Samuel S. Sohn

Postdoc, Rutgers University

Joined

February 2020

Names

Samuel S. Sohn (Preferred)

Emails

****@gmail.com (Confirmed)

****@rutgers.edu (Confirmed)

Personal Links

Career & Education History

Postdoc

Rutgers University (rutgers.edu)

2024 – Present

PhD student

Rutgers University (rutgers.edu)

2018 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Mubbasir Kapadia

2018 – 2024

Expertise

Human Trajectory Prediction

2022 – 2023

Long-Term Crowd Flow Prediction

2020 – 2023

Crowd Simulation

2018 – 2023

Publications

Cognitive Path Planning With Spatial Memory Distortion
Rohit Kumar Dubey, Samuel S. Sohn, Tyler Thrash, Christoph Hölscher, André Borrmann, Mubbasir Kapadia
- Published: 01 Jan 2023, Last Modified: 10 Nov 2023
- IEEE Trans. Vis. Comput. Graph. 2023
- Readers: Everyone
The Importance of Multimodal Emotion Conditioning and Affect Consistency for Embodied Conversational Agents
Che-Jui Chang, Samuel S. Sohn, Sen Zhang, Rajath Jayashankar, Muhammad Usman, Mubbasir Kapadia
- Published: 01 Jan 2023, Last Modified: 05 Nov 2023
- IUI 2023
- Readers: Everyone
Learning from Synthetic Human Group Activities
Che-Jui Chang, Honglu Zhou, Parth Goel, Aditya Bhat, Seonghyeon Moon, Samuel S. Sohn, Sejong Yoon, Vladimir Pavlovic, Mubbasir Kapadia
- Published: 01 Jan 2023, Last Modified: 05 Nov 2023
- CoRR 2023
- Readers: Everyone
The Importance of Multimodal Emotion Conditioning and Affect Consistency for Embodied Conversational Agents
Che-Jui Chang, Samuel S. Sohn, Sen Zhang, Rajath Jayashankar, Muhammad Usman, Mubbasir Kapadia
- Published: 01 Jan 2023, Last Modified: 05 Nov 2023
- CoRR 2023
- Readers: Everyone
Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning
Honglu Zhou, Advith Chegu, Samuel S. Sohn, Zuohui Fu, Gerard de Melo, Mubbasir Kapadia
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- IJCAI 2023
- Readers: Everyone
MUSE-VAE: Multi-Scale VAE for Environment-Aware Long Term Trajectory Prediction
Mihee Lee, Samuel S. Sohn, Seonghyeon Moon, Sejong Yoon, Mubbasir Kapadia, vladimir pavlovic
- 30 Mar 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
D-HYPR: Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning
Honglu Zhou, Advith Chegu, Samuel S. Sohn, Zuohui Fu, Gerard de Melo, Mubbasir Kapadia
- 2022 (modified: 01 Nov 2022)
- CIKM 2022
- Readers: Everyone
Harnessing Fourier Isovists and Geodesic Interaction for Long-Term Crowd Flow Prediction
Samuel S. Sohn, Seonghyeon Moon, Honglu Zhou, Mihee Lee, Sejong Yoon, Vladimir Pavlovic, Mubbasir Kapadia
- 2022 (modified: 18 Nov 2022)
- IJCAI 2022
- Readers: Everyone
An Information-Theoretic Approach for Estimating Scenario Generalization in Crowd Motion Prediction
Gang Qiao, Kaidong Hu, Seonghyeon Moon, Samuel S. Sohn, Sejong Yoon, Mubbasir Kapadia, Vladimir Pavlovic
- 2022 (modified: 18 Nov 2022)
- CoRR 2022
- Readers: Everyone
MUSE-VAE: Multi-Scale VAE for Environment-Aware Long Term Trajectory Prediction
Mihee Lee, Samuel S. Sohn, Seonghyeon Moon, Sejong Yoon, Mubbasir Kapadia, Vladimir Pavlovic
- 2022 (modified: 18 Nov 2022)
- CoRR 2022
- Readers: Everyone

View all 33 publications

Co-Authors

View all 48 co-authors