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Spatio-Temporal Graph for Video Captioning with Knowledge Distillation

Mar 31, 2020
Boxiao Pan, Haoye Cai, De-An Huang, Kuan-Hui Lee, Adrien Gaidon, Ehsan Adeli, Juan Carlos Niebles

* CVPR 2020 

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Motion Reasoning for Goal-Based Imitation Learning

Nov 13, 2019
De-An Huang, Yu-Wei Chao, Chris Paxton, Xinke Deng, Li Fei-Fei, Juan Carlos Niebles, Animesh Garg, Dieter Fox


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Regression Planning Networks

Sep 28, 2019
Danfei Xu, Roberto Martín-Martín, De-An Huang, Yuke Zhu, Silvio Savarese, Li Fei-Fei

* Accepted at NeurIPS 2019 

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Imitation Learning for Human Pose Prediction

Sep 08, 2019
Borui Wang, Ehsan Adeli, Hsu-kuang Chiu, De-An Huang, Juan Carlos Niebles

* 10 pages, 7 figures, accepted to ICCV 2019 

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Continuous Relaxation of Symbolic Planner for One-Shot Imitation Learning

Aug 16, 2019
De-An Huang, Danfei Xu, Yuke Zhu, Animesh Garg, Silvio Savarese, Li Fei-Fei, Juan Carlos Niebles

* IROS 2019 

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Procedure Planning in Instructional Videos

Jul 02, 2019
Chien-Yi Chang, De-An Huang, Danfei Xu, Ehsan Adeli, Li Fei-Fei, Juan Carlos Niebles

* 10 pages, 4 figures 

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Neural Task Graphs: Generalizing to Unseen Tasks from a Single Video Demonstration

Mar 06, 2019
De-An Huang, Suraj Nair, Danfei Xu, Yuke Zhu, Animesh Garg, Li Fei-Fei, Silvio Savarese, Juan Carlos Niebles

* CVPR 2019 

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D${}^3$TW: Discriminative Differentiable Dynamic Time Warping for Weakly Supervised Action Alignment and Segmentation

Jan 09, 2019
Chien-Yi Chang, De-An Huang, Yanan Sui, Li Fei-Fei, Juan Carlos Niebles

* 10 pages, 8 figures 

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Action-Agnostic Human Pose Forecasting

Oct 23, 2018
Hsu-kuang Chiu, Ehsan Adeli, Borui Wang, De-An Huang, Juan Carlos Niebles

* Accepted for publication in WACV 2019 

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Learning to Decompose and Disentangle Representations for Video Prediction

Oct 17, 2018
Jun-Ting Hsieh, Bingbin Liu, De-An Huang, Li Fei-Fei, Juan Carlos Niebles


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Visual Forecasting by Imitating Dynamics in Natural Sequences

Aug 19, 2017
Kuo-Hao Zeng, William B. Shen, De-An Huang, Min Sun, Juan Carlos Niebles

* 10 pages, 9 figures, accepted to ICCV 2017 

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Unsupervised Visual-Linguistic Reference Resolution in Instructional Videos

May 20, 2017
De-An Huang, Joseph J. Lim, Li Fei-Fei, Juan Carlos Niebles

* CVPR 2017 

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Unsupervised Learning of Long-Term Motion Dynamics for Videos

Apr 11, 2017
Zelun Luo, Boya Peng, De-An Huang, Alexandre Alahi, Li Fei-Fei

* CVPR 2017 

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Forecasting Interactive Dynamics of Pedestrians with Fictitious Play

Mar 28, 2017
Wei-Chiu Ma, De-An Huang, Namhoon Lee, Kris M. Kitani

* Accepted to CVPR 2017 

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Connectionist Temporal Modeling for Weakly Supervised Action Labeling

Jul 28, 2016
De-An Huang, Li Fei-Fei, Juan Carlos Niebles

* To appear in ECCV 2016 

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Robust Classification by Pre-conditioned LASSO and Transductive Diffusion Component Analysis

Nov 19, 2015
Yanwei Fu, De-An Huang, Leonid Sigal


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