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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
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
862020
Conditional variational image deraining
Y Du, J Xu, X Zhen, MM Cheng, L Shao
IEEE Transactions on Image Processing 29, 6288-6301, 2020
642020
Metanorm: Learning to normalize few-shot batches across domains
Y Du, X Zhen, L Shao, CGM Snoek
International Conference on Learning Representations, 2021
402021
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
392020
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
252020
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
152021
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
132020
Hierarchical variational memory for few-shot learning across domains
Y Du, X Zhen, L Shao, CGM Snoek
arXiv preprint arXiv:2112.08181, 2021
92021
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
92021
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
72021
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
32022
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
22019
Learning to Learn with Variational Inference for Cross-Domain Image Classification
L Zhang, Y Du, J Shen, X Zhen
IEEE Transactions on Multimedia, 2022
12022
Learning to learn kernels with variational random features
H Sun, Y Du, J Xu, Y Yin, X Zhen, L Shao
12020
MetaModulation: Learning Variational Feature Hierarchies for Few-Shot Learning with Fewer Tasks
W Sun, Y Du, X Zhen, F Wang, L Wang, CGM Snoek
arXiv preprint arXiv:2305.10309, 2023
2023
SuperDisco: Super-Class Discovery Improves Visual Recognition for the Long-Tail
Y Du, J Shen, X Zhen, CGM Snoek
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
2023
Supplement material: SuperDisco: Super-Class Discovery Improves Visual Recognition for the Long-Tail
Y Du, J Shen, X Zhen, CGM Snoek
Memory-Augmented Variational Adaptation for Online Few-Shot Segmentation
J Liu, Y Du, Z Xiao, CGM Snoek, J Sonke, E Gavves
EMO: Episodic Memory Optimization for Few-Shot Meta-Learning
Y Du, J Shen, X Zhen, CGM Snoek
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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