Samuel S. Sohn

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 36

Top Topics

Traveling Salesman

Interactive Visual

Information Sources

Top Venues

Publications

Samuel S. Sohn, Danrui Li, Sen Zhang, Che-Jui Chang, Mubbasir Kapadia
From Words to Worlds: Transforming One-line Prompt into Immersive Multi-modal Digital Stories with Communicative LLM Agent. CoRR (2024)
Rohit Kumar Dubey, Samuel S. Sohn, Tyler Thrash, Christoph Hölscher, André Borrmann, Mubbasir Kapadia
Cognitive Path Planning With Spatial Memory Distortion. IEEE Trans. Vis. Comput. Graph. 29 (8) (2023)
Honglu Zhou, Advith Chegu, Samuel S. Sohn, Zuohui Fu, Gerard de Melo, Mubbasir Kapadia
Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning. IJCAI (2023)
Vahid Azizi, Muhammad Usman, Samuel S. Sohn, Mathew Schwartz, Seonghyeon Moon, Petros Faloutsos, Mubbasir Kapadia
The role of latent representations for design space exploration of floorplans. Simul. 99 (11) (2023)
Seonghyeon Moon, Samuel S. Sohn, Honglu Zhou, Sejong Yoon, Vladimir Pavlovic, Muhammad Haris Khan, Mubbasir Kapadia
MSI: Maximize Support-Set Information for Few-Shot Segmentation. ICCV (2023)
Che-Jui Chang, Honglu Zhou, Parth Goel, Aditya Bhat, Seonghyeon Moon, Samuel S. Sohn, Sejong Yoon, Vladimir Pavlovic, Mubbasir Kapadia
Learning from Synthetic Human Group Activities. CoRR (2023)
Che-Jui Chang, Samuel S. Sohn, Sen Zhang, Rajath Jayashankar, Muhammad Usman, Mubbasir Kapadia
The Importance of Multimodal Emotion Conditioning and Affect Consistency for Embodied Conversational Agents. CoRR (2023)
Che-Jui Chang, Samuel S. Sohn, Sen Zhang, Rajath Jayashankar, Muhammad Usman, Mubbasir Kapadia
The Importance of Multimodal Emotion Conditioning and Affect Consistency for Embodied Conversational Agents. IUI (2023)
Seonghyeon Moon, Samuel S. Sohn, Honglu Zhou, Sejong Yoon, Vladimir Pavlovic, Muhammad Haris Khan, Mubbasir Kapadia
HMFS: Hybrid Masking for Few-Shot Segmentation. CoRR (2022)
Samuel S. Sohn, Mihee Lee, Seonghyeon Moon, Gang Qiao, Muhammad Usman, Sejong Yoon, Vladimir Pavlovic, Mubbasir Kapadia
A2X: An end-to-end framework for assessing agent and environment interactions in multimodal human trajectory prediction. Comput. Graph. 106 (2022)
Mihee Lee, Samuel S. Sohn, Seonghyeon Moon, Sejong Yoon, Mubbasir Kapadia, Vladimir Pavlovic
MUSE-VAE: Multi-Scale VAE for Environment-Aware Long Term Trajectory Prediction. CVPR (2022)
Seonghyeon Moon, Samuel S. Sohn, Honglu Zhou, Sejong Yoon, Vladimir Pavlovic, Muhammad Haris Khan, Mubbasir Kapadia
MSI: Maximize Support-Set Information for Few-Shot Segmentation. CoRR (2022)
Nathan Tsoi, Alec Xiang, Peter Yu, Samuel S. Sohn, Greg Schwartz, Subashri Ramesh, Mohamed Hussein, Anjali W. Gupta, Mubbasir Kapadia, Marynel Vázquez
SEAN 2.0: Formalizing and Generating Social Situations for Robot Navigation. IEEE Robotics Autom. Lett. 7 (4) (2022)
Honglu Zhou, Advith Chegu, Samuel S. Sohn, Zuohui Fu, Gerard de Melo, Mubbasir Kapadia
D-HYPR: Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning. CIKM (2022)
Samuel S. Sohn, Seonghyeon Moon, Honglu Zhou, Mihee Lee, Sejong Yoon, Vladimir Pavlovic, Mubbasir Kapadia
Harnessing Fourier Isovists and Geodesic Interaction for Long-Term Crowd Flow Prediction. IJCAI (2022)
Serena De Stefani, Samuel S. Sohn, Adeeb Kabir, Mubbasir Kapadia, Jacob Feldman
How Optimal is Too Optimal? Expectations About Performance in the Traveling Salesman Problem. CogSci (2022)
Seonghyeon Moon, Samuel S. Sohn, Honglu Zhou, Sejong Yoon, Vladimir Pavlovic, Muhammad Haris Khan, Mubbasir Kapadia
