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:

238 entries « 2 of 12 »
21.

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

22.

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

23.

Harish Haresamudram, Irfan Essa, Thomas Ploetz

Assessing the State of Self-Supervised Human Activity Recognition using Wearables Journal Article

In: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), vol. 6, iss. 3, no. 116, pp. 1–47, 2022.

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

24.

Daniel Nkemelu, Harshil Shah, Irfan Essa, Michael L. Best

Tackling Hate Speech in Low-resource Languages with Context Experts Proceedings Article

In: International Conference on Information & Communication Technologies and Development (ICTD), 2022.

Abstract | Links | BibTeX | Tags: computational journalism, ICTD, social computing

25.

Niranjan Kumar, Irfan Essa, Sehoon Ha

Graph-based Cluttered Scene Generation and Interactive Exploration using Deep Reinforcement Learning Proceedings Article

In: Proceedings International Conference on Robotics and Automation (ICRA), pp. 7521-7527, 2022.

Abstract | Links | BibTeX | Tags: ICRA, machine learning, reinforcement learning, robotics

26.

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

Learning Temporal Rules from Noisy Timeseries Data Journal Article

In: arXiv preprint arXiv:2202.05403, 2022.

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

27.

Chengzhi Mao, Lu Jiang, Mostafa Dehghani, Carl Vondrick, Rahul Sukthankar, Irfan Essa

Discrete Representations Strengthen Vision Transformer Robustness Proceedings Article

In: Proceedings of International Conference on Learning Representations (ICLR), 2022.

Abstract | Links | BibTeX | Tags: computer vision, google, machine learning, vision transformer

28.

Steven Hickson, Karthik Raveendran, Irfan Essa

Sharing Decoders: Network Fission for Multi-Task Pixel Prediction Proceedings Article

In: IEEE/CVF Winter Conference on Applications of Computer Vision, pp. 3771–3780, 2022.

Abstract | Links | BibTeX | Tags: computer vision, google, machine learning

29.

Niranjan Kumar, Irfan Essa, Sehoon Ha

Cascaded Compositional Residual Learning for Complex Interactive Behaviors Proceedings Article

In: Sim-to-Real Robot Learning: Locomotion and Beyond Workshop at the Conference on Robot Learning (CoRL), arXiv, 2022.

Abstract | Links | BibTeX | Tags: reinforcement learning, robotics

30.

Apoorva Beedu, Zhile Ren, Varun Agrawal, Irfan Essa

VideoPose: Estimating 6D object pose from videos Technical Report

2021.

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

31.

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

32.

Peggy Chi, Nathan Frey, Katrina Panovich, Irfan Essa

Automatic Instructional Video Creation from a Markdown-Formatted Tutorial Proceedings Article

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

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

33.

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

Neural Temporal Logic Programming Technical Report

2021.

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

34.

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

35.

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

36.

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

37.

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

38.

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

39.

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

Semantic MapNet: Building Allocentric SemanticMaps and Representations from Egocentric Views Proceedings Article

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

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

40.

Niranjan Kumar, Irfan Essa, Sehoon Ha, C. Karen Liu

Estimating Mass Distribution of Articulated Objects through Non-prehensile Manipulation Proceedings Article

In: Neural Information Processing Systems (NeurIPS) Workshop on Object Representations for Learning and Reasoning, NeurIPS 2020.

Abstract | Links | BibTeX | Tags: reinforcement learning, robotics

238 entries « 2 of 12 »

Other Publication Sites

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

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