| Multi-View Automatic Target Recognition using Joint Sparse Representation H Zhang, NM Nasrabadi, Y Zhang, TS Huang Aerospace and Electronic Systems, IEEE Transactions on 48 (3), 2481-2497, 2012 | 286 | 2012 |
| Defense Against Adversarial Attacks Using Feature Scattering-based Adversarial Training H Zhang, J Wang NeurIPS 2019, 2019 | 275 | 2019 |
| Close the loop: Joint blind image restoration and recognition with sparse representation prior H Zhang, J Yang, Y Zhang, NM Nasrabadi, TS Huang 2011 International Conference on Computer Vision, 770-777, 2011 | 208 | 2011 |
| Multi-Image Blind Deblurring Using a Coupled Adaptive Sparse Prior H Zhang, D Wipf, Y Zhang CVPR, 2013 | 200 | 2013 |
| Adversarial text generation via feature-mover's distance L Chen, S Dai, C Tao, H Zhang, Z Gan, D Shen, Y Zhang, G Wang, ... Advances in neural information processing systems 31, 2018 | 168 | 2018 |
| Towards Adversarially Robust Object Detection H Zhang, J Wang ICCV 2019, 2019 | 157 | 2019 |
| Bilateral Adversarial Training: Towards Fast Training of More Robust Models Against Adversarial Attacks J Wang, H Zhang ICCV 2019, 2019 | 148 | 2019 |
| Non-local kernel regression for image and video restoration H Zhang, J Yang, Y Zhang, T Huang Computer Vision–ECCV 2010, 566-579, 2010 | 138 | 2010 |
| Revisiting Bayesian blind deconvolution D Wipf, H Zhang Journal of Machine Learning Research (JMLR), 2014 | 136 | 2014 |
| Joint dynamic sparse representation for multi-view face recognition H Zhang, NM Nasrabadi, Y Zhang, TS Huang Pattern Recognition 45 (4), 1290-1298, 2012 | 111 | 2012 |
| Sparse representation based blind image deblurring H Zhang, J Yang, Y Zhang, TS Huang 2011 IEEE International Conference on Multimedia and Expo, 1-6, 2011 | 104 | 2011 |
| Pose-robust face recognition via sparse representation H Zhang, Y Zhang, TS Huang Pattern Recognition 46 (5), 1511-1521, 2013 | 102 | 2013 |
| Improving sequence-to-sequence learning via optimal transport L Chen, Y Zhang, R Zhang, C Tao, Z Gan, H Zhang, B Li, D Shen, C Chen, ... ICLR 2019, 2019 | 97 | 2019 |
| Image and video restorations via nonlocal kernel regression H Zhang, J Yang, Y Zhang, TS Huang IEEE Transactions on cybernetics 43 (3), 1035-1046, 2013 | 92 | 2013 |
| Generative Bayesian image super resolution with natural image prior H Zhang, Y Zhang, H Li, TS Huang IEEE Transactions on Image processing 21 (9), 4054-4067, 2012 | 91 | 2012 |
| Interactive grounded language acquisition and generalization in a 2d world H Yu, H Zhang, W Xu ICLR, 2018 | 82 | 2018 |
| Simultaneous discriminative projection and dictionary learning for sparse representation based classification H Zhang, Y Zhang, TS Huang Pattern Recognition 46 (1), 346-354, 2013 | 82 | 2013 |
| Multi-observation blind deconvolution with an adaptive sparse prior H Zhang, D Wipf, Y Zhang IEEE transactions on pattern analysis and machine intelligence 36 (8), 1628-1643, 2014 | 67 | 2014 |
| Multi-observation visual recognition via joint dynamic sparse representation H Zhang, NM Nasrabadi, Y Zhang, TS Huang 2011 International Conference on Computer Vision, 595-602, 2011 | 66 | 2011 |
| Enhance visual recognition under adverse conditions via deep networks D Liu, B Cheng, Z Wang, H Zhang, TS Huang IEEE Transactions on Image Processing 28 (9), 4401-4412, 2019 | 55 | 2019 |
Thomas S. HuangUniversity of Illinois, Urbana-ChampaignVerified email at ifp.uiuc.edu
