A searchable list of some of my publications is below. You can also access my publications from the following sites.
My ORCID is
https://orcid.org/0000-0002-6236-2969
Publications:
1.
Tianhao Zhang, Weilong Yang, Honglak Lee, Hung-Yu Tseng, Irfan Essa, Lu Jiang
Image manipulation by text instruction Patent
2023.
@patent{2023-Zhang-IMTI,
title = {Image manipulation by text instruction},
author = {Tianhao Zhang and Weilong Yang and Honglak Lee and Hung-Yu Tseng and Irfan Essa and Lu Jiang},
url = {https://patents.google.com/patent/US11562518},
year = {2023},
date = {2023-01-01},
urldate = {2023-01-01},
abstract = {A method for generating an output image from an input image and an input text instruction that specifies a location and a modification of an edit applied to the input image using a neural network is described. The neural network includes an image encoder, an image decoder, and an instruction attention network. The method includes receiving the input image and the input text instruction; extracting, from the input image, an input image feature that represents features of the input image using the image encoder; generating a spatial feature and a modification feature from the input text instruction using the instruction attention network; generating an edited image feature from the input image feature, the spatial feature and the modification feature; and generating the output image from the edited image feature using the image decoder.},
howpublished = {US Patent # US11562518},
keywords = {content creation, generative AI, google, media generation, patents},
pubstate = {published},
tppubtype = {patent}
}
A method for generating an output image from an input image and an input text instruction that specifies a location and a modification of an edit applied to the input image using a neural network is described. The neural network includes an image encoder, an image decoder, and an instruction attention network. The method includes receiving the input image and the input text instruction; extracting, from the input image, an input image feature that represents features of the input image using the image encoder; generating a spatial feature and a modification feature from the input text instruction using the instruction attention network; generating an edited image feature from the input image feature, the spatial feature and the modification feature; and generating the output image from the edited image feature using the image decoder.
2.
Hsin-Ying Lee, Lu Jiang, Irfan Essa, Madison Le, Haifeng Gong, Ming-Hsuan Yang, Weilong Yang
Neural Design Network: Graphic Layout Generation with Constraints Proceedings Article
In: Proceedings of European Conference on Computer Vision (ECCV), 2020.
@inproceedings{2020-Lee-NDNGLGWC,
title = {Neural Design Network: Graphic Layout Generation with Constraints},
author = {Hsin-Ying Lee and Lu Jiang and Irfan Essa and Madison Le and Haifeng Gong and Ming-Hsuan Yang and Weilong Yang},
url = {https://arxiv.org/abs/1912.09421
https://rdcu.be/c7sqw},
doi = {10.1007/978-3-030-58580-8_29},
year = {2020},
date = {2020-08-01},
urldate = {2020-08-01},
booktitle = {Proceedings of European Conference on Computer Vision (ECCV)},
keywords = {computer vision, content creation, ECCV, generative media, google},
pubstate = {published},
tppubtype = {inproceedings}
}
3.
N. Diakopoulos, I. Essa
Mediating Photo Collage Authoring Proceedings Article
In: ACM Symposium on User Interface Software and Technology (UIST), pp. 183 - 186, Seattle, 2005.
@inproceedings{2005-Diakopoulos-MPCA,
title = {Mediating Photo Collage Authoring},
author = {N. Diakopoulos and I. Essa},
url = {http://www.nickdiakopoulos.com/projects/mediating-photo-collage-authoring/},
doi = {10.1145/1095034.1095065},
year = {2005},
date = {2005-10-01},
booktitle = {ACM Symposium on User Interface Software and Technology (UIST)},
pages = {183 - 186},
address = {Seattle},
keywords = {content creation},
pubstate = {published},
tppubtype = {inproceedings}
}
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