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:

245 entries « 2 of 13 »
21.

Karan Samel, Jun Ma, Zhengyang Wang, Tong Zhao, Irfan Essa

Knowledge Relevance BERT: Integrating Noisy Knowledge into Language Representation. Proceedings Article

In: AAAI workshop on Knowledge Augmented Methods for NLP (KnowledgeNLP-AAAI 2023), 2023.

Abstract | Links | BibTeX | Tags: AI, knowledge representation, NLP

22.

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

Image manipulation by text instruction Patent

2023.

Abstract | Links | BibTeX | Tags: content creation, generative AI, google, media generation, patents

23.

Erik Wijmans, Irfan Essa, Dhruv Batra

How to Train PointGoal Navigation Agents on a (Sample and Compute) Budget Proceedings Article

In: International Conference on Autonomous Agents and Multi-Agent Systems, 2022.

Abstract | Links | BibTeX | Tags: computer vision, embodied agents, navigation

24.

Erik Wijmans, Irfan Essa, Dhruv Batra

VER: Scaling On-Policy RL Leads to the Emergence of Navigation in Embodied Rearrangement Proceedings Article

In: Oh, Alice H., Agarwal, Alekh, Belgrave, Danielle, Cho, Kyunghyun (Ed.): Advances in Neural Information Processing Systems (NeurIPS), 2022.

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

25.

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

26.

Apoorva Beedu, Huda Alamri, Irfan Essa

Video based Object 6D Pose Estimation using Transformers Proceedings Article

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

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

27.

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

28.

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

29.

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

30.

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

31.

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

32.

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

33.

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

34.

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

35.

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

36.

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

37.

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

38.

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

39.

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

40.

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

245 entries « 2 of 13 »

Other Publication Sites

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

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