A searchable list of some of my publications is below. You can also access my publications from the following sites.

My ORCID is ORCID iD iconhttps://orcid.org/0000-0002-6236-2969

Publications:

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1.

Kyungmin Lee, Xiaohang Li, Qifei Wang, Junfeng He, Junjie Ke, Ming-Hsuan Yang, Irfan Essa, Jinwoo Shin, Feng Yang, Yinxiao Li

Calibrated Multi-Preference Optimization for Aligning Diffusion Models Proceedings Article

In: IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2025.

Abstract | Links | BibTeX | Tags: computer vision, CVPR, generative media, google, reinforcement learning

2.

Seung Hyun Lee, Jijun jiang, Yiran Xu, Zhuofang Li, Junjie Ke, Yinxiao Li, Junfeng He, Steven Hickson, Katie Datsenko, Sangpil Kim, Ming-Hsuan Yang, Irfan Essa, Feng Yang

Cropper: Vision-Language Model for Image Cropping through In-Context Learning Proceedings Article

In: IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2025.

Abstract | Links | BibTeX | Tags: computer vision, CVPR, generative AI, generative media, google

3.

Gong Zhang, Kihyuk Sohn, Meera Hahn, Humphrey Shi, Irfan Essa

FineStyle: Fine-grained Controllable Style Personalization for Text-to-image Models Proceedings Article

In: Advances in Neural Information Processing Systems (NeurIPS), 2024.

Abstract | Links | BibTeX | Tags: computer vision, generative AI, generative media, machine learning, NeurIPS

4.

Dina Bashkirova, José Lezama, Kihyuk Sohn, Kate Saenko, Irfan Essa

MaskSketch: Unpaired Structure-guided Masked Image Generation Proceedings Article

In: IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2023.

Abstract | Links | BibTeX | Tags: computer vision, CVPR, generative AI, generative media, google

5.

Lijun Yu, Yong Cheng, Kihyuk Sohn, José Lezama, Han Zhang, Huiwen Chang, Alexander G. Hauptmann, Ming-Hsuan Yang, Yuan Hao, Irfan Essa, Lu Jiang

MAGVIT: Masked Generative Video Transformer Proceedings Article

In: IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2023.

Abstract | Links | BibTeX | Tags: computational video, computer vision, CVPR, generative AI, generative media, google

6.

Kihyuk Sohn, Yuan Hao, José Lezama, Luisa Polania, Huiwen Chang, Han Zhang, Irfan Essa, Lu Jiang

Visual Prompt Tuning for Generative Transfer Learning Proceedings Article

In: IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2023.

Abstract | Links | BibTeX | Tags: computer vision, CVPR, generative AI, generative media, google

7.

José Lezama, Tim Salimans, Lu Jiang, Huiwen Chang, Jonathan Ho, Irfan Essa

Discrete Predictor-Corrector Diffusion Models for Image Synthesis Proceedings Article

In: International Conference on Learning Representations (ICLR), 2023.

Abstract | Links | BibTeX | Tags: computer vision, generative AI, generative media, google, ICLR, machine learning

8.

José Lezama, Huiwen Chang, Lu Jiang, Irfan Essa

Improved Masked Image Generation with Token-Critic Proceedings Article

In: European Conference on Computer Vision (ECCV), arXiv, 2022, ISBN: 978-3-031-20050-2.

Abstract | Links | BibTeX | Tags: computer vision, ECCV, generative AI, generative media, google

9.

Xiang Kong, Lu Jiang, Huiwen Chang, Han Zhang, Yuan Hao, Haifeng Gong, Irfan Essa

BLT: Bidirectional Layout Transformer for Controllable Layout Generation Proceedings Article

In: European Conference on Computer Vision (ECCV), 2022, ISBN: 978-3-031-19789-5.

Abstract | Links | BibTeX | Tags: computer vision, ECCV, generative AI, generative media, google, vision transformer

10.

Peggy Chi, Tao Dong, Christian Frueh, Brian Colonna, Vivek Kwatra, Irfan Essa

Synthesis-Assisted Video Prototyping From a Document Proceedings Article

In: Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology, pp. 1–10, 2022.

Abstract | Links | BibTeX | Tags: computational video, generative media, google, human-computer interaction, UIST, video editing

11.

Tianhao Zhang, Hung-Yu Tseng, Lu Jiang, Weilong Yang, Honglak Lee, Irfan Essa

Text as Neural Operator: Image Manipulation by Text Instruction Proceedings Article

In: ACM International Conference on Multimedia (ACM-MM), ACM Press, 2021.

Abstract | Links | BibTeX | Tags: computer vision, generative media, google, multimedia

12.

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.

Links | BibTeX | Tags: computer vision, content creation, ECCV, generative media, google

Other Publication Sites

A few more sites that aggregate research publications: Academic.edu, Bibsonomy, CiteULike, Mendeley.

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