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Semantic Text-to-Face GAN -ST^2FG


Jul 22, 2021
Manan Oza, Sukalpa Chanda, David Doermann

* arXiv admin note: text overlap with arXiv:2010.12136 by other authors 

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Two-Stream Consensus Network: Submission to HACS Challenge 2021 Weakly-Supervised Learning Track


Jul 11, 2021
Yuanhao Zhai, Le Wang, David Doermann, Junsong Yuan

* Second place solution to the HACS Weakly-Supervised Temporal Action Localization Challenge 2021. arXiv admin note: text overlap with arXiv:2010.11594 

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Cogradient Descent for Dependable Learning


Jun 20, 2021
Runqi Wang, Baochang Zhang, Li'an Zhuo, Qixiang Ye, David Doermann

* arXiv admin note: substantial text overlap with arXiv:2006.09142 

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Oriented Object Detection with Transformer


Jun 06, 2021
Teli Ma, Mingyuan Mao, Honghui Zheng, Peng Gao, Xiaodi Wang, Shumin Han, Errui Ding, Baochang Zhang, David Doermann


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Probabilistic Ranking-Aware Ensembles for Enhanced Object Detections


May 07, 2021
Mingyuan Mao, Baochang Zhang, David Doermann, Jie Guo, Shumin Han, Yuan Feng, Xiaodi Wang, Errui Ding


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Scalable Coverage Path Planning of Multi-Robot Teams for Monitoring Non-Convex Areas


Mar 26, 2021
Leighton Collins, Payam Ghassemi, Ehsan T. Esfahani, David Doermann, Karthik Dantu, Souma Chowdhury

* Accepted for publication in the proceedings of the 2021 IEEE International Conference on Robotics and Automation (ICRA) 

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Multi-UAV Mobile Edge Computing and Path Planning Platform based on Reinforcement Learning


Feb 14, 2021
Huan Chang, Yicheng Chen, Baochang Zhang, David Doermann

* The source code can be found at https://github.com/bczhangbczhang 

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Deformable Gabor Feature Networks for Biomedical Image Classification


Dec 07, 2020
Xuan Gong, Xin Xia, Wentao Zhu, Baochang Zhang, David Doermann, Lian Zhuo

* 9 pages, 6 figures 

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A Review of Recent Advances of Binary Neural Networks for Edge Computing


Nov 24, 2020
Wenyu Zhao, Teli Ma, Xuan Gong, Baochang Zhang, David Doermann


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Binarized Neural Architecture Search for Efficient Object Recognition


Sep 08, 2020
Hanlin Chen, Li'an Zhuo, Baochang Zhang, Xiawu Zheng, Jianzhuang Liu, Rongrong Ji, David Doermann, Guodong Guo

* arXiv admin note: substantial text overlap with arXiv:1911.10862 

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Anti-Bandit Neural Architecture Search for Model Defense


Aug 05, 2020
Hanlin Chen, Baochang Zhang, Song Xue, Xuan Gong, Hong Liu, Rongrong Ji, David Doermann


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iffDetector: Inference-aware Feature Filtering for Object Detection


Jun 23, 2020
Mingyuan Mao, Yuxin Tian, Baochang Zhang, Qixiang Ye, Wanquan Liu, Guodong Guo, David Doermann

* 14 pages, 6 figures 

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Cogradient Descent for Bilinear Optimization


Jun 16, 2020
Li'an Zhuo, Baochang Zhang, Linlin Yang, Hanlin Chen, Qixiang Ye, David Doermann, Guodong Guo, Rongrong Ji

* 9 pages, 6 figures 

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CP-NAS: Child-Parent Neural Architecture Search for Binary Neural Networks


May 17, 2020
Li'an Zhuo, Baochang Zhang, Hanlin Chen, Linlin Yang, Chen Chen, Yanjun Zhu, David Doermann

* 7 pages, 6 figures 

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CP-NAS: Child-Parent Neural Architecture Search for 1-bit CNNs


