Dynamic neural networks: A survey Y Han, G Huang, S Song, L Yang, H Wang, Y Wang IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 | 570 | 2021 |
Not all images are worth 16x16 words: Dynamic transformers for efficient image recognition Y Wang, R Huang, S Song, Z Huang, G Huang Advances in Neural Information Processing Systems (NeurIPS) 2021, 11960-11973, 2021 | 202* | 2021 |
Implicit semantic data augmentation for deep networks Y Wang, X Pan, S Song, H Zhang, G Huang, C Wu Advances in Neural Information Processing Systems 32, 2019 | 193 | 2019 |
MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition S Li, K Gong, CH Liu, Y Wang, F Qiao, X Cheng IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021, 2021 | 148 | 2021 |
Regularizing deep networks with semantic data augmentation Y Wang, G Huang, S Song, X Pan, Y Xia, C Wu IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 44 (7 …, 2021 | 140 | 2021 |
Glance and focus: a dynamic approach to reducing spatial redundancy in image classification Y Wang, K Lv, R Huang, S Song, L Yang, G Huang Advances in Neural Information Processing Systems (NeurIPS) 2020, 2432-2444, 2020 | 140 | 2020 |
Transferable Semantic Augmentation for Domain Adaptation S Li, M Xie, K Gong, CH Liu, Y Wang, W Li IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021, 2021 | 117 | 2021 |
Adaptive Focus for Efficient Video Recognition Y Wang, Z Chen, H Jiang, S Song, Y Han, G Huang IEEE/CVF International Conference on Computer Vision (ICCV) 2021, 16229-16238, 2021 | 93 | 2021 |
Revisiting Locally Supervised Learning: an Alternative to End-to-end Training Y Wang, Z Ni, S Song, L Yang, G Huang International Conference on Learning Representations (ICLR) 2021, 2021 | 78 | 2021 |
CondenseNet V2: Sparse Feature Reactivation for Deep Networks L Yang, H Jiang, R Cai, Y Wang, S Song, G Huang, Q Tian IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021, 2021 | 50 | 2021 |
AdaFocus V2: End-to-End Training of Spatial Dynamic Networks for Video Recognition Y Wang, Y Yue, Y Lin, H Jiang, Z Lai, V Kulikov, N Orlov, H Shi, G Huang IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022, 2021 | 48 | 2021 |
Adaptive Rotated Convolution for Rotated Object Detection Y Pu, Y Wang, Z Xia, Y Han, Y Wang, W Gan, Z Wang, S Song, G Huang IEEE/CVF International Conference on Computer Vision (ICCV) 2023, 2023 | 42 | 2023 |
Logistics-aware manufacturing service collaboration optimisation towards industrial internet platform Y Wang, Y Zhang, F Tao, T Chen, Y Cheng, S Yang International Journal of Production Research 57 (12), 4007-4026, 2019 | 38 | 2019 |
Meta-semi: A meta-learning approach for semi-supervised learning Y Wang, J Guo, S Song, G Huang arXiv preprint arXiv:2007.02394, 2020 | 35 | 2020 |
Glance and Focus Networks for Dynamic Visual Recognition G Huang*, Y Wang* (*equal contribution), K Lv, H Jiang, W Huang, P Qi, ... IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 | 29 | 2022 |
Fault detection and isolation for Unmanned Aerial Vehicle sensors by using extended PMI filter D Guo, Y Wang, M Zhong, Y Zhao IFAC-PapersOnLine 51 (24), 818-823, 2018 | 27 | 2018 |
Making the best of both worlds: A domain-oriented transformer for unsupervised domain adaptation W Ma, J Zhang, S Li, CH Liu, Y Wang, W Li Proceedings of the 30th ACM International Conference on Multimedia, 5620-5629, 2022 | 26* | 2022 |
Dynamic Perceiver for Efficient Visual Recognition Y Han, D Han, Z Liu, Y Wang, X Pan, Y Pu, C Deng, J Feng, S Song, ... IEEE/CVF International Conference on Computer Vision (ICCV) 2023, 2023 | 23 | 2023 |
EfficientTrain: Exploring Generalized Curriculum Learning for Training Visual Backbones Y Wang, Y Yue, R Lu, T Liu, Z Zhong, S Song, G Huang IEEE/CVF International Conference on Computer Vision (ICCV) 2023, 2022 | 17 | 2022 |
Dynamic spatial focus for efficient compressed video action recognition Z Zheng, L Yang, Y Wang, M Zhang, L He, G Huang, F Li IEEE Transactions on Circuits and Systems for Video Technology, 2023 | 14 | 2023 |