Mubbasir Kapadia

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 134

Top Venues

CoRR

MIG

Comput. Animat. Virtual Worlds

Comput. Graph.

Publications

Alexander Gao, Maurice Chu, Mubbasir Kapadia, Ming C. Lin, Hsueh-Ti Derek Liu
An Intrinsic Vector Heat Network. CoRR (2024)
Che-Jui Chang, Danrui Li, Seonghyeon Moon, Mubbasir Kapadia
On the Equivalency, Substitutability, and Flexibility of Synthetic Data. CoRR (2024)
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)
Hantao Zhao, Tyler Thrash, Fabian Schläfli, Mubbasir Kapadia, Leonel Aguilar Melgar, Dirk Helbing, Christoph Hölscher
Collective Intelligence during Emergency Egress: The Mechanisms Underlying Altruistic Information Exchange. Int. J. Hum. Comput. Interact. 39 (14) (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)
Honglu Zhou, Roberto Martín-Martín, Mubbasir Kapadia, Silvio Savarese, Juan Carlos Niebles
Procedure-Aware Pretraining for Instructional Video Understanding. CoRR (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)
Kaidong Hu, M. Brandon Haworth, Glen Berseth, Vladimir Pavlovic, Petros Faloutsos, Mubbasir Kapadia
Heterogeneous Crowd Simulation Using Parametric Reinforcement Learning. IEEE Trans. Vis. Comput. Graph. 29 (4) (2023)
Honglu Zhou, Roberto Martín-Martín, Mubbasir Kapadia, Silvio Savarese, Juan Carlos Niebles
Procedure-Aware Pretraining for Instructional Video Understanding. CVPR (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)
Muhammad Usman, Honglu Zhou, Seonghyeon Moon, Xun Zhang, Petros Faloutsos, Mubbasir Kapadia
A Multiscale Geospatial Dataset and an Interactive Visualization Dashboard for Computational Epidemiology and Open Scientific Research. IEEE Computer Graphics and Applications 43 (1) (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)
Che-Jui Chang, Sen Zhang, Mubbasir Kapadia
The IVI Lab entry to the GENEA Challenge 2022 - A Tacotron2 Based Method for Co-Speech Gesture Generation With Locality-Constraint Attention Mechanism. ICMI (2022)
Melissa Kremer, Peter Caruana, M. Brandon Haworth, Mubbasir Kapadia, Petros Faloutsos
Automatic estimation of parametric saliency maps (PSMs) for autonomous pedestrians. Comput. Graph. 104 (2022)
Mathew Schwartz, M. Brandon Haworth, Muhammad Usman, Petros Faloutsos, Mubbasir Kapadia
Impact of Manikin Display on Perception of Spatial Planning. SAP (2022)
Vahid Azizi, Muhammad Usman, Honglu Zhou, Petros Faloutsos, Mubbasir Kapadia
Graph-based generative representation learning of semantically and behaviorally augmented floorplans. Vis. Comput. 38 (8) (2022)
Che-Jui Chang, Long Zhao, Sen Zhang, Mubbasir Kapadia
Disentangling audio content and emotion with adaptive instance normalization for expressive facial animation synthesis. Comput. Animat. Virtual Worlds 33 (3-4) (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)
Xun Zhang, Mathew Schwartz, Muhammad Usman, Petros Faloutsos, Mubbasir Kapadia
Optimizing Indoor Navigation Policies For Spatial Distancing. 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)
Malihe Alikhani, Fangda Han, Hareesh Ravi, Mubbasir Kapadia, Vladimir Pavlovic, Matthew Stone
Cross-Modal Coherence for Text-to-Image Retrieval. AAAI (2022)
Honglu Zhou, Asim Kadav, Aviv Shamsian, Shijie Geng, Farley Lai, Long Zhao, Ting Liu, Mubbasir Kapadia, Hans Peter Graf