Apr 30, 2020
Li'an Zhuo, Baochang Zhang, Hanlin Chen, Linlin Yang, Chen Chen, Yanjun Zhu, David Doermann

* 7 pages, 6 figures 

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NAS-Count: Counting-by-Density with Neural Architecture Search


Feb 29, 2020
Yutao Hu, Xiaolong Jiang, Xuhui Liu, Baochang Zhang, Jungong Han, Xianbin Cao, David Doermann


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Binarized Neural Architecture Search


Nov 25, 2019
Hanlin Chen, Li'an Zhuo, Baochang Zhang, Xiawu Zheng, Jianzhuang Liu, David Doermann, Rongrong Ji


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Circulant Binary Convolutional Networks: Enhancing the Performance of 1-bit DCNNs with Circulant Back Propagation


Oct 24, 2019
Chunlei Liu, Wenrui Ding, Xin Xia, Baochang Zhang, Jiaxin Gu, Jianzhuang Liu, Rongrong Ji, David Doermann

* ]Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2019: 2691-2699 
* Published in CVPR2019 

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Towards Optimal Structured CNN Pruning via Generative Adversarial Learning


Mar 22, 2019
Shaohui Lin, Rongrong Ji, Chenqian Yan, Baochang Zhang, Liujuan Cao, Qixiang Ye, Feiyue Huang, David Doermann

* Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 

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Crowd Counting and Density Estimation by Trellis Encoder-Decoder Network


Mar 03, 2019
Xiaolong Jiang, Zehao Xiao, Baochang Zhang, Xiantong Zhen, Xianbin Cao, David Doermann, Ling Shao


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Projection Convolutional Neural Networks for 1-bit CNNs via Discrete Back Propagation


Dec 12, 2018
Jiaxin Gu, Ce Li, Baochang Zhang, Jungong Han, Xianbin Cao, Jianzhuang Liu, David Doermann


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Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression


Dec 11, 2018
Yuchao Li, Shaohui Lin, Baochang Zhang, Jianzhuang Liu, David Doermann, Yongjian Wu, Feiyue Huang, Rongrong Ji


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IOD-CNN: Integrating Object Detection Networks for Event Recognition


Mar 21, 2017
Sungmin Eum, Hyungtae Lee, Heesung Kwon, David Doermann

* submitted to IEEE International Conference on Image Processing 2017 

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SHOE: Supervised Hashing with Output Embeddings


Jan 30, 2015
Sravanthi Bondugula, Varun Manjunatha, Larry S. Davis, David Doermann


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A random forest system combination approach for error detection in digital dictionaries


Oct 30, 2014
Michael Bloodgood, Peng Ye, Paul Rodrigues, David Zajic, David Doermann

* In Proceedings of the Workshop on Innovative Hybrid Approaches to the Processing of Textual Data, pages 78-86, Avignon, France, April 2012. Association for Computational Linguistics 
* 9 pages, 7 figures, 10 tables; appeared in Proceedings of the Workshop on Innovative Hybrid Approaches to the Processing of Textual Data, April 2012 

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Detecting Structural Irregularity in Electronic Dictionaries Using Language Modeling


Oct 29, 2014
Paul Rodrigues, David Zajic, David Doermann, Michael Bloodgood, Peng Ye

* In Proceedings of Electronic Lexicography in the 21st Century (eLex), pages 227-232, Bled, Slovenia, November 2011. Trojina Institute for Applied Slovene Studies 
* 6 pages, 2 figures, 11 tables; appeared in Proceedings of Electronic Lexicography in the 21st Century (eLex), November 2011 

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Correcting Errors in Digital Lexicographic Resources Using a Dictionary Manipulation Language


Oct 28, 2014
David Zajic, Michael Maxwell, David Doermann, Paul Rodrigues, Michael Bloodgood

* In Proceedings of Electronic Lexicography in the 21st Century (eLex), pages 297-301, Bled, Slovenia, November 2011. Trojina Institute for Applied Slovene Studies 
* 5 pages, 3 figures, 1 table; appeared in Proceedings of Electronic Lexicography in the 21st Century (eLex), November 2011 

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