Dean Huang(黃德安)

NVIDIA

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My recent research interests focus on human activity analysis and video understanding.

AWARDS AND HONORS
Lam Research Thesis Award, Lam Research Corporation, Taiwan, 2012.

Papers44 papers

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Spatio-Temporal Graph for Video Captioning with Knowledge Distillation

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

CVPR, pp.10867-10876, (2020)

EIBibtex

D3TW: Discriminative Differentiable Dynamic Time Warping for Weakly Supervised Action Alignment and Segmentation

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

CVPR, (2019)

Cited by30EIBibtex

Motion Reasoning for Goal-Based Imitation Learning

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

ICRA, pp.4878-4884, (2019)

EIBibtex

Procedure Planning in Instructional Videos

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

european conference on computer vision, pp.334-350, (2019)

Cited by3Bibtex

Imitation Learning for Human Pose Prediction

Borui Wang,Ehsan Adeli, Hsu-Kuang Chiu,De-An Huang,Juan Carlos Niebles

ICCV, pp.7123-7132, (2019)

Cited by5EIBibtex

Imitation Learning for Human Pose Prediction

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

international conference on computer vision, pp.7124-7133, (2019)

Cited by5Bibtex

Continuous Relaxation of Symbolic Planner for One-Shot Imitation Learning

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

IROS, pp.2635-2642, (2019)

Cited by7EIBibtex

Regression Planning Networks

Danfei Xu, Roberto Martín-Martín,De-An Huang,Yuke Zhu,Silvio Savarese,Li F. Fei-Fei

NeurIPS, pp.1317-1327, (2019)

EIBibtex

Regression Planning Networks

Danfei Xu,De-An Huang,Yuke Zhu, Roberto Martín-Martín, Silvio Savarese,Li F. Fei-Fei

NeurIPS, (2019)

Cited by2Bibtex

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

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

Computer Vision and Pattern Recognition, pp.3546-3555, (2019)

Cited by18Bibtex

Action-Agnostic Human Pose Forecasting

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

workshop on applications of computer vision, (2019)

Cited by20EIBibtex

Regression Planning Networks

Danfei Xu, Roberto Martin-Martin,De-An Huang,Yuke Zhu,Silvio Savarese,Li Fei-Fei

ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019), (2019)

Bibtex

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

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

computer vision and pattern recognition, (2019)

Cited by35EIBibtex

What Makes a Video a Video: Analyzing Temporal Information in Video Understanding Models and Datasets

De-An Huang,Vignesh Ramanathan,Dhruv Mahajan,Lorenzo Torresani, Manohar Paluri,Li Fei-Fei,Juan Carlos Niebles

CVPR, pp.7366-7375, (2018)

Cited by43EIBibtex

Learning to Decompose and Disentangle Representations for Video Prediction

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

ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018), (2018): 517-526

Cited by61EIBibtex

Neural Graph Matching Networks for Fewshot 3D Action Recognition

Michelle Guo, Edward Chou,De-An Huang,Shuran Song,Serena Yeung,Li Fei-Fei

ECCV, pp.673-689, (2018)

Cited by30EIBibtex

Dynamic Task Prioritization for Multitask Learning

Michelle Guo,Albert Haque,De-An Huang,Serena Yeung,Li Fei-Fei

ECCV, pp.282-299, (2018)

Cited by36EIBibtex

Temporal Modular Networks for Retrieving Complex Compositional Activities in Videos

Bingbin Liu,Serena Yeung, Edward Chou,De-An Huang,Li Fei-Fei,Juan Carlos Niebles

ECCV, pp.569-586, (2018)

Cited by24EIBibtex

Finding "It": Weakly-Supervised Reference-Aware Visual Grounding in Instructional Videos

De-An Huang, Shyamal Buch, Lucio M. Dery,Animesh Garg,Li Fei-Fei,Juan Carlos Niebles

CVPR, pp.5948-5957, (2018)

Cited by28EIBibtex

Unsupervised Learning of Long-Term Motion Dynamics for Videos

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

CVPR, (2017)

Cited by105EIBibtex

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Dean Huang(黃德安)Binding

Papers44 papers

Dean Huang(黃德安)