Samuel S. Sohn

According to our database, Samuel S. Sohn authored at least 36 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

TrajDiffuse: A Conditional Diffusion Model for Environment-Aware Trajectory Prediction.

Qingze Liu, Danrui Li, Samuel S. Sohn, Sejong Yoon, Mubbasir Kapadia, Vladimir Pavlovic

CoRR, 2024

From Words to Worlds: Transforming One-line Prompt into Immersive Multi-modal Digital Stories with Communicative LLM Agent.

Samuel S. Sohn, Danrui Li, Sen Zhang, Che-Jui Chang, Mubbasir Kapadia

CoRR, 2024

TrajDiffuse: A Conditional Diffusion Model for Environment-Aware Trajectory Prediction.

Qingze Tony Liu, Danrui Li, Samuel S. Sohn, Sejong Yoon, Mubbasir Kapadia, Vladimir Pavlovic

Proceedings of the Pattern Recognition - 27th International Conference, 2024

Learning from Synthetic Human Group Activities.

Che-Jui Chang, Danrui Li, Deep Patel, Parth Goel, Honglu Zhou, Seonghyeon Moon, Samuel S. Sohn, Sejong Yoon, Vladimir Pavlovic, Mubbasir Kapadia

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

The role of latent representations for design space exploration of floorplans.

Vahid Azizi, Muhammad Usman, Samuel S. Sohn, Mathew Schwartz, Seonghyeon Moon, Petros Faloutsos, Mubbasir Kapadia

Simul., November, 2023

Cognitive Path Planning With Spatial Memory Distortion.

Rohit Kumar Dubey, Samuel S. Sohn, Tyler Thrash, Christoph Hölscher, André Borrmann, Mubbasir Kapadia

IEEE Trans. Vis. Comput. Graph., August, 2023

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

CoRR, 2023

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

Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023

Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning.

Honglu Zhou, Advith Chegu, Samuel S. Sohn, Zuohui Fu, Gerard de Melo, Mubbasir Kapadia

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

MSI: Maximize Support-Set Information for Few-Shot Segmentation.

Seonghyeon Moon, Samuel S. Sohn, Honglu Zhou, Sejong Yoon, Vladimir Pavlovic, Muhammad Haris Khan, Mubbasir Kapadia

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

SEAN 2.0: Formalizing and Generating Social Situations for Robot Navigation.

Nathan Tsoi, Alec Xiang, Peter Yu, Samuel S. Sohn, Greg Schwartz, Subashri Ramesh, Mohamed Hussein, Anjali W. Gupta, Mubbasir Kapadia, Marynel Vázquez

IEEE Robotics Autom. Lett., 2022

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

CoRR, 2022

HMFS: Hybrid Masking for Few-Shot Segmentation.

Seonghyeon Moon, Samuel S. Sohn, Honglu Zhou, Sejong Yoon, Vladimir Pavlovic, Muhammad Haris Khan, Mubbasir Kapadia

CoRR, 2022

A2X: An end-to-end framework for assessing agent and environment interactions in multimodal human trajectory prediction.

Samuel S. Sohn, Mihee Lee, Seonghyeon Moon, Gang Qiao, Muhammad Usman, Sejong Yoon, Vladimir Pavlovic, Mubbasir Kapadia

Comput. Graph., 2022

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

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

HM: Hybrid Masking for Few-Shot Segmentation.

Seonghyeon Moon, Samuel S. Sohn, Honglu Zhou, Sejong Yoon, Vladimir Pavlovic, Muhammad Haris Khan, Mubbasir Kapadia

Proceedings of the Computer Vision - ECCV 2022, 2022

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

A Computational Method for the Classification of Mental Representations of Objects in 3D Space (Short Paper).

Samuel S. Sohn, Panagiotis Mavros, Mubbasir Kapadia, Christoph Hölscher

Proceedings of the 15th International Conference on Spatial Information Theory, 2022

How Optimal is Too Optimal? Expectations About Performance in the Traveling Salesman Problem.

