Non-structured DNN weight pruning—Is it beneficial in any platform? X Ma, S Lin, S Ye, Z He, L Zhang, G Yuan, SH Tan, Z Li, D Fan, X Qian, ... IEEE transactions on neural networks and learning systems 33 (9), 4930-4944, 2021 | 104 | 2021 |
Light-weight calibrator: a separable component for unsupervised domain adaptation S Ye, K Wu, M Zhou, Y Yang, SH Tan, K Xu, J Song, C Bao, K Ma Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020 | 33 | 2020 |
Pcnn: Pattern-based fine-grained regular pruning towards optimizing cnn accelerators Z Tan, J Song, X Ma, SH Tan, H Chen, Y Miao, Y Wu, S Ye, Y Wang, D Li, ... 2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020 | 27 | 2020 |
Potential drug discovery for COVID-19 treatment targeting Cathepsin L using a deep learning-based strategy WL Yang, Q Li, J Sun, SH Tan, YH Tang, MM Zhao, YY Li, X Cao, JC Zhao, ... Computational and Structural Biotechnology Journal 20, 2442-2454, 2022 | 21 | 2022 |
An unsupervised deep learning approach for real-world image denoising D Zheng, SH Tan, X Zhang, Z Shi, K Ma, C Bao International Conference on Learning Representations, 2021 | 19 | 2021 |
Non-structured dnn weight pruning considered harmful Y Wang, S Ye, Z He, X Ma, L Zhang, S Lin, G Yuan, SH Tan, Z Li, D Fan, ... arXiv preprint arXiv:1907.02124 2, 2019 | 15 | 2019 |
Brain-inspired reverse adversarial examples S Ye, SH Tan, K Xu, Y Wang, C Bao, K Ma arXiv preprint arXiv:1905.12171, 2019 | 5 | 2019 |
A 400MHz NPU with 7.8TOPS2/W High-PerformanceGuaranteed Efficiency in 55nm for Multi-Mode Pruning and Diverse Quantization Using Pattern-Kernel … Z Tan, SH Tan, JH Lambrechts, Y Zhang, Y Wu, K Ma 2021 IEEE Custom Integrated Circuits Conference (CICC), 1-2, 2021 | 3 | 2021 |
Multi-glimpse network: A robust and efficient classification architecture based on recurrent downsampled attention SH Tan, R Dong, K Ma arXiv preprint arXiv:2111.02018, 2021 | 2 | 2021 |
CORSD: Class-Oriented Relational Self Distillation M Yu, SH Tan, K Wu, R Dong, L Zhang, K Ma ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | | 2023 |