| 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 | 3191 | 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 | 920* | 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 | 421 | 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 | 274 | 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 | 233 | 2021 |
| Soft anchor-point object detection C Zhu, F Chen, Z Shen, M Savvides European Conference on Computer Vision (ECCV), 2020, 2020 | 205 | 2020 |
| 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 | 186 | 2018 |
| 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 | 184 | 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 | 165 | 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 | 165 | 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 | 163 | 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 | 138 | 2022 |
| 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 | 125 | 2019 |
| 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 | 123 | 2019 |
| Principled Instructions Are All You Need for Questioning LLaMA-1/2, GPT-3.5/4 SM Bsharat*, A Myrzakhan*, Z Shen* arXiv preprint arXiv:2312.16171, 2023 | 114 | 2023 |
| 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 | 106 | 2022 |
| 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 | 102 | 2021 |
| 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 | 98 | 2021 |
| Vision Transformer Slimming: Multi-Dimension Searching in Continuous Optimization Space A Chavan*, Z Shen*, Z Liu, Z Liu, KT Cheng, E Xing IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022, 2022 | 83 | 2022 |
| 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 | 83 | 2020 |
Marios SavvidesProfessor of Electrical and Computer Engineering, Carnegie Mellon UniversityVerified email at ri.cmu.edu
