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TASAC: Temporally Abstract Soft Actor-Critic for Continuous Control


Apr 13, 2021
Haonan Yu, Wei Xu, Haichao Zhang

* Work in progress. Code is available at https://github.com/hnyu/tasac 

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Enhanced Gradient for Differentiable Architecture Search


Mar 23, 2021
Haichao Zhang, Kuangrong Hao, Lei Gao, Xuesong Tang, Bing Wei


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MetaView: Few-shot Active Object Recognition


Mar 07, 2021
Wei Wei, Haonan Yu, Haichao Zhang, Wei Xu, Ying Wu


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Optimizing Deep Neural Networks through Neuroevolution with Stochastic Gradient Descent


Dec 21, 2020
Haichao Zhang, Kuangrong Hao, Lei Gao, Bing Wei, Xuesong Tang


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Joint Adversarial Training: Incorporating both Spatial and Pixel Attacks


Jul 31, 2019
Haichao Zhang, Jianyu Wang


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Defense Against Adversarial Attacks Using Feature Scattering-based Adversarial Training


Jul 29, 2019
Haichao Zhang, Jianyu Wang


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Towards Adversarially Robust Object Detection


Jul 24, 2019
Haichao Zhang, Jianyu Wang

* ICCV 2019 

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Improving Sequence-to-Sequence Learning via Optimal Transport


Jan 18, 2019
Liqun Chen, Yizhe Zhang, Ruiyi Zhang, Chenyang Tao, Zhe Gan, Haichao Zhang, Bai Li, Dinghan Shen, Changyou Chen, Lawrence Carin


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Adversarial Text Generation via Feature-Mover's Distance


Sep 17, 2018
Liqun Chen, Shuyang Dai, Chenyang Tao, Dinghan Shen, Zhe Gan, Haichao Zhang, Yizhe Zhang, Lawrence Carin


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Guided Feature Transformation (GFT): A Neural Language Grounding Module for Embodied Agents


Sep 04, 2018
Haonan Yu, Xiaochen Lian, Haichao Zhang, Wei Xu

* CoRL 2018 

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Interactive Grounded Language Acquisition and Generalization in a 2D World


Aug 13, 2018
Haonan Yu, Haichao Zhang, Wei Xu

* ICLR 2018 (Figure 6 caption improved) 

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Interactive Language Acquisition with One-shot Visual Concept Learning through a Conversational Game


Apr 26, 2018
Haichao Zhang, Haonan Yu, Wei Xu

* ACL 2018 

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Enhance Visual Recognition under Adverse Conditions via Deep Networks


Dec 20, 2017
Ding Liu, Bowen Cheng, Zhangyang Wang, Haichao Zhang, Thomas S. Huang


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Listen, Interact and Talk: Learning to Speak via Interaction


May 28, 2017
Haichao Zhang, Haonan Yu, Wei Xu


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A Deep Compositional Framework for Human-like Language Acquisition in Virtual Environment


May 19, 2017
Haonan Yu, Haichao Zhang, Wei Xu


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Non-Uniform Blind Deblurring with a Spatially-Adaptive Sparse Prior


Jun 17, 2013
Haichao Zhang, David Wipf


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Revisiting Bayesian Blind Deconvolution


May 10, 2013
David Wipf, Haichao Zhang

* This paper has been submitted to JMLR. A conference version will appear at EMMCVPR 2013 

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Image Super-Resolution via Sparse Bayesian Modeling of Natural Images


Sep 19, 2012
Haichao Zhang, David Wipf, Yanning Zhang

* 8 figures, 29 pages 

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