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Mengqi Xue
Mengqi Xue
Zhejiang University, Hangzhou City University
Dirección de correo verificada de zju.edu.cn - Página principal
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Customizing student networks from heterogeneous teachers via adaptive knowledge amalgamation
C Shen, M Xue, X Wang, J Song, L Sun, M Song
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
632019
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
532022
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
422022
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
252023
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
232021
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
212022
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
172023
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
152023
Kdexplainer: A task-oriented attention model for explaining knowledge distillation
M Xue, J Song, X Wang, Y Chen, X Wang, M Song
arXiv preprint arXiv:2105.04181, 2021
152021
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
112022
Tree-like branching network for multi-class classification
M Xue, J Song, L Sun, M Song
Intelligent Computing & Optimization: Proceedings of the 4th International …, 2022
82022
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
62022
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
52023
Schema Inference for Interpretable Image Classification
H Zhang, M Xue, X Liu, K Chen, J Song, M Song
International Conference on Learning Representations, 0
5*
A survey of neural trees: Co-evolving neural networks and decision trees
H Li, J Song, M Xue, H Zhang, M Song
IEEE Transactions on Neural Networks and Learning Systems, 2024
32024
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
22022
Dataset Ownership Verification in Contrastive Pre-trained Models
Y Xie, J Song, M Xue, H Zhang, X Wang, B Hu, G Chen, M Song
arXiv preprint arXiv:2502.07276, 2025
2025
LG-CAV: Train Any Concept Activation Vector with Language Guidance
Q Huang, J Song, M Xue, H Zhang, B Hu, H Wang, H Jiang, X Wang, ...
arXiv preprint arXiv:2410.10308, 2024
2024
On the Evaluation Consistency of Attribution-Based Explanations
J Duan, H Li, H Zhang, H Jiang, M Xue, L Sun, M Song, J Song
European Conference on Computer Vision, 206-224, 2024
2024
PruningBench: A Comprehensive Benchmark of Structural Pruning
H Li, C Li, M Xue, G Fang, S Zhou, Z Feng, H Wang, Y Wang, L Cheng, ...
arXiv preprint arXiv:2406.12315, 2024
2024
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