Learning efficient convolutional networks through network slimming Z Liu, J Li, Z Shen, G Huang, S Yan, C Zhang IEEE International Conference on Computer Vision (ICCV) 2017, 2017 | 2799 | 2017 |
Dsod: Learning deeply supervised object detectors from scratch Z Shen, Z Liu, J Li, YG Jiang, Y Chen, X Xue IEEE International Conference on Computer Vision (ICCV) 2017, 2017 | 863* | 2017 |
ReActNet: Towards Precise Binary Neural Network with Generalized Activation Functions Z Liu, Z Shen, M Savvides, KT Cheng European Conference on Computer Vision (ECCV), 2020, 2020 | 355 | 2020 |
Multiple granularity descriptors for fine-grained categorization D Wang, Z Shen, J Shao, W Zhang, X Xue, Z Zhang IEEE International Conference on Computer Vision (ICCV) 2015, 2399-2406, 2015 | 258 | 2015 |
Semantic Relation Reasoning for Shot-Stable Few-Shot Object Detection C Zhu, F Chen, U Ahmed, Z Shen, M Savvides IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021, 2021 | 187 | 2021 |
TS2C: Tight Box Mining with Surrounding Segmentation Context for Weakly Supervised Object Detection Y Wei, Z Shen, B Cheng, H Shi, J Xiong, J Feng, T Huang European Conference on Computer Vision (ECCV), 2018, 2018 | 182 | 2018 |
Soft anchor-point object detection C Zhu, F Chen, Z Shen, M Savvides European Conference on Computer Vision (ECCV), 2020, 2020 | 181 | 2020 |
Weakly Supervised Dense Video Captioning Z Shen, J Li, Z Su, M Li, Y Chen, YG Jiang, X Xue Computer Vision and Pattern Recognition (CVPR), 2017 IEEE Conference on, 2017 | 158 | 2017 |
MEAL: Multi-Model Ensemble via Adversarial Learning Z Shen, Z He, X Xue Proceedings of the AAAI Conference on Artificial Intelligence (AAAI 2019), 2019 | 150 | 2019 |
Partial Is Better Than All: Revisiting Fine-tuning Strategy for Few-shot Learning Z Shen, Z Liu, J Qin, M Savvides, KT Cheng Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2021, 2021 | 141 | 2021 |
Attentive cutmix: An enhanced data augmentation approach for deep learning based image classification D Walawalkar, Z Shen, Z Liu, M Savvides arXiv preprint arXiv:2003.13048, 2020 | 124 | 2020 |
Towards Instance-level Image-to-Image Translation Z Shen, M Huang, J Shi, X Xue, T Huang IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019, 2019 | 117 | 2019 |
Un-mix: Rethinking image mixtures for unsupervised visual representation learning Z Shen, Z Liu, Z Liu, M Savvides, T Darrell, E Xing (arXiv:2003.05438, 2020) AAAI Conference on Artificial Intelligence (AAAI), 2022, 2022 | 113 | 2022 |
Scl: Towards accurate domain adaptive object detection via gradient detach based stacked complementary losses Z Shen, H Maheshwari, W Yao, M Savvides arXiv preprint arXiv:1911.02559. Extended version accepted in IJCV 2020., 2019 | 109 | 2019 |
Is Label Smoothing Truly Incompatible with Knowledge Distillation: An Empirical Study Z Shen, Z Liu, D Xu, Z Chen, KT Cheng, M Savvides International Conference on Learning Representations (ICLR), 2021, 2021 | 87 | 2021 |
How Do Adam and Training Strategies Help BNNs Optimization? Z Liu*, Z Shen*, S Li, K Helwegen, D Huang, KT Cheng International Conference on Machine Learning (ICML), 2021, 2021 | 83 | 2021 |
Meal v2: Boosting vanilla resnet-50 to 80%+ top-1 accuracy on imagenet without tricks Z Shen, M Savvides NeurIPS 2020 Beyond BackPropagation Workshop. (arXiv preprint:2009.08453), 2020 | 74 | 2020 |
Improving object detection from scratch via gated feature reuse Z Shen, H Shi, J Yu, H Phan, R Feris, L Cao, S Yan, D Liu, X Wang, ... BMVC 2019, 2019 | 69* | 2019 |
Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation Z Liu, KT Cheng, D Huang, EP Xing, Z Shen IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022 …, 2022 | 66 | 2022 |
Contrast and Order Representations for Video Self-Supervised Learning K Hu, J Shao, Y Liu, B Raj, M Savvides, Z Shen IEEE/CVF International Conference on Computer Vision (ICCV), 2021, 7939-7949, 2021 | 65 | 2021 |