent diffusion models, 2022
Rombach, R., Blattmann, A., Lorenz, D., Esser, P., and Ommer, B · 2022
Later among the works it cites.
Photorealistic text-to-image diffusion models with deep language understanding, 2022
Saharia, C., Chan, W., Saxena, S., Li, L., Whang, J., Denton, E., Ghasemipour, S. K. S., Ayan, B. K., Mahdavi, S. S., Lopes, R. G., Salimans, T., Ho, J., Fleet, D. J., and Norouzi, M · 2022
Later among the works it cites.
Denoising diffusion implicit models, 2022
Song, J., Meng, C., and Ermon, S · 2022
Later among the works it cites.
Gan inversion: A survey, 2022
Xia, W., Zhang, Y., Yang, Y., Xue, J.-H., Zhou, B., and Yang, M.-H · 2022
Later among the works it cites.
Instructpix2pix: Learning to follow image editing instructions, 2023
Brooks, T., Holynski, A., and Efros, A. A · 2023
Closest in time.
Adding conditional control to text-to-image diffusion models, 2023
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Ramesh, A., Dhariwal, P., Nichol, A., Chu, C., and Chen, M · 2022
Cited alongside, same era.
Zhang, L. and Agrawala, M · 2023
Closest in time.