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:

231 entries « 1 of 12 »
1.

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

MaskSketch: Unpaired Structure-guided Masked Image Generation Inproceedings Forthcoming

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

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

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 Inproceedings Forthcoming

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

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

3.

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

Visual Prompt Tuning for Generative Transfer Learning Inproceedings Forthcoming

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

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

4.

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

Discrete Predictor-Corrector Diffusion Models for Image Synthesis Inproceedings Forthcoming

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

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

5.

Erik Wijmans, Manolis Savva, Irfan Essa, Stefan Lee, Ari S. Morcos, Dhruv Batra

Emergence of Maps in the Memories of Blind Navigation Agents Inproceedings Forthcoming

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

Abstract | Links | BibTeX | Tags: awards, best paper award, computer vision, google, ICLR, machine learning, robotics

6.

Yi-Hao Peng, Peggy Chi, Anjuli Kannan, Meredith Morris, Irfan Essa

Slide Gestalt: Automatic Structure Extraction in Slide Decks for Non-Visual Access Inproceedings Forthcoming

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

Abstract | Links | BibTeX | Tags: accessibility, CHI, google, human-computer interaction

7.

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

Knowledge Relevance BERT: Integrating Noisy Knowledge into Language Representation. Inproceedings

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

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

8.

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, google, media generation, patents

9.

Erik Wijmans, Irfan Essa, Dhruv Batra

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

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

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

10.

Erik Wijmans, Irfan Essa, Dhruv Batra

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

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

11.

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

End-to-end Multimodal Representation Learning for Video Dialog Inproceedings

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

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

12.

Apoorva Beedu, Huda Alamri, Irfan Essa

Video based Object 6D Pose Estimation using Transformers Inproceedings

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

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

13.

José Lezama, Huiwen Chang, Lu Jiang, Irfan Essa

Improved Masked Image Generation with Token-Critic Inproceedings

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

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

14.

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

BLT: Bidirectional Layout Transformer for Controllable Layout Generation Inproceedings

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

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

15.

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

Synthesis-Assisted Video Prototyping From a Document Inproceedings

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

16.

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

17.

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

Tackling Hate Speech in Low-resource Languages with Context Experts Inproceedings

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

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

18.

Niranjan Kumar, Irfan Essa, Sehoon Ha

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

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

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

19.

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

20.

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

Discrete Representations Strengthen Vision Transformer Robustness Inproceedings

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

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

231 entries « 1 of 12 »

Other Publication Sites

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

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