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Yingjun Du
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Learning to learn with variational information bottleneck for domain generalization
Y Du, J Xu, H Xiong, Q Qiu, X Zhen, CGM Snoek, L Shao
European Conference on Computer Vision, 200-216, 2020
432020
Conditional variational image deraining
Y Du, J Xu, X Zhen, MM Cheng, L Shao
IEEE Transactions on Image Processing 29, 6288-6301, 2020
412020
Variational image deraining
Y Du, J Xu, Q Qiu, X Zhen, L Zhang
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2020
302020
Metanorm: Learning to normalize few-shot batches across domains
Y Du, X Zhen, L Shao, CGM Snoek
International Conference on Learning Representations, 2020
252020
Learning to learn kernels with variational random features
X Zhen, H Sun, Y Du, J Xu, Y Yin, L Shao, C Snoek
International Conference on Machine Learning, 11409-11419, 2020
202020
Learning to learn variational semantic memory
X Zhen, Y Du, H Xiong, Q Qiu, C Snoek, L Shao
Advances in Neural Information Processing Systems 33, 9122-9134, 2020
92020
Learning to adapt with memory for probabilistic few-shot learning
L Zhang, L Zuo, Y Du, X Zhen
IEEE Transactions on Circuits and Systems for Video Technology 31 (11), 4283 …, 2021
42021
MetaKernel: Learning Variational Random Features with Limited Labels
Y Du, H Sun, X Zhen, J Xu, Y Yin, L Shao, CGM Snoek
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022
22022
Variational Abnormal Behavior Detection With Motion Consistency
J Li, Q Huang, Y Du, X Zhen, S Chen, L Shao
IEEE Transactions on Image Processing 31, 275-286, 2021
22021
Hierarchical Variational Memory for Few-shot Learning Across Domains
Y Du, X Zhen, L Shao, CGM Snoek
arXiv preprint arXiv:2112.08181, 2021
12021
Calibrated multivariate regression networks
L Zhang, Y Du, X Li, X Zhen
IEEE Transactions on Circuits and Systems for Video Technology 30 (11), 4222 …, 2019
12019
Learning to learn kernels with variational random features
H Sun, Y Du, J Xu, Y Yin, X Zhen, L Shao
12019
Learning to Learn with Variational Inference for Cross-Domain Image Classification
L Zhang, Y Du, J Shen, X Zhen
IEEE Transactions on Multimedia, 2022
2022
Meta-Learning with Variational Semantic Memory for Word Sense Disambiguation
Y Du, N Holla, X Zhen, CGM Snoek, E Shutova
arXiv preprint arXiv:2106.02960, 2021
2021
Supplementary Materials for" Learning to Learn Kernels with Variational Random Features
X Zhen, H Sun, Y Du, J Xu, Y Yin, L Shao, C Snoek
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Articles 1–15