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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
4742020
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
1562021
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
512022
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
212023
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
142022
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
132022
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
92023
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
92023
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
72023
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
62024
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
42024
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
42024
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
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
Few-shot online anomaly detection and segmentation
S Wei, X Wei, Z Ma, S Dong, S Zhang, Y Gong
Knowledge-Based Systems, 112168, 2024
32024
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
22024
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
22024
DYSON: Dynamic Feature Space Self-Organization for Online Task-Free Class Incremental Learning
Y He, Y Chen, Y Jin, S Dong, X Wei, Y Gong
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
12024
LOBG: Less Overfitting for Better Generalization in Vision-Language Model
C Ding, X Gao, S Dong, Y He, Q Wang, A Kot, Y Gong
arXiv preprint arXiv:2410.10247, 2024
2024
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 67 (8), 2319-2330, 2024
2024
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