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EH-DNAS: End-to-End Hardware-aware Differentiable Neural Architecture Search


Nov 24, 2021
Qian Jiang, Xiaofan Zhang, Deming Chen, Minh N. Do, Raymond A. Yeh

* 8 pages, 5 figures 

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Multimodal Unrolled Robust PCA for Background Foreground Separation


Aug 13, 2021
Spencer Markowitz, Corey Snyder, Yonina C. Eldar, Minh N. Do


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Inverting Adversarially Robust Networks for Image Synthesis


Jun 13, 2021
Renan A. Rojas-Gomez, Raymond A. Yeh, Minh N. Do, Anh Nguyen


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Multimodal fusion using sparse CCA for breast cancer survival prediction


Mar 09, 2021
Vaishnavi Subramanian, Tanveer Syeda-Mahmood, Minh N. Do

* Accepted for poster presentation at International Symposium on Biomedical Imaging (ISBI) 2021. 4 pages, 1 figure, 4 tables 

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Multimodal fusion of imaging and genomics for lung cancer recurrence prediction


Feb 05, 2020
Vaishnavi Subramanian, Minh N. Do, Tanveer Syeda-Mahmood

* Accepted for presentation at International Symposium on Biomedical Imaging (ISBI) 2020 (Iowa City). 5 pages, last page references 

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Dense 3D Reconstruction for Visual Tunnel Inspection using Unmanned Aerial Vehicle


Nov 09, 2019
Ramanpreet Singh Pahwa, Kennard Yanting Chan, Jiamin Bai, Vincensius Billy Saputra, Minh N. Do, Shaohui Foong

* IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2019 
* 8 pages, 12 figures 

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Locally-Consistent Deformable Convolution Networks for Fine-Grained Action Detection


Nov 22, 2018
Khoi-Nguyen C. Mac, Dhiraj Joshi, Raymond A. Yeh, Jinjun Xiong, Rogerio S. Feris, Minh N. Do


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Feature-less Stitching of Cylindrical Tunnel


Jun 27, 2018
Ramanpreet Singh Pahwa, Wei Kiat Leong, Shaohui Foong, Karianto Leman, Minh N. Do

* 6 pages 

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Rotation Equivariance and Invariance in Convolutional Neural Networks


May 31, 2018
Benjamin Chidester, Minh N. Do, Jian Ma


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Interpretable and Globally Optimal Prediction for Textual Grounding using Image Concepts


Mar 29, 2018
Raymond A. Yeh, Jinjun Xiong, Wen-mei W. Hwu, Minh N. Do, Alexander G. Schwing

* Accepted to NIPS 2017 

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Unsupervised Textual Grounding: Linking Words to Image Concepts


Mar 29, 2018
Raymond A. Yeh, Minh N. Do, Alexander G. Schwing

* Accepted to CVPR 2018 

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Tracking objects using 3D object proposals


Dec 19, 2017
Ramanpreet Singh Pahwa, Tian Tsong Ng, Minh N. Do

* 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) 
* 4 pages, 4 figures, published in APSIPA 2017 

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Locating 3D Object Proposals: A Depth-Based Online Approach


Sep 08, 2017
Ramanpreet Singh Pahwa, Jiangbo Lu, Nianjuan Jiang, Tian Tsong Ng, Minh N. Do

* IEEE Transactions on Circuits and Systems for Video Technology, 2016 
* 14 pages, 12 figures, journal 

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Calibration of depth cameras using denoised depth images


Sep 08, 2017
Ramanpreet Singh Pahwa, Minh N. Do, Tian Tsong Ng, Binh-Son Hua

* 2014 IEEE International Conference on Image Processing (ICIP), Paris, 2014, pp. 3459-3463 
* 5 pages, 3 figures, conference 

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Semantic Image Inpainting with Deep Generative Models


Jul 13, 2017
Raymond A. Yeh, Chen Chen, Teck Yian Lim, Alexander G. Schwing, Mark Hasegawa-Johnson, Minh N. Do


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Matrix Product State for Higher-Order Tensor Compression and Classification


Sep 15, 2016
Johann A. Bengua, Ho N. Phien, Hoang D. Tuan, Minh N. Do

* 12 pages, 4 figures 

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Concatenated image completion via tensor augmentation and completion


Jul 14, 2016
Johann A. Bengua, Hoang D. Tuan, Ho N. Phien, Minh N. Do

* 7 pages, 6 figures, submitted to ICSPCS 2016 

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DASC: Robust Dense Descriptor for Multi-modal and Multi-spectral Correspondence Estimation


Apr 27, 2016
Seungryong Kim, Dongbo Min, Bumsub Ham, Minh N. Do, Kwanghoon Sohn


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Matrix Product State for Feature Extraction of Higher-Order Tensors


Jan 20, 2016
Johann A. Bengua, Ho N. Phien, Hoang D. Tuan, Minh N. Do

* 10 pages, 3 figures, updated introduction, submitted to IEEE Transactions on Signal Processing 

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Weakly Supervised Fine-Grained Image Categorization


Apr 20, 2015
Yu Zhang, Xiu-shen Wei, Jianxin Wu, Jianfei Cai, Jiangbo Lu, Viet-Anh Nguyen, Minh N. Do

* An extended version in IEEE Trans Image Processing, 25(4), 2016: pp. 1713-1725 

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