Sotabase

Career

· Assistant Professor, Icahn School of Medicine at Mount Sinai2022–
· NIH K99 Fellow Research Investigator Faculty Instructor Ophthalmology Neuroscience, Harvard Medical School2020–2022
· American Heart Association Postdoctoral Research Fellow, Department Of Ophthalmology, Harvard Medical School2018–2020
· Postdoctoral Research Fellow, Department Of Ophthalmology, Stanford University School of Medicine2016–2018
· Graduate Research And Teaching Assistant, Kent State University2011–2016

Publications (61)

BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation
Conference on Fairness, Accountability and Transparency · 2021
497
cited
Multi-lingual Evaluation of Code Generation Models
International Conference on Learning Representations · 2022
217
cited
ReCode: Robustness Evaluation of Code Generation Models
Annual Meeting of the Association for Computational Linguistics · 2022
131
cited
On the Intrinsic and Extrinsic Fairness Evaluation Metrics for Contextualized Language Representations
Annual Meeting of the Association for Computational Linguistics · 2022
107
cited
Surround-View Fisheye Camera Perception for Automated Driving: Overview, Survey & Challenges
IEEE transactions on intelligent transportation systems (Print) · 2022
100
cited
Closing the Loop: User-Centered Design and Evaluation of a Human-in-the-Loop Topic Modeling System
International Conference on Intelligent User Interfaces · 2018
86
cited
SynDistNet: Self-Supervised Monocular Fisheye Camera Distance Estimation Synergized with Semantic Segmentation for Autonomous Driving
IEEE Workshop/Winter Conference on Applications of Computer Vision · 2020
85
cited
FisheyeDistanceNet: Self-Supervised Scale-Aware Distance Estimation using Monocular Fisheye Camera for Autonomous Driving
IEEE International Conference on Robotics and Automation · 2019
81
cited
Generalized Object Detection on Fisheye Cameras for Autonomous Driving: Dataset, Representations and Baseline
IEEE Workshop/Winter Conference on Applications of Computer Vision · 2020
77
cited
SynWoodScape: Synthetic Surround-View Fisheye Camera Dataset for Autonomous Driving
IEEE Robotics and Automation Letters · 2022
62
cited
Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal
Findings · 2022
61
cited
UnRectDepthNet: Self-Supervised Monocular Depth Estimation using a Generic Framework for Handling Common Camera Distortion Models
IEEE/RJS International Conference on Intelligent RObots and Systems · 2020
56
cited
FisheyeMODNet: Moving Object detection on Surround-view Cameras for Autonomous Driving
arXiv.org · 2019
55
cited
Let’s Get Dirty: GAN Based Data Augmentation for Camera Lens Soiling Detection in Autonomous Driving
IEEE Workshop/Winter Conference on Applications of Computer Vision · 2021
52
cited
Monocular Fisheye Camera Depth Estimation Using Sparse LiDAR Supervision
International Conference on Intelligent Transportation Systems · 2018
51
cited
X-Align++: cross-modal cross-view alignment for Bird’s-eye-view segmentation
IEEE Workshop/Winter Conference on Applications of Computer Vision · 2022
47
cited
FisheyeYOLO: Object Detection on Fisheye Cameras for Autonomous Driving
2020
43
cited
Weather and Light Level Classification for Autonomous Driving: Dataset, Baseline and Active Learning
International Conference on Intelligent Transportation Systems · 2021
39
cited
X3KD: Knowledge Distillation Across Modalities, Tasks and Stages for Multi-Camera 3D Object Detection
Computer Vision and Pattern Recognition · 2023
38
cited
Towards Greener Yet Powerful Code Generation via Quantization: An Empirical Study
ESEC/SIGSOFT FSE · 2023
31
cited
Sotabase