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Songlin Dong
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Few-shot class-incremental learning
X Tao, X Hong, X Chang, S Dong, X Wei, Y Gong
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
4212020
Few-shot class-incremental learning via relation knowledge distillation
S Dong, X Hong, X Tao, X Chang, X Wei, Y Gong
Proceedings of the AAAI Conference on Artificial Intelligence 35 (2), 1255-1263, 2021
1352021
Model behavior preserving for class-incremental learning
Y Liu, X Hong, X Tao, S Dong, J Shi, Y Gong
IEEE Transactions on Neural Networks and Learning Systems 34 (10), 7529-7540, 2022
392022
Semantic knowledge guided class-incremental learning
S Wang, W Shi, S Dong, X Gao, X Song, Y Gong
IEEE Transactions on Circuits and Systems for Video Technology 33 (10), 5921 …, 2023
152023
IDPT: Interconnected Dual Pyramid Transformer for Face Super-Resolution.
J Shi, Y Wang, S Dong, X Hong, Z Yu, F Wang, C Wang, Y Gong
IJCAI, 1306-1312, 2022
122022
Deep class-incremental learning from decentralized data
X Zhang, S Dong, J Chen, Q Tian, Y Gong, X Hong
IEEE Transactions on Neural Networks and Learning Systems, 2022
112022
Knowledge restore and transfer for multi-label class-incremental learning
S Dong, H Luo, Y He, X Wei, J Cheng, Y Gong
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
62023
DKT: Diverse knowledge transfer transformer for class incremental learning
X Gao, Y He, S Dong, J Cheng, X Wei, Y Gong
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
52023
Brain cognition-inspired dual-pathway CNN architecture for image classification
S Dong, Y Gong, J Shi, M Shang, X Tao, X Wei, X Hong, T Zhou
IEEE Transactions on Neural Networks and Learning Systems, 2023
42023
Structural knowledge organization and transfer for class-incremental learning
Y Liu, X Hong, X Tao, S Dong, J Shi, Y Gong
Proceedings of the 3rd ACM International Conference on Multimedia in Asia, 1-7, 2021
42021
Non-exemplar Domain Incremental Object Detection via Learning Domain Bias
X Song, Y He, S Dong, Y Gong
Proceedings of the AAAI Conference on Artificial Intelligence 38 (13), 15056 …, 2024
22024
Analogical Learning-Based Few-Shot Class-Incremental Learning
J Li, S Dong, Y Gong, Y He, X Wei
IEEE Transactions on Circuits and Systems for Video Technology, 2024
22024
Domain Incremental Object Detection Based on Feature Space Topology Preserving Strategy
L Ding, X Song, Y He, C Wang, S Dong, X Wei, Y Gong
IEEE Transactions on Circuits and Systems for Video Technology 34 (1), 424-437, 2023
22023
Overcoming Catastrophic Forgetting for Multi-Label Class-Incremental Learning
X Song, K Shu, S Dong, J Cheng, X Wei, Y Gong
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024
12024
Brain-inspired dual-pathway neural network architecture and its generalization analysis
SL Dong, CL Tan, ZT Zuo, YH He, YH Gong, TG Zhou, JM Liu, JS Zhang
Science China Technological Sciences, 1-12, 2024
2024
Beyond Prompt Learning: Continual Adapter for Efficient Rehearsal-Free Continual Learning
X Gao, S Dong, Y He, Q Wang, Y Gong
arXiv preprint arXiv:2407.10281, 2024
2024
Few-shot online anomaly detection and segmentation
S Wei, X Wei, Z Ma, S Dong, S Zhang, Y Gong
Knowledge-Based Systems, 112168, 2024
2024
Global self-sustaining and local inheritance for source-free unsupervised domain adaptation
L Peng, Y He, S Wang, X Song, S Dong, X Wei, Y Gong
Pattern Recognition, 110679, 2024
2024
I2CANSAY: Inter-Class Analogical Augmentation and Intra-Class Significance Analysis for Non-Exemplar Online Task-Free Continual Learning
S Dong, Y Chen, Y He, Y Jin, AC Kot, Y Gong
arXiv preprint arXiv:2404.13576, 2024
2024
CEAT: Continual Expansion and Absorption Transformer for Non-Exemplar Class-Incremental Learnin
X Gao, S Dong, Y He, X Wei, Y Gong
arXiv preprint arXiv:2403.06670, 2024
2024
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Articles 1–20