COMPOSER: Compositional Reasoning of Group Activity in Videos with Keypoint-Only Modality. ECCV (35) (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)
Hareesh Ravi, Kushal Kafle, Scott Cohen, Jonathan Brandt, Mubbasir Kapadia
AESOP: Abstract Encoding of Stories, Objects, and Pictures. ICCV (2021)
Serena De Stefani, Samuel S. Sohn, Adeeb Kabir, Mubbasir Kapadia, Jacob Feldman
The Interplay Between Local and Global Strategies in Navigational Decisions. CogSci (2021)
Muhammad Usman, M. Brandon Haworth, Petros Faloutsos, Mubbasir Kapadia
Simulation-as-a-Service: Analyzing Crowd Movements in Virtual Environments. Comput. Animat. Virtual Worlds 32 (6) (2021)
Honglu Zhou, Asim Kadav, Aviv Shamsian, Shijie Geng, Farley Lai, Long Zhao, Ting Liu, Mubbasir Kapadia, Hans Peter Graf
COMPOSER: Compositional Learning of Group Activity in Videos. CoRR (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)
Honglu Zhou, Asim Kadav, Farley Lai, Alexandru Niculescu-Mizil, Martin Renqiang Min, Mubbasir Kapadia, Hans Peter Graf
Hopper: Multi-hop Transformer for Spatiotemporal Reasoning. ICLR (2021)
Rohit Kumar Dubey, Tyler Thrash, Mubbasir Kapadia, Christoph Hoelscher, Victor R. Schinazi
Information Theoretic Model to Simulate Agent-Signage Interaction for Wayfinding. Cogn. Comput. 13 (1) (2021)
M. Brandon Haworth, Mubbasir Kapadia, Petros Faloutsos
Representative Synthetic Crowds for Inclusive Environment Design. AIVR (2021)
Malihe Alikhani, Fangda Han, Hareesh Ravi, Mubbasir Kapadia, Vladimir Pavlovic, Matthew Stone
Cross-Modal Coherence for Text-to-Image Retrieval. CoRR (2021)
Honglu Zhou, Asim Kadav, Farley Lai, Alexandru Niculescu-Mizil, Martin Renqiang Min, Mubbasir Kapadia, Hans Peter Graf
Hopper: Multi-hop Transformer for Spatiotemporal Reasoning. CoRR (2021)
Glen Berseth, M. Brandon Haworth, Muhammad Usman, Davide Schaumann, Mahyar Khayatkhoei, Mubbasir Kapadia, Petros Faloutsos
Interactive Architectural Design with Diverse Solution Exploration. IEEE Trans. Vis. Comput. Graph. 27 (1) (2021)
Melissa Kremer, M. Brandon Haworth, Mubbasir Kapadia, Petros Faloutsos
Modelling distracted agents in crowd simulations. Vis. Comput. 37 (1) (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)
M. Brandon Haworth, Muhammad Usman, Davide Schaumann, Nilay Chakraborty, Glen Berseth, Petros Faloutsos, Mubbasir Kapadia
Gamification of Crowd-Driven Environment Design. IEEE Computer Graphics and Applications 41 (4) (2021)
Melissa Kremer, Peter Caruana, M. Brandon Haworth, Mubbasir Kapadia, Petros Faloutsos
PSM: Parametric Saliency Maps for Autonomous Pedestrians. MIG (2021)
Long Zhao, Xi Peng, Yuxiao Chen, Mubbasir Kapadia, Dimitris N. Metaxas
Knowledge as Priors: Cross-Modal Knowledge Generalization for Datasets without Superior Knowledge. CoRR (2020)
Vahid Azizi, Muhammad Usman, Honglu Zhou, Petros Faloutsos, Mubbasir Kapadia
Graph-Based Generative Representation Learning of Semantically and Behaviorally Augmented Floorplans. CoRR (2020)
Rohit Kumar Dubey, Wei Ping Khoo, Michal Gath-Morad, Christoph Hölscher, Mubbasir Kapadia
AUTOSIGN: A multi-criteria optimization approach to computer aided design of signage layouts in complex buildings. Comput. Graph. 88 (2020)
Honglu Zhou, Hareesh Ravi, Carlos Manuel Muñiz, Vahid Azizi, Linda Ness, Gerard de Melo, Mubbasir Kapadia
