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Douglas Gray
Principal Applied Scientist, Visual Search, Amazon
Joined
October 2017
Names
Douglas Gray
(Preferred)
,
Doug Gray
Emails
****@gmail.com
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@a9.com
(Confirmed)
,
****@amazon.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Semantic Scholar
Career & Education History
Principal Applied Scientist
Visual Search,
Amazon
(amazon.com)
2025
–
Present
Manager, Applied Science
Visual Shopping,
Amazon
(amazon.com)
2016
–
2025
Applied Scientist
Visual Search,
Amazon
(amazon.com)
2011
–
2016
PhD student
Computer Engineering,
University of California, Santa Cruz
(ucsc.edu)
2005
–
2010
Advisors, Relations & Conflicts
Coworker
Xinliang Zhu
2019
–
Present
Coworker
Ming Du
2016
–
Present
Coworker
Arnab Dhua
2011
–
Present
Coworker
R. Manmatha
2011
–
2019
Expertise
Visual Search
Present
CNNs
,
deep metric learning
Present
object detection
,
classification
,
retrieval
,
re-identification
Present
Multimodal Search
Present
Publications
GENIUS: A Generative Framework for Universal Multimodal Search
Sungyeon Kim
,
Xinliang Zhu
,
Xiaofan Lin
,
Muhammet Bastan
,
Douglas Gray
,
Suha Kwak
CVPR 2025
Readers:
Everyone
Multimodal Representation and Retrieval [MRR 2024]
Xinliang Zhu
,
Arnab Dhua
,
Douglas Gray
,
I. Zeki Yalniz
,
Tan Yu
,
Mohamed Elhoseiny
,
Bryan Plummer
SIGIR 2024
Readers:
Everyone
De-noised Vision-language Fusion Guided by Visual Cues for E-commerce Product Search
Zhizhang Hu
,
Shasha Li
,
Ming Du
,
Arnab Dhua
,
Douglas Gray
CVPR Workshops 2024
Readers:
Everyone
Bringing Multimodality to Amazon Visual Search System
Xinliang Zhu
,
Sheng-Wei Huang
,
Han Ding
,
Jinyu Yang
,
Kelvin Chen
,
Tao Zhou
,
Tal Neiman
,
Ouye Xie
,
Son Tran
,
Benjamin Z. Yao
,
Douglas Gray
,
Anuj Bindal
,
Arnab Dhua
KDD 2024
Readers:
Everyone
Hierarchical Proxy-based Loss for Deep Metric Learning
Zhibo Yang
,
Muhammet Bastan
,
Xinliang Zhu
,
Doug Gray
,
Dimitris Samaras
2022 (modified: 09 Nov 2022)
WACV 2022
Readers:
Everyone
Amazon Shop the Look: A Visual Search System for Fashion and Home
Ming Du
,
Arnau Ramisa
,
Amit Kumar K. C
,
Sampath Chanda
,
Mengjiao Wang
,
Neelakandan Rajesh
,
Shasha Li
,
Yingchuan Hu
,
Tao Zhou
,
Nagashri Lakshminarayana
,
Son Tran
,
Doug Gray
2022 (modified: 09 Nov 2022)
KDD 2022
Readers:
Everyone
Efficient Exploration of Text Regions in Natural Scene Images Using Adaptive Image Sampling
Ismet Zeki Yalniz
,
Douglas Gray
,
R. Manmatha
2016 (modified: 11 Nov 2022)
ECCV Workshops (1) 2016
Readers:
Everyone
Predicting Facial Beauty without Landmarks
Douglas Gray
,
Kai Yu
,
Wei Xu
,
Yihong Gong
2010 (modified: 11 Nov 2022)
ECCV (6) 2010
Readers:
Everyone
Viewpoint Invariant Pedestrian Recognition with an Ensemble of Localized Features
Douglas Gray
,
Hai Tao
2008 (modified: 11 Nov 2022)
ECCV (1) 2008
Readers:
Everyone
Co-Authors
Amit Kumar K. C
Anuj Bindal
Arnab Dhua
Arnau Ramisa
Benjamin Z. Yao
Bryan Plummer
Dimitris Samaras
Hai Tao
Han Ding
I. Zeki Yalniz
Ismet Zeki Yalniz
Jinyu Yang
Kai Yu
Kelvin Chen
Mengjiao Wang
Ming Du
Mohamed Elhoseiny
Muhammet Bastan
Nagashri Lakshminarayana
Neelakandan Rajesh
Ouye Xie
R. Manmatha
Sampath Chanda
Shasha Li
Sheng-Wei Huang
View all 38 co-authors