Up to 100x faster data-free knowledge distillation G Fang, K Mo, X Wang, J Song, S Bei, H Zhang, M Song Proceedings of the AAAI Conference on Artificial Intelligence 36 (6), 6597-6604, 2022 | 54 | 2022 |
Protopformer: Concentrating on prototypical parts in vision transformers for interpretable image recognition M Xue, Q Huang, H Zhang, L Cheng, J Song, M Wu, M Song arXiv preprint arXiv:2208.10431, 2022 | 30 | 2022 |
Meta-attention for vit-backed continual learning M Xue, H Zhang, J Song, M Song Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 27 | 2022 |
Tree-like decision distillation J Song, H Zhang, X Wang, M Xue, Y Chen, L Sun, D Tao, M Song Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021 | 18 | 2021 |
Bootstrapping vits: Towards liberating vision transformers from pre-training H Zhang, J Duan, M Xue, J Song, L Sun, M Song Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 10 | 2022 |
A survey of deep learning for low-shot object detection Q Huang, H Zhang, M Xue, J Song, M Song ACM Computing Surveys 56 (5), 1-37, 2023 | 9 | 2023 |
A survey of neural trees H Li, J Song, M Xue, H Zhang, J Ye, L Cheng, M Song arXiv preprint arXiv:2209.03415, 2022 | 7 | 2022 |
Knowledge amalgamation for object detection with transformers H Zhang, F Mao, M Xue, G Fang, Z Feng, J Song, M Song IEEE Transactions on Image Processing 32, 2093-2106, 2023 | 4 | 2023 |
Evaluation and improvement of interpretability for self-explainable part-prototype networks Q Huang, M Xue, W Huang, H Zhang, J Song, Y Jing, M Song Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 4 | 2023 |
Improving Expressivity of GNNs with Subgraph-specific Factor Embedded Normalization K Chen, S Liu, T Zhu, J Qiao, Y Su, Y Tian, T Zheng, H Zhang, Z Feng, ... Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 3 | 2023 |
Learn decision trees with deep visual primitives M Xue, H Zhang, Q Huang, J Song, M Song Journal of Visual Communication and Image Representation 89, 103682, 2022 | 3 | 2022 |
Generalization Matters: Loss Minima Flattening via Parameter Hybridization for Efficient Online Knowledge Distillation T Zhang, M Xue, J Zhang, H Zhang, Y Wang, L Cheng, J Song, M Song Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 2 | 2023 |
Is ProtoPNet Really Explainable? Evaluating and Improving the Interpretability of Prototypes Q Huang, M Xue, H Zhang, J Song, M Song arXiv preprint arXiv:2212.05946, 2022 | 2 | 2022 |
Schema inference for interpretable image classification H Zhang, M Xue, X Liu, K Chen, J Song, M Song arXiv preprint arXiv:2303.06635, 2023 | 1 | 2023 |
On the Concept Trustworthiness in Concept Bottleneck Models Q Huang, J Song, J Hu, H Zhang, Y Wang, M Song Proceedings of the AAAI Conference on Artificial Intelligence 38 (19), 21161 …, 2024 | | 2024 |
Angle Robustness Unmanned Aerial Vehicle Navigation in GNSS-Denied Scenarios Y Wang, Z Feng, H Zhang, Y Gao, J Lei, L Sun, M Song arXiv preprint arXiv:2402.02405, 2024 | | 2024 |
Motif-induced Graph Normalization K Chen, S Liu, T Zhu, T Zheng, H Zhang, J Song, M Song | | 2022 |
Impression Space from Deep Template Network G Fang, X Wang, H Zhang, J Song, M Song arXiv preprint arXiv:2007.05441, 2020 | | 2020 |
Evaluation and Improvement of Interpretability for Self-Explainable Part-Prototype Networks Supplemental Material Q Huang, M Xue, W Huang, H Zhang, J Song, Y Jing, M Song | | |