GitEvolve: Predicting the Evolution of GitHub Repositories. CoRR (2020)
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)
Kaidong Hu, Sejong Yoon, Vladimir Pavlovic, Petros Faloutsos, Mubbasir Kapadia
Predicting Crowd Egress and Environment Relationships to Support Building Design Optimization. Comput. Graph. 88 (2020)
Honglu Zhou, Shuyuan Xu, Zuohui Fu, Gerard de Melo, Yongfeng Zhang, Mubbasir Kapadia
HID: Hierarchical Multiscale Representation Learning for Information Diffusion. IJCAI (2020)
Long Zhao, Xi Peng, Yu Tian, Mubbasir Kapadia, Dimitris N. Metaxas
Towards Image-to-Video Translation: A Structure-Aware Approach via Multi-stage Generative Adversarial Networks. Int. J. Comput. Vis. 128 (10) (2020)
M. Brandon Haworth, Glen Berseth, Seonghyeon Moon, Petros Faloutsos, Mubbasir Kapadia
Deep Integration of Physical Humanoid Control and Crowd Navigation. MIG (2020)
Brian Ricks, Andrew Dobson, Athanasios Krontiris, Kostas E. Bekris, Mubbasir Kapadia, Fred S. Roberts
Generation of crowd arrival and destination locations/times in complex transit facilities. Vis. Comput. 36 (8) (2020)
Melissa Kremer, M. Brandon Haworth, Mubbasir Kapadia, Petros Faloutsos
Watch Out! Modelling Pedestrians with Egocentric Distractions. MIG (2020)
Long Zhao, Xi Peng, Yuxiao Chen, Mubbasir Kapadia, Dimitris N. Metaxas
Knowledge As Priors: Cross-Modal Knowledge Generalization for Datasets Without Superior Knowledge. CVPR (2020)
Muhammad Usman, Tien-Chi Lee, Ryhan Moghe, Xun Zhang, Petros Faloutsos, Mubbasir Kapadia
A Social Distancing Index: Evaluating Navigational Policies on Human Proximity using Crowd Simulations. MIG (2020)
Pierre Colombo, Wojciech Witon, Ashutosh Modi, James Kennedy, Mubbasir Kapadia
Affect-Driven Dialog Generation. CoRR (2019)
Pierre Colombo, Wojciech Witon, Ashutosh Modi, James Kennedy, Mubbasir Kapadia
Affect-Driven Dialog Generation. NAACL-HLT (1) (2019)
Pooja Chitkara, Ashutosh Modi, Pravalika Avvaru, Sepehr Janghorbani, Mubbasir Kapadia
Topic Spotting using Hierarchical Networks with Self Attention. CoRR (2019)
Xun Zhang, Davide Schaumann, Petros Faloutsos, Mubbasir Kapadia
Knowledge-Powered Inference of Crowd Behaviors in Semantically Rich Environments. AIIDE (2019)
Long Zhao, Fangda Han, Xi Peng, Xun Zhang, Mubbasir Kapadia, Vladimir Pavlovic, Dimitris N. Metaxas
Cartoonish sketch-based face editing in videos using identity deformation transfer. Comput. Graph. 79 (2019)
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)
Sepehr Janghorbani, Ashutosh Modi, Jakob Buhmann, Mubbasir Kapadia
Domain Authoring Assistant for Intelligent Virtual Agent. AAMAS (2019)
Muhammad Usman, Davide Schaumann, M. Brandon Haworth, Mubbasir Kapadia, Petros Faloutsos
Joint Exploration and Analysis of High-Dimensional Design-Occupancy Templates. MIG (2019)
Katie Watson, Samuel S. Sohn, Sasha Schriber, Markus Gross, Carlos Manuel Muñiz, Mubbasir Kapadia
StoryPrint: an interactive visualization of stories. IUI (2019)
Pooja Chitkara, Ashutosh Modi, Pravalika Avvaru, Sepehr Janghorbani, Mubbasir Kapadia
Topic Spotting using Hierarchical Networks with Self Attention. NAACL-HLT (1) (2019)
Yeyao Zhang, Eleftheria Tsipidi, Sasha Schriber, Mubbasir Kapadia, Markus H. Gross, Ashutosh Modi
Generating Animations from Screenplays. CoRR (2019)
Long Zhao, Xi Peng, Yu Tian, Mubbasir Kapadia, Dimitris N. Metaxas
