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Adversarial representation learning for robust patient-independent epileptic seizure detection
X Zhang, L Yao, M Dong, Z Liu, Y Zhang, Y Li
IEEE journal of biomedical and health informatics 24 (10), 2852-2859, 2020
932020
Task aligned generative meta-learning for zero-shot learning
Z Liu, Y Li, L Yao, X Wang, G Long
Proceedings of the AAAI Conference on Artificial Intelligence 35 (10), 8723-8731, 2021
342021
Attribute-modulated generative meta learning for zero-shot learning
Y Li, Z Liu, L Yao, X Chang
IEEE Transactions on Multimedia 25, 1600-1610, 2021
222021
An entropy-guided reinforced partial convolutional network for zero-shot learning
Y Li, Z Liu, L Yao, X Wang, J McAuley, X Chang
IEEE Transactions on Circuits and Systems for Video Technology 32 (8), 5175-5186, 2022
172022
Agglomerative Neural Networks for Multiview Clustering
Z Liu, Y Li, L Yao, X Wang, F Nie
IEEE Transactions on Neural Networks and Learning Systems, 2021
142021
Generalizable sample-efficient siamese autoencoder for tinnitus diagnosis in listeners with subjective tinnitus
Z Liu, L Yao, X Wang, JJM Monaghan, R Schaette, Z He, D McAlpine
IEEE Transactions on Neural Systems and Rehabilitation Engineering 29, 1452-1461, 2021
122021
Spectrum-guided adversarial disparity learning
Z Liu, L Yao, L Bai, X Wang, C Wang
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
102020
Rethink, revisit, revise: A spiral reinforced self-revised network for zero-shot learning
Z Liu, Y Li, L Yao, J McAuley, S Dixon
IEEE Transactions on Neural Networks and Learning Systems, 2022
92022
Disentangled and side-aware unsupervised domain adaptation for cross-dataset subjective tinnitus diagnosis
Y Li, Z Liu, L Yao, JJM Monaghan, D McAlpine
IEEE Journal of Biomedical and Health Informatics 27 (1), 538-549, 2022
72022
Face to purchase: Predicting consumer choices with structured facial and behavioral traits embedding
Z Liu, X Wang, Y Li, L Yao, J An, L Bai, EP Lim
Knowledge-Based Systems, 107665, 2022
72022
Are You A Risk Taker? Adversarial Learning of Asymmetric Cross-Domain Alignment for Risk Tolerance Prediction
Z Liu, L Yao, X Wang, L Bai, J An
2020 International Joint Conference on Neural Networks (IJCNN), 2020
52020
Diversity-boosted generalization-specialization balancing for zero-shot learning
Y Li, Z Liu, X Chang, J McAuley, L Yao
IEEE Transactions on Multimedia, 2023
42023
Distilled reverse attention network for open-world compositional zero-shot learning
Y Li, Z Liu, S Jha, L Yao
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
42023
Side-aware meta-learning for cross-dataset listener diagnosis with subjective tinnitus
Z Liu, Y Li, L Yao, M Lucas, JJM Monaghan, Y Zhang
IEEE Transactions on Neural Systems and Rehabilitation Engineering 30, 2352-2361, 2022
42022
Simple primitives with feasibility-and contextuality-dependence for open-world compositional zero-shot learning
Z Liu, Y Li, L Yao, X Chang, W Fang, X Wu, A El Saddik
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
32023
Non-local self-attentive autoencoder for genetic