Publications in 2021

Here is a list of my published work in 2021 with my excellent collaborators.

Apoorva Beedu, Zhile Ren, Varun Agrawal, Irfan Essa

VideoPose: Estimating 6D object pose from videos Technical Report


Abstract | Links | BibTeX | Tags: arXiv, computer vision, object detection, pose estimation

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

Text as Neural Operator: Image Manipulation by Text Instruction Inproceedings

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

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

Peggy Chi, Nathan Frey, Katrina Panovich, Irfan Essa

Automatic Instructional Video Creation from a Markdown-Formatted Tutorial Inproceedings

In: ACM Symposium on User Interface Software and Technology (UIST), ACM Press, 2021.

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

Karan Samel, Zelin Zhao, Binghong Chen, Shuang Li, Dharmashankar Subramanian, Irfan Essa, Le Song

Neural Temporal Logic Programming Technical Report


Abstract | Links | BibTeX | Tags: activity recognition, arXiv, machine learning, openreview

Nathan Frey, Peggy Chi, Weilong Yang, Irfan Essa

Automatic Style Transfer for Non-Linear Video Editing Inproceedings

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

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

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

Unsupervised Discovery of Actions in Instructional Videos Inproceedings

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

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

Harish Haresamudram, Irfan Essa, Thomas Ploetz

Contrastive Predictive Coding for Human Activity Recognition Journal Article

In: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, vol. 5, no. 2, pp. 1–26, 2021.

Abstract | Links | BibTeX | Tags: activity recognition, IMWUT, machine learning, ubiquitous computing

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

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

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

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

Dan Scarafoni, Irfan Essa, Thomas Ploetz

PLAN-B: Predicting Likely Alternative Next Best Sequences for Action Prediction Technical Report

no. arXiv:2103.15987, 2021.

Abstract | Links | BibTeX | Tags: activity recognition, arXiv, computer vision

Vincent Cartillier, Zhile Ren, Neha Jain, Stefan Lee, Irfan Essa, Dhruv Batra

Semantic MapNet: Building Allocentric SemanticMaps and Representations from Egocentric Views Inproceedings

In: Proceedings of American Association of Artificial Intelligence Conference (AAAI), AAAI, 2021.

Abstract | Links | BibTeX | Tags: AAAI, AI, embodied agents, first-person vision

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