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An Information-Theoretic Approach for Estimating Scenario Generalization in Crowd Motion Prediction


Nov 02, 2022
Gang Qiao, Kaidong Hu, Seonghyeon Moon, Samuel S. Sohn, Sejong Yoon, Mubbasir Kapadia, Vladimir Pavlovic


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HMFS: Hybrid Masking for Few-Shot Segmentation


Mar 24, 2022
Seonghyeon Moon, Samuel S. Sohn, Honglu Zhou, Sejong Yoon, Vladimir Pavlovic, Muhammad Haris Khan, Mubbasir Kapadia

* 13 pages 

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MUSE-VAE: Multi-Scale VAE for Environment-Aware Long Term Trajectory Prediction


Jan 18, 2022
Mihee Lee, Samuel S. Sohn, Seonghyeon Moon, Sejong Yoon, Mubbasir Kapadia, Vladimir Pavlovic


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Investigating Neighborhood Modeling and Asymmetry Preservation in Digraph Representation Learning


Dec 22, 2021
Honglu Zhou, Advith Chegu, Samuel Sohn, Mubbasir Kapadia


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COMPOSER: Compositional Learning of Group Activity in Videos


Dec 11, 2021
Honglu Zhou, Asim Kadav, Aviv Shamsian, Shijie Geng, Farley Lai, Long Zhao, Ting Liu, Mubbasir Kapadia, Hans Peter Graf


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Cross-Modal Coherence for Text-to-Image Retrieval


Sep 22, 2021
Malihe Alikhani, Fangda Han, Hareesh Ravi, Mubbasir Kapadia, Vladimir Pavlovic, Matthew Stone


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Hopper: Multi-hop Transformer for Spatiotemporal Reasoning


Mar 22, 2021
Honglu Zhou, Asim Kadav, Farley Lai, Alexandru Niculescu-Mizil, Martin Renqiang Min, Mubbasir Kapadia, Hans Peter Graf


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Graph-Based Generative Representation Learning of Semantically and Behaviorally Augmented Floorplans


Dec 08, 2020
Vahid Azizi, Muhammad Usman, Honglu Zhou, Petros Faloutsos, Mubbasir Kapadia


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GitEvolve: Predicting the Evolution of GitHub Repositories


Oct 09, 2020
Honglu Zhou, Hareesh Ravi, Carlos M. Muniz, Vahid Azizi, Linda Ness, Gerard de Melo, Mubbasir Kapadia


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Knowledge as Priors: Cross-Modal Knowledge Generalization for Datasets without Superior Knowledge


Apr 01, 2020
Long Zhao, Xi Peng, Yuxiao Chen, Mubbasir Kapadia, Dimitris N. Metaxas

* In CVPR 2020. (15 pages including supplementary material) 

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