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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
1882020
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
842022
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
502021
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 45 (12 …, 2023
302023
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
302023
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 45 (12 …, 2023
262023
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
242020
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
202023
Aucseg: Auc-oriented pixel-level long-tail semantic segmentation
B Han, Q Xu, Z Yang, S Bao, P Wen, Y Jiang, Q Huang
Advances in Neural Information Processing Systems 37, 126863-126907, 2024
192024
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, 17357-17368, 2023
172023
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 46 (7), 5062-5079, 2024
162024
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
152022
A study of neural collapse phenomenon: Grassmannian frame, symmetry and generalization
P Gao, Q Xu, P Wen, H Shao, Z Yang, Q Huang
arXiv preprint arXiv:2304.08914, 2023
142023
A Sparse-Motif Ensemble Graph Convolutional Network against Over-smoothing.
X Jiang, Z Yang, P Wen, L Su, Q Huang
IJCAI, 2094-2100, 2022
122022
Not all pairs are equal: Hierarchical learning for average-precision-oriented video retrieval
Y Liu, Q Xu, P Wen, S Dai, Q Huang
Proceedings of the 32nd ACM International Conference on Multimedia, 3828-3837, 2024
112024
When the future becomes the past: Taming temporal correspondence for self-supervised video representation learning
Y Liu, Q Xu, P Wen, S Dai, Q Huang
Proceedings of the Computer Vision and Pattern Recognition Conference, 24033 …, 2025
102025
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
62021
Top-K Pairwise Ranking: Bridging the Gap Among Ranking-Based Measures for Multi-label Classification
Z Wang, Q Xu, Z Yang, P Wen, Y He, X Cao, Q Huang
International Journal of Computer Vision 133 (1), 211-253, 2025
42025
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
42023
Semantic concentration for self-supervised dense representations learning
P Wen, Q Xu, S Dai, R Cong, Q Huang
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025
22025
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Articles 1–20