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Energy-Based Generative Cooperative Saliency Prediction


Jun 25, 2021
Jing Zhang, Jianwen Xie, Zilong Zheng, Nick Barnes


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Learning Triadic Belief Dynamics in Nonverbal Communication from Videos


Apr 07, 2021
Lifeng Fan, Shuwen Qiu, Zilong Zheng, Tao Gao, Song-Chun Zhu, Yixin Zhu

* CVPR2021, Oral 

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Learning Cycle-Consistent Cooperative Networks via Alternating MCMC Teaching for Unsupervised Cross-Domain Translation


Mar 07, 2021
Jianwen Xie, Zilong Zheng, Xiaolin Fang, Song-Chun Zhu, Ying Nian Wu

* The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI) 2021 

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Learning Energy-Based Model with Variational Auto-Encoder as Amortized Sampler


Dec 29, 2020
Jianwen Xie, Zilong Zheng, Ping Li


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Generative VoxelNet: Learning Energy-Based Models for 3D Shape Synthesis and Analysis


Dec 25, 2020
Jianwen Xie, Zilong Zheng, Ruiqi Gao, Wenguan Wang, Song-Chun Zhu, Ying Nian Wu

* 16 pages. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2020. arXiv admin note: substantial text overlap with arXiv:1804.00586 

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Joint Inference of States, Robot Knowledge, and Human (False-)Beliefs


Apr 25, 2020
Tao Yuan, Hangxin Liu, Lifeng Fan, Zilong Zheng, Tao Gao, Yixin Zhu, Song-Chun Zhu

* Accepted to ICRA 2020 

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Generative PointNet: Energy-Based Learning on Unordered Point Sets for 3D Generation, Reconstruction and Classification


Apr 02, 2020
Jianwen Xie, Yifei Xu, Zilong Zheng, Song-Chun Zhu, Ying Nian Wu


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Motion-Based Generator Model: Unsupervised Disentanglement of Appearance, Trackable and Intrackable Motions in Dynamic Patterns


Nov 26, 2019
Jianwen Xie, Ruiqi Gao, Zilong Zheng, Song-Chun Zhu, Ying Nian Wu

* The Thirty-Fourth AAAI Conference on Artificial Intelligence 2020 

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Reasoning Visual Dialogs with Structural and Partial Observations


May 28, 2019
Zilong Zheng, Wenguan Wang, Siyuan Qi, Song-Chun Zhu

* CVPR 2019 Oral paper 

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Multimodal Conditional Learning with Fast Thinking Policy-like Model and Slow Thinking Planner-like Model


Feb 07, 2019
Jianwen Xie, Zilong Zheng, Xiaolin Fang, Song-Chun Zhu, Ying Nian Wu


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Learning Dynamic Generator Model by Alternating Back-Propagation Through Time


Dec 27, 2018
Jianwen Xie, Ruiqi Gao, Zilong Zheng, Song-Chun Zhu, Ying Nian Wu

* The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI) 2019 
* 10 pages 

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Learning Descriptor Networks for 3D Shape Synthesis and Analysis


Apr 02, 2018
Jianwen Xie, Zilong Zheng, Ruiqi Gao, Wenguan Wang, Song-Chun Zhu, Ying Nian Wu

* CVPR 2018 

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