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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28 entries « 1 of 2 »
1.

Lijun Yu, Yong Cheng, Zhiruo Wang, Vivek Kumar, Wolfgang Macherey, Yanping Huang, David A. Ross, Irfan Essa, Yonatan Bisk, Ming-Hsuan Yang, Kevin Murphy, Alexander G. Hauptmann, Lu Jiang

SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs Proceedings Article

In: Advances in Neural Information Processing Systems (NeurIPS), 2023.

Abstract | Links | BibTeX | Tags: arXiv, computational video, computer vision, generative AI, NeurIPS

2.

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

3.

Huda Alamri, Anthony Bilic, Michael Hu, Apoorva Beedu, Irfan Essa

End-to-end Multimodal Representation Learning for Video Dialog Proceedings Article

In: NeuRIPS Workshop on Vision Transformers: Theory and applications, 2022.

Abstract | Links | BibTeX | Tags: computational video, computer vision, vision transformers

4.

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

5.

Nathan Frey, Peggy Chi, Weilong Yang, Irfan Essa

Automatic Style Transfer for Non-Linear Video Editing Proceedings Article

In: Proceedings of CVPR Workshop on AI for Content Creation (AICC), 2021.

Links | BibTeX | Tags: computational video, CVPR, google, video editing

6.

AJ Piergiovanni, Anelia Angelova, Michael S. Ryoo, Irfan Essa

Unsupervised Discovery of Actions in Instructional Videos Proceedings Article

In: British Machine Vision Conference (BMVC), 2021.

Abstract | Links | BibTeX | Tags: activity recognition, computational video, computer vision, google

7.

Anh Truong, Peggy Chi, David Salesin, Irfan Essa, Maneesh Agrawala

Automatic Generation of Two-Level Hierarchical Tutorials from Instructional Makeup Videos Proceedings Article

In: ACM CHI Conference on Human factors in Computing Systems, 2021.

Abstract | Links | BibTeX | Tags: CHI, computational video, google, human-computer interaction, video summarization

8.

Peggy Chi, Zheng Sun, Katrina Panovich, Irfan Essa

Automatic Video Creation From a Web Page Proceedings Article

In: Proceedings of the 33rd Annual ACM Symposium on User Interface Software and Technology, pp. 279–292, ACM CHI 2020.

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

9.

Huda Alamri, Vincent Cartillier, Abhishek Das, Jue Wang, Anoop Cherian, Irfan Essa, Dhruv Batra, Tim K. Marks, Chiori Hori, Peter Anderson, Stefan Lee, Devi Parikh

Audio Visual Scene-Aware Dialog Proceedings Article

In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.

Abstract | Links | BibTeX | Tags: computational video, computer vision, CVPR, embodied agents, vision & language

10.

Vinay Bettadapura, Caroline Pantofaru, Irfan Essa

Leveraging Contextual Cues for Generating Basketball Highlights Proceedings Article

In: ACM International Conference on Multimedia (ACM-MM), ACM 2016.

Abstract | Links | BibTeX | Tags: ACM, ACMMM, activity recognition, computational video, computer vision, sports visualization, video summarization

11.

Daniel Castro, Vinay Bettadapura, Irfan Essa

Discovering Picturesque Highlights from Egocentric Vacation Video Proceedings Article

In: IEEE Winter Conference on Applications of Computer Vision (WACV), 2016.

Abstract | Links | BibTeX | Tags: computational photography, computational video, computer vision, WACV

12.

Steven Hickson, Stan Birchfield, Irfan Essa, Henrik Christensen

Efficient Hierarchical Graph-Based Segmentation of RGBD Videos Proceedings Article

In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), IEEE Computer Society 2014.

Links | BibTeX | Tags: computational video, computer vision, CVPR, video segmentation

13.

Syed Hussain Raza, Matthias Grundmann, Irfan Essa

Geoemetric Context from Video Proceedings Article

In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), IEEE Computer Society 2013.

Links | BibTeX | Tags: computational video, computer vision, CVPR, video segmentation

14.

Vinay Bettadapura, Grant Schindler, Thomas Ploetz, Irfan Essa

Augmenting Bag-of-Words: Data-Driven Discovery of Temporal and Structural Information for Activity Recognition Proceedings Article

In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), IEEE Computer Society 2013.

Links | BibTeX | Tags: activity recognition, computational video, computer vision, CVPR

15.

Matthias Grundmann, Vivek Kwatra, Daniel Castro, Irfan Essa

Calibration-Free Rolling Shutter Removal Best Paper Proceedings Article

In: IEEE Conference on Computational Photography (ICCP), IEEE Computer Society, 2012.

Abstract | Links | BibTeX | Tags: awards, best paper award, computational photography, computational video, computer graphics, computer vision, ICCP

16.

M. Grundmann, V. Kwatra, I. Essa

Auto-Directed Video Stabilization with Robust L1 Optimal Camera Paths Proceedings Article

In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), IEEE Computer Society, 2011.

Links | BibTeX | Tags: computational video, computer vision, CVPR

17.

M. Grundmann, V. Kwatra, M. Han, I. Essa

Efficient Hierarchical Graph-Based Video Segmentation Proceedings Article

In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010.

Links | BibTeX | Tags: computational video, computer vision, CVPR, video segmentation

18.

M. Grundmann, V. Kwatra, M. Han, I. Essa

Discontinuous Seam-Carving for Video Retargeting Proceedings Article

In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), IEEE Computer Society, 2010.

Links | BibTeX | Tags: computational video, computer vision, CVPR

19.

P. Yin, A. Criminisi, J. Winn, I. Essa

Tree-based Classifiers for Bilayer Video Segmentation Proceedings Article

In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. pp 1–8, IEEE Computer Society, Minneapolis, MN, USA, 2007.

BibTeX | Tags: computational video, computer vision, CVPR, video segmentation

20.

N. Diakopoulos, I. Essa

Videotater: An Approach for Pen-Based Digital Video Segmentation and Tagging Proceedings Article

In: ACM Symposium on User Interface Software and Technology (UIST), 2006.

Abstract | Links | BibTeX | Tags: computational video

28 entries « 1 of 2 »

Other Publication Sites

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

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