Semantic Graph Convolutional Networks for 3D Human Pose Regression. CoRR (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)
Gang Qiao, Honglu Zhou, Mubbasir Kapadia, Sejong Yoon, Vladimir Pavlovic
Scenario Generalization of Data-driven Imitation Models in Crowd Simulation. MIG (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)
Xun Zhang, Davide Schaumann, M. Brandon Haworth, Petros Faloutsos, Mubbasir Kapadia
Coupling agent motivations and spatial behaviors for authoring multiagent narratives. Comput. Animat. Virtual Worlds 30 (3-4) (2019)
Gang Qiao, Honglu Zhou, Mubbasir Kapadia, Sejong Yoon, Vladimir Pavlovic
Scenario Generalization of Data-driven Imitation Models in Crowd Simulation. CoRR (2019)
Xinyi Wang, Samuel S. Sohn, Mubbasir Kapadia
Towards a Conversational Interface for Authoring Intelligent Virtual Characters. IVA (2019)
Maayan Shvo, Jakob Buhmann, Mubbasir Kapadia
An Interdependent Model of Personality, Motivation, Emotion, and Mood for Intelligent Virtual Agents. IVA (2019)
Yeyao Zhang, Eleftheria Tsipidi, Sasha Schriber, Mubbasir Kapadia, Markus Gross, Ashutosh Modi
Generating Animations from Screenplays. *SEM@NAACL-HLT (2019)
Muhammad Usman, Davide Schaumann, Brandon Haworth, Mubbasir Kapadia, Petros Faloutsos
Joint Parametric Modeling of Buildings and Crowds for Human-Centric Simulation and Analysis. CAAD Futures (2019)
Maayan Shvo, Jakob Buhmann, Mubbasir Kapadia
Towards Modeling the Interplay of Personality, Motivation, Emotion, and Mood in Social Agents. AAMAS (2019)
Long Zhao, Xi Peng, Yu Tian, Mubbasir Kapadia, Dimitris N. Metaxas
Semantic Graph Convolutional Networks for 3D Human Pose Regression. CVPR (2019)
Sepehr Janghorbani, Ashutosh Modi, Jakob Buhmann, Mubbasir Kapadia
Domain Authoring Assistant for Intelligent Virtual Agents. CoRR (2019)
Glen Berseth, Mahyar Khayatkhoei, M. Brandon Haworth, Muhammad Usman, Mubbasir Kapadia, Petros Faloutsos
Interactive Diversity Optimization of Environments. CoRR (2018)
Samuel S. Sohn, Serena De Stefani, Mubbasir Kapadia
Dynamic cognitive maps for agent landmark navigation in unseen environments. MIG (2018)
Rushit Sanghrajka, Wojciech Witon, Sasha Schriber, Markus H. Gross, Mubbasir Kapadia
Computer-Assisted Authoring for Natural Language Story Scripts. AAAI (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)
Gang Qiao, Sejong Yoon, Mubbasir Kapadia, Vladimir Pavlovic
The Role of Data-Driven Priors in Multi-Agent Crowd Trajectory Estimation. AAAI (2018)
Manuel Braunschweiler, Steven Poulakos, Mubbasir Kapadia, Robert W. Sumner
A Two-Level Planning Framework for Mixed Reality Interactive Narratives with User Engagement. AIVR (2018)
Muhammad Usman, Davide Schaumann, M. Brandon Haworth, Glen Berseth, Mubbasir Kapadia, Petros Faloutsos
Interactive spatial analytics for human-aware building design. MIG (2018)
Marcel Marti, Jodok Vieli, Wojciech Witon, Rushit Sanghrajka, Daniel Inversini, Diana Wotruba, Isabel Simo, Sasha Schriber, Mubbasir Kapadia, Markus H. Gross
CARDINAL: Computer Assisted Authoring of Movie Scripts. IUI (2018)
Hareesh Ravi, Lezi Wang, Carlos Muñiz, Leonid Sigal, Dimitris N. Metaxas, Mubbasir Kapadia
Show Me a Story: Towards Coherent Neural Story Illustration. CVPR (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mubbasir Kapadia