Serena De Stefani, Samuel S. Sohn, Adeeb Kabir, Mubbasir Kapadia, Jacob Feldman

Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022

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

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Investigating Neighborhood Modeling and Asymmetry Preservation in Digraph Representation Learning.

Honglu Zhou, Advith Chegu, Samuel S. Sohn, Mubbasir Kapadia

CoRR, 2021

A2X: An Agent and Environment Interaction Benchmark for Multimodal Human Trajectory Prediction.

Samuel S. Sohn, Mihee Lee, Seonghyeon Moon, Gang Qiao, Muhammad Usman, Sejong Yoon, Vladimir Pavlovic, Mubbasir Kapadia

Proceedings of the MIG '21: Motion, 2021

SNAP: Successor Entropy based Incremental Subgoal Discovery for Adaptive Navigation.

Rohit Kumar Dubey, Samuel S. Sohn, Jimmy Abualdenien, Tyler Thrash, Christoph Hoelscher, André Borrmann, Mubbasir Kapadia

Proceedings of the MIG '21: Motion, 2021

The Interplay Between Local and Global Strategies in Navigational Decisions.

Serena De Stefani, Samuel S. Sohn, Adeeb Kabir, Mubbasir Kapadia, Jacob Feldman

Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021

2020

Laying the Foundations of Deep Long-Term Crowd Flow Prediction.

Samuel S. Sohn, Honglu Zhou, Seonghyeon Moon, Sejong Yoon, Vladimir Pavlovic, Mubbasir Kapadia

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Deep Crowd-Flow Prediction in Built Environments.

Samuel S. Sohn, Seonghyeon Moon, Honglu Zhou, Sejong Yoon, Vladimir Pavlovic, Mubbasir Kapadia

CoRR, 2019

Cognitive Agent Based Simulation Model For Improving Disaster Response Procedures.

Rohit Kumar Dubey, Samuel S. Sohn, Christoph Hoelscher, Mubbasir Kapadia

CoRR, 2019

Identifying Indoor Navigation Landmarks Using a Hierarchical Multi-Criteria Decision Framework.

Rohit Kumar Dubey, Samuel S. Sohn, Tyler Thrash, Christoph Hoelscher, Mubbasir Kapadia

Proceedings of the Motion, Interaction and Games, 2019

Towards a Conversational Interface for Authoring Intelligent Virtual Characters.

Xinyi Wang, Samuel S. Sohn, Mubbasir Kapadia

Proceedings of the 19th ACM International Conference on Intelligent Virtual Agents, 2019

StoryPrint: an interactive visualization of stories.

Katie Watson, Samuel S. Sohn, Sasha Schriber, Markus Gross, Carlos Manuel Muñiz, Mubbasir Kapadia

Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019

JUNGLE: An Interactive Visual Platform for Collaborative Creation and Consumption of Nonlinear Transmedia Stories.

Mubbasir Kapadia, Carlos Manuel Muñiz, Samuel S. Sohn, Ye Pan, Sasha Schriber, Kenny Mitchell, Markus H. Gross

Proceedings of the Interactive Storytelling, 2019

Fusion-Based Wayfinding Prediction Model for Multiple Information Sources.

Rohit Kumar Dubey, Samuel S. Sohn, Christoph Hoelscher, Mubbasir Kapadia

Proceedings of the 22th International Conference on Information Fusion, 2019

2018

Dynamic cognitive maps for agent landmark navigation in unseen environments.

Samuel S. Sohn, Serena De Stefani, Mubbasir Kapadia

Proceedings of the 11th Annual International Conference on Motion, Interaction, and Games, 2018

Efficiency in Solving the Traveling Salesman Problem as Predictor of Perceived Humanness.

Serena De Stefani, Samuel S. Sohn, Jacob Feldman, Mubbasir Kapadia, Peter C. Pantelis

Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

An Emotionally Aware Embodied Conversational Agent.

Samuel S. Sohn, Xun Zhang, Fernando Geraci, Mubbasir Kapadia

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

Investigating the Role of Memory in Navigating Unseen Environments using Cognitive Maps.

Samuel S. Sohn, Serena De Stefani, Mubbasir Kapadia

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018