HM: Hybrid Masking for Few-Shot Segmentation. ECCV (20) (2022)
Gang Qiao, Kaidong Hu, Seonghyeon Moon, Samuel S. Sohn, Sejong Yoon, Mubbasir Kapadia, Vladimir Pavlovic
An Information-Theoretic Approach for Estimating Scenario Generalization in Crowd Motion Prediction. CoRR (2022)
Mihee Lee, Samuel S. Sohn, Seonghyeon Moon, Sejong Yoon, Mubbasir Kapadia, Vladimir Pavlovic
MUSE-VAE: Multi-Scale VAE for Environment-Aware Long Term Trajectory Prediction. CoRR (2022)
Samuel S. Sohn, Panagiotis Mavros, Mubbasir Kapadia, Christoph Hölscher
A Computational Method for the Classification of Mental Representations of Objects in 3D Space (Short Paper). COSIT (2022)
Serena De Stefani, Samuel S. Sohn, Adeeb Kabir, Mubbasir Kapadia, Jacob Feldman
The Interplay Between Local and Global Strategies in Navigational Decisions. CogSci (2021)
Rohit Kumar Dubey, Samuel S. Sohn, Jimmy Abualdenien, Tyler Thrash, Christoph Hoelscher, André Borrmann, Mubbasir Kapadia
SNAP: Successor Entropy based Incremental Subgoal Discovery for Adaptive Navigation. MIG (2021)
Samuel S. Sohn, Mihee Lee, Seonghyeon Moon, Gang Qiao, Muhammad Usman, Sejong Yoon, Vladimir Pavlovic, Mubbasir Kapadia
A2X: An Agent and Environment Interaction Benchmark for Multimodal Human Trajectory Prediction. MIG (2021)
Honglu Zhou, Advith Chegu, Samuel S. Sohn, Mubbasir Kapadia
Investigating Neighborhood Modeling and Asymmetry Preservation in Digraph Representation Learning. CoRR (2021)
Samuel S. Sohn, Honglu Zhou, Seonghyeon Moon, Sejong Yoon, Vladimir Pavlovic, Mubbasir Kapadia
Laying the Foundations of Deep Long-Term Crowd Flow Prediction. ECCV (29) (2020)
Mubbasir Kapadia, Carlos Manuel Muñiz, Samuel S. Sohn, Ye Pan, Sasha Schriber, Kenny Mitchell, Markus H. Gross
JUNGLE: An Interactive Visual Platform for Collaborative Creation and Consumption of Nonlinear Transmedia Stories. ICIDS (2019)
Katie Watson, Samuel S. Sohn, Sasha Schriber, Markus Gross, Carlos Manuel Muñiz, Mubbasir Kapadia
StoryPrint: an interactive visualization of stories. IUI (2019)
Samuel S. Sohn, Seonghyeon Moon, Honglu Zhou, Sejong Yoon, Vladimir Pavlovic, Mubbasir Kapadia
Deep Crowd-Flow Prediction in Built Environments. CoRR (2019)
Rohit Kumar Dubey, Samuel S. Sohn, Christoph Hoelscher, Mubbasir Kapadia
Fusion-Based Wayfinding Prediction Model for Multiple Information Sources. FUSION (2019)
Rohit Kumar Dubey, Samuel S. Sohn, Christoph Hoelscher, Mubbasir Kapadia
Cognitive Agent Based Simulation Model For Improving Disaster Response Procedures. CoRR (2019)
Rohit Kumar Dubey, Samuel S. Sohn, Tyler Thrash, Christoph Hoelscher, Mubbasir Kapadia
Identifying Indoor Navigation Landmarks Using a Hierarchical Multi-Criteria Decision Framework. MIG (2019)
Xinyi Wang, Samuel S. Sohn, Mubbasir Kapadia
Towards a Conversational Interface for Authoring Intelligent Virtual Characters. IVA (2019)
Samuel S. Sohn, Serena De Stefani, Mubbasir Kapadia
Dynamic cognitive maps for agent landmark navigation in unseen environments. MIG (2018)
Serena De Stefani, Samuel S. Sohn, Jacob Feldman, Mubbasir Kapadia, Peter C. Pantelis
Efficiency in Solving the Traveling Salesman Problem as Predictor of Perceived Humanness. CogSci (2018)
Samuel S. Sohn, Xun Zhang, Fernando Geraci, Mubbasir Kapadia
An Emotionally Aware Embodied Conversational Agent. AAMAS (2018)
Samuel S. Sohn, Serena De Stefani, Mubbasir Kapadia
Investigating the Role of Memory in Navigating Unseen Environments using Cognitive Maps. AAMAS (2018)