Multi-dimensional pruning: A unified framework for model compression J Guo, W Ouyang, D Xu Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 80 | 2020 |
Coarse-to-fine deep video coding with hyperprior-guided mode prediction Z Hu, G Lu, J Guo, S Liu, W Jiang, D Xu Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 64 | 2022 |
Model compression using progressive channel pruning J Guo, W Zhang, W Ouyang, D Xu IEEE Transactions on Circuits and Systems for Video Technology 31 (3), 1114-1124, 2020 | 62 | 2020 |
Unsupervised learning of accurate Siamese tracking Q Shen, L Qiao, J Guo, P Li, X Li, B Li, W Feng, W Gan, W Wu, W Ouyang Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022 | 54 | 2022 |
Transformer3D-Det: Improving 3D object detection by vote refinement L Zhao, J Guo, D Xu, L Sheng IEEE Transactions on Circuits and Systems for Video Technology 31 (12), 4735 …, 2021 | 51 | 2021 |
Channel pruning guided by classification loss and feature importance J Guo, W Ouyang, D Xu Proceedings of the AAAI conference on artificial intelligence 34 (07), 10885 …, 2020 | 49 | 2020 |
Outlier suppression+: Accurate quantization of large language models by equivalent and optimal shifting and scaling X Wei, Y Zhang, Y Li, X Zhang, R Gong, J Guo, X Liu arXiv preprint arXiv:2304.09145, 2023 | 37 | 2023 |
JointPruning: Pruning networks along multiple dimensions for efficient point cloud processing J Guo, J Liu, D Xu IEEE Transactions on Circuits and Systems for Video Technology 32 (6), 3659-3672, 2021 | 32 | 2021 |
Coupleface: Relation matters for face recognition distillation J Liu, H Qin, Y Wu, J Guo, D Liang, K Xu European Conference on Computer Vision, 683-700, 2022 | 17 | 2022 |
APSNet: Toward adaptive point sampling for efficient 3D action recognition J Liu, J Guo, D Xu IEEE Transactions on Image Processing 31, 5287-5302, 2022 | 17 | 2022 |
Geometrymotion-transformer: An end-to-end framework for 3d action recognition J Liu, J Guo, D Xu IEEE Transactions on Multimedia, 2022 | 15 | 2022 |
Automatic loss function search for adversarial unsupervised domain adaptation Z Mei, P Ye, H Ye, B Li, J Guo, T Chen, W Ouyang IEEE Transactions on Circuits and Systems for Video Technology, 2023 | 13 | 2023 |
CBANet: Toward Complexity and Bitrate Adaptive Deep Image Compression Using a Single Network J Guo, D Xu, G Lu IEEE Transactions on Image Processing 32, 2049-2062, 2023 | 13 | 2023 |
Annealing-based label-transfer learning for open world object detection Y Ma, H Li, Z Zhang, J Guo, S Zhang, R Gong, X Liu Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 11 | 2023 |
Multidimensional pruning and its extension: a unified framework for model compression J Guo, D Xu, W Ouyang IEEE Transactions on Neural Networks and Learning Systems, 2023 | 8 | 2023 |
3d-pruning: A model compression framework for efficient 3d action recognition J Guo, J Liu, D Xu IEEE Transactions on Circuits and Systems for Video Technology 32 (12), 8717 …, 2022 | 8 | 2022 |
Adaptive contrastive knowledge distillation for BERT compression J Guo, J Liu, Z Wang, Y Ma, R Gong, K Xu, X Liu Findings of the Association for Computational Linguistics: ACL 2023, 8941-8953, 2023 | 5 | 2023 |
RobustMQ: benchmarking robustness of quantized models Y Xiao, A Liu, T Zhang, H Qin, J Guo, X Liu Visual Intelligence 1 (1), 30, 2023 | 3 | 2023 |
DB-LLM: Accurate Dual-Binarization for Efficient LLMs H Chen, C Lv, L Ding, H Qin, X Zhou, Y Ding, X Liu, M Zhang, J Guo, X Liu, ... arXiv preprint arXiv:2402.11960, 2024 | 2 | 2024 |
PTQ4SAM: Post-Training Quantization for Segment Anything C Lv, H Chen, J Guo, Y Ding, X Liu arXiv preprint arXiv:2405.03144, 2024 | | 2024 |