Jayant Kumar

Joined

February 2019

Names

Jayant Kumar

Emails

****@umiacs.umd.edu (Confirmed)

,

****@gmail.com

,

****@adobe.com (Confirmed)

Personal Links

Career & Education History

PhD student

University of Maryland, College Park (umd.edu)

2008 – 2013

Advisors, Relations & Conflicts

Coauthor

2011 – 2015

PhD Advisor

2008 – 2013

Expertise

computer vision

,

machine learning

,

natural language processing

Present

Publications

Smart Multi-Modal Search: Contextual Sparse and Dense Embedding Integration in Adobe Express
Tracy Holloway King, Cherag Aroraa, Jayant Kumar, Sanat Sharma, David Uvalle, Josep Valls-Vargas, Harsha Vardhan
- CIKM Workshop on Multi-Modal Search and Recommendations 2024
- Readers: Everyone
Augmenting Knowledge Graph Hierarchies using Neural Transformers
Tracy Holloway King, Sanat Sharma, Jayant Kumar, Mayank Poddar, Kosta Blank
- ECIR 2024
- Readers: Everyone
Multi-lingual Semantic Search for Domain-specific Applications: Adobe Photoshop and Illustrator Help Search
Jayant Kumar, Ashok Gupta, Zhaoyu Lu, Andrei Stefan, Tracy Holloway King
- 01 Aug 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Contextual Font Recommendations Based on User Intent
Sanat Sharma, Jayant Kumar, JIng Zheng, Tracy Holloway King
- 01 Aug 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
On-the-fly hand detection training with application in egocentric action recognition
Jayant Kumar, Qun Li, Survi Kyal, Edgar A. Bernal, Raja Bala
- 2015 (modified: 10 Nov 2022)
- CVPR Workshops 2015
- Readers: Everyone
Beyond Human Opinion Scores: Blind Image Quality Assessment Based on Synthetic Scores
Peng Ye, Jayant Kumar, David S. Doermann
- 2014 (modified: 10 Nov 2022)
- CVPR 2014
- Readers: Everyone
Mobile Video Capture of Multi-page Documents
Jayant Kumar, Raja Bala, Hengzhou Ding, Phillip Emmett
- 2013 (modified: 10 Nov 2022)
- CVPR Workshops 2013
- Readers: Everyone
Real-Time No-Reference Image Quality Assessment Based on Filter Learning
Peng Ye, Jayant Kumar, Le Kang, David S. Doermann
- 2013 (modified: 10 Nov 2022)
- CVPR 2013
- Readers: Everyone
Unsupervised feature learning framework for no-reference image quality assessment
Peng Ye, Jayant Kumar, Le Kang, David S. Doermann
- 2012 (modified: 10 Nov 2022)
- CVPR 2012
- Readers: Everyone

Co-Authors