| Bi-real net: Enhancing the performance of 1-bit cnns with improved representational capability and advanced training algorithm Z Liu, B Wu, W Luo, X Yang, W Liu, KT Cheng Proceedings of the European conference on computer vision (ECCV), 722-737, 2018 | 666 | 2018 |
| Metapruning: Meta learning for automatic neural network channel pruning Z Liu, H Mu, X Zhang, Z Guo, X Yang, KT Cheng, J Sun Proceedings of the IEEE/CVF international conference on computer vision …, 2019 | 505 | 2019 |
| Joint segment-level and pixel-wise losses for deep learning based retinal vessel segmentation Z Yan, X Yang, KT Cheng IEEE Transactions on Biomedical Engineering 65 (9), 1912-1923, 2018 | 447 | 2018 |
| A three-stage deep learning model for accurate retinal vessel segmentation Z Yan, X Yang, KT Cheng IEEE journal of Biomedical and Health Informatics 23 (4), 1427-1436, 2018 | 350 | 2018 |
| Haoyuan Mu, Xiangyu Zhang, Zichao Guo, Xin Yang, Kwang-Ting Cheng, and Jian Sun. Metapruning: Meta learning for automatic neural network channel pruning Z Liu Proceedings of the IEEE/CVF international conference on computer vision …, 2019 | 253 | 2019 |
| Attention concatenation volume for accurate and efficient stereo matching G Xu, J Cheng, P Guo, X Yang Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022 | 241 | 2022 |
| Local difference binary for ultrafast and distinctive feature description X Yang, KTT Cheng IEEE transactions on pattern analysis and machine intelligence 36 (1), 188-194, 2013 | 204 | 2013 |
| LDB: An ultra-fast feature for scalable augmented reality on mobile devices X Yang, KT Cheng 2012 IEEE international symposium on mixed and augmented reality (ISMAR), 49-57, 2012 | 203 | 2012 |
| Automated diagnosis of prostate cancer in multi-parametric MRI based on multimodal convolutional neural networks MH Le, J Chen, L Wang, Z Wang, W Liu, KTT Cheng, X Yang Physics in Medicine & Biology 62 (16), 6497, 2017 | 182 | 2017 |
| Iterative geometry encoding volume for stereo matching G Xu, X Wang, X Ding, X Yang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 175 | 2023 |
| Automated detection of clinically significant prostate cancer in mp-MRI images based on an end-to-end deep neural network Z Wang, C Liu, D Cheng, L Wang, X Yang, KT Cheng IEEE transactions on medical imaging 37 (5), 1127-1139, 2018 | 163 | 2018 |
| Deeply-supervised networks with threshold loss for cancer detection in automated breast ultrasound Y Wang, N Wang, M Xu, J Yu, C Qin, X Luo, X Yang, T Wang, A Li, D Ni IEEE transactions on medical imaging 39 (4), 866-876, 2019 | 162 | 2019 |
| Co-trained convolutional neural networks for automated detection of prostate cancer in multi-parametric MRI X Yang, C Liu, Z Wang, J Yang, H Le Min, L Wang, KTT Cheng Medical image analysis 42, 212-227, 2017 | 162 | 2017 |
| Variation-aware federated learning with multi-source decentralized medical image data Z Yan, J Wicaksana, Z Wang, X Yang, KT Cheng IEEE Journal of Biomedical and Health Informatics 25 (7), 2615-2628, 2020 | 121 | 2020 |
| Bi-real net: Binarizing deep network towards real-network performance Z Liu, W Luo, B Wu, X Yang, W Liu, KT Cheng International Journal of Computer Vision 128, 202-219, 2020 | 110 | 2020 |
| Act: An autonomous drone cinematography system for action scenes C Huang, F Gao, J Pan, Z Yang, W Qiu, P Chen, X Yang, S Shen, ... 2018 ieee international conference on robotics and automation (icra), 7039-7046, 2018 | 92 | 2018 |
| Sketch guided and progressive growing GAN for realistic and editable ultrasound image synthesis J Liang, X Yang, Y Huang, H Li, S He, X Hu, Z Chen, W Xue, J Cheng, ... Medical image analysis 79, 102461, 2022 | 78 | 2022 |
| Fast depth prediction and obstacle avoidance on a monocular drone using probabilistic convolutional neural network X Yang, J Chen, Y Dang, H Luo, Y Tang, C Liao, P Chen, KT Cheng IEEE Transactions on Intelligent Transportation Systems 22 (1), 156-167, 2019 | 75 | 2019 |
| Generalizable cross-modality medical image segmentation via style augmentation and dual normalization Z Zhou, L Qi, X Yang, D Ni, Y Shi Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022 | 72 | 2022 |
| A skeletal similarity metric for quality evaluation of retinal vessel segmentation Z Yan, X Yang, KT Cheng IEEE transactions on medical imaging 37 (4), 1045-1057, 2017 | 69 | 2017 |
Kwang-Ting (Tim) ChengChair Professor of ECE and CSE, HKUSTVerified email at ust.hk
