Poojan Oza

Applied Scientist II, AWS, Amazon

Joined

January 2019

Names

Poojan Oza (Preferred)

Emails

****@gmail.com (Confirmed)

****@jhu.edu (Confirmed)

****@amazon.com (Confirmed)

Personal Links

Google Scholar

DBLP

Semantic Scholar

Career & Education History

Applied Scientist II

AWS, Amazon (amazon.com)

2021 – Present

PhD student

Electronics & Computer Engineering, Johns Hopkins University (jhu.edu)

2018 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Vishal M. Patel

2017 – 2021

Expertise

Unsupervised learning

Domain adaptation

one-class classification

anomaly/novelty detection

2017 – Present

Publications

Instance Relation Graph Guided Source-Free Domain Adaptive Object Detection
Vibashan VS, Poojan Oza, Vishal M. Patel
- 2022 (modified: 12 Nov 2022)
- CoRR 2022
- Readers: Everyone
Towards Online Domain Adaptive Object Detection
Vibashan VS, Poojan Oza, Vishal M. Patel
- 2022 (modified: 12 Nov 2022)
- CoRR 2022
- Readers: Everyone
One-Class Classification: A Survey
Pramuditha Perera, Poojan Oza, Vishal M. Patel
- 2021 (modified: 04 Nov 2022)
- CoRR 2021
- Readers: Everyone
Medical Transformer: Gated Axial-Attention for Medical Image Segmentation
Jeya Maria Jose Valanarasu, Poojan Oza, Ilker Hacihaliloglu, Vishal M. Patel
- 2021 (modified: 04 Nov 2022)
- CoRR 2021
- Readers: Everyone
Federated Learning-based Active Authentication on Mobile Devices
Poojan Oza, Vishal M. Patel
- 2021 (modified: 04 Nov 2022)
- CoRR 2021
- Readers: Everyone
MeGA-CDA: Memory Guided Attention for Category-Aware Unsupervised Domain Adaptive Object Detection
Vibashan VS, Vikram Gupta, Poojan Oza, Vishwanath A. Sindagi, Vishal M. Patel
- 2021 (modified: 04 Nov 2022)
- CoRR 2021
- Readers: Everyone
Medical Transformer: Gated Axial-Attention for Medical Image Segmentation
Jeya Maria Jose Valanarasu, Poojan Oza, Ilker Hacihaliloglu, Vishal M. Patel
- 2021 (modified: 12 Nov 2022)
- MICCAI (1) 2021
- Readers: Everyone
Unsupervised Domain Adaption of Object Detectors: A Survey
Poojan Oza, Vishwanath A. Sindagi, Vibashan VS, Vishal M. Patel
- 2021 (modified: 12 Nov 2022)
- CoRR 2021
- Readers: Everyone
MeGA-CDA: Memory Guided Attention for Category-Aware Unsupervised Domain Adaptive Object Detection
Vibashan VS, Vikram Gupta, Poojan Oza, Vishwanath A. Sindagi, Vishal M. Patel
- 2021 (modified: 12 Nov 2022)
- CVPR 2021
- Readers: Everyone
Anomaly Detection-Based Unknown Face Presentation Attack Detection
Yashasvi Baweja, Poojan Oza, Pramuditha Perera, Vishal M. Patel
- 2020 (modified: 04 Nov 2022)
- IJCB 2020
- Readers: Everyone

View all 14 publications