Sotabase

Career

· Senior Research Scientist, NVIDIA2024–
· Research Scientist and Team Leader, Lunit Inc.2020–2024
· Research Intern, NVIDIA2019–2019
· Dr. Sc. Computer Science, ETH Zurich2017–2020
· Research Assistant, ETH Zurich2017–2020
· MSc Computational Science and Engineering, ETH Zurich2013–2016
· BSc Physics, Imperial College London2009–2013
· NVIDIA Research

Publications (45)

ETH-XGaze: A Large Scale Dataset for Gaze Estimation under Extreme Head Pose and Gaze Variation
European Conference on Computer Vision · 2020
316
cited
Cross-Modal Deep Variational Hand Pose Estimation
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2018
304
cited
Few-Shot Adaptive Gaze Estimation
IEEE International Conference on Computer Vision · 2019
227
cited
Benchmarking Self-Supervised Learning on Diverse Pathology Datasets
Computer Vision and Pattern Recognition · 2022
199
cited
Deep Pictorial Gaze Estimation
European Conference on Computer Vision · 2018
194
cited
Learning to find eye region landmarks for remote gaze estimation in unconstrained settings
Eye Tracking Research & Application · 2018
172
cited
Artificial Intelligence–Powered Spatial Analysis of Tumor-Infiltrating Lymphocytes as Complementary Biomarker for Immune Checkpoint Inhibition in Non–Small-Cell Lung Cancer
Journal of Clinical Oncology · 2022
145
cited
Towards End-to-end Video-based Eye-Tracking
European Conference on Computer Vision · 2020
93
cited
Illumination change robustness in direct visual SLAM
IEEE International Conference on Robotics and Automation · 2017
85
cited
AdaM: Adapting Multi-User Interfaces for Collaborative Environments in Real-Time
International Conference on Human Factors in Computing Systems · 2018
63
cited
Artificial intelligence-powered programmed death ligand 1 analyser reduces interobserver variation in tumour proportion score for non-small cell lung cancer with better prediction of immunotherapy response.
European Journal of Cancer · 2022
49
cited
Weakly-Supervised Physically Unconstrained Gaze Estimation
Computer Vision and Pattern Recognition · 2021
48
cited
Self-Learning Transformations for Improving Gaze and Head Redirection
Neural Information Processing Systems · 2020
46
cited
OCELOT: Overlapped Cell on Tissue Dataset for Histopathology
Computer Vision and Pattern Recognition · 2023
40
cited
Deep learning model improves tumor-infiltrating lymphocyte evaluation and therapeutic response prediction in breast cancer
npj Breast Cancer · 2023
31
cited
Interactive Multi-Class Tiny-Object Detection
Computer Vision and Pattern Recognition · 2022
31
cited
Detecting Relevance during Decision-Making from Eye Movements for UI Adaptation
Eye Tracking Research & Application · 2020
25
cited
EFE: End-to-end Frame-to-Gaze Estimation
2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2023
24
cited
Artificial intelligence-powered spatial analysis of tumor-infiltrating lymphocytes for prediction of prognosis in resected colon cancer
npj Precision Oncology · 2023
23
cited
Augmented interpretation of HER2, ER, and PR in breast cancer by artificial intelligence analyzer: enhancing interobserver agreement through a reader study of 201 cases
Breast Cancer Research · 2024
23
cited
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Seonwook Park | Researcher Profile | Sotabase | Sotabase