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Peisong Wen
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Leveraging instance-, image-and dataset-level information for weakly supervised instance segmentation
Y Liu, YH Wu, P Wen, Y Shi, Y Qiu, MM Cheng
IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (3), 1415-1428, 2020
1352020
Dist-pu: Positive-unlabeled learning from a label distribution perspective
Y Zhao, Q Xu, Y Jiang, P Wen, Q Huang
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
262022
Seeking the shape of sound: An adaptive framework for learning voice-face association
P Wen, Q Xu, Y Jiang, Z Yang, Y He, Q Huang
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
252021
DMVOS: Discriminative matching for real-time video object segmentation
P Wen, R Yang, Q Xu, C Qian, Q Huang, R Cong, J Si
Proceedings of the 28th ACM International Conference on Multimedia, 2048-2056, 2020
182020
A Sparse-Motif Ensemble Graph Convolutional Network against Over-smoothing.
X Jiang, Z Yang, P Wen, L Su, Q Huang
IJCAI, 2094-2100, 2022
72022
Exploring the Algorithm-Dependent Generalization of AUPRC Optimization with List Stability
P Wen, Q Xu, Z Yang, Y He, Q Huang
Advances in Neural Information Processing Systems 35, 28335--28349, 2022
62022
When false positive is intolerant: End-to-end optimization with low fpr for multipartite ranking
P Wen, Q Xu, Z Yang, Y He, Q Huang
Advances in Neural Information Processing Systems 34, 5025-5037, 2021
42021
A study of neural collapse phenomenon: Grassmannian frame, symmetry, generalization
P Gao, Q Xu, P Wen, H Shao, Z Yang, Q Huang
arXiv preprint arXiv:2304.08914, 2023
32023
Positive-unlabeled learning with label distribution alignment
Y Jiang, Q Xu, Y Zhao, Z Yang, P Wen, X Cao, Q Huang
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
22023
Auc-oriented domain adaptation: From theory to algorithm
Z Yang, Q Xu, S Bao, P Wen, Y He, X Cao, Q Huang
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
22023
Feature directions matter: Long-tailed learning via rotated balanced representation
G Peifeng, Q Xu, P Wen, Z Yang, H Shao, Q Huang
International Conference on Machine Learning, 27542-27563, 2023
22023
Weighted roc curve in cost space: Extending auc to cost-sensitive learning
H Shao, Q Xu, Z Yang, P Wen, G Peifeng, Q Huang
Advances in Neural Information Processing Systems 36, 2024
12024
Algorithm-Dependent Generalization of AUPRC Optimization: Theory and Algorithm
P Wen, Q Xu, Z Yang, Y He, Q Huang
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024
2024
Towards Demystifying the Generalization Behaviors When Neural Collapse Emerges
P Gao, Q Xu, Y Yang, P Wen, H Shao, Z Yang, B Ghanem, Q Huang
arXiv preprint arXiv:2310.08358, 2023
2023
Towards Decision-Friendly AUC: Learning Multi-Classifier with AUCµ
P Gao, Q Xu, P Wen, H Shao, Y He, Q Huang
Proceedings of the AAAI Conference on Artificial Intelligence 37 (6), 7633-7641, 2023
2023
Building Bridge Across the Time: Disruption and Restoration of Murals In the Wild
H Shao, Q Xu, P Wen, P Gao, Z Yang, Q Huang
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
2023
Towards Demystifying the Generalization Behaviors When Neural Collapse Emerges
G Peifeng, Q Xu, Y Yang, P Wen, H Shao, Z Yang, B Ghanem, Q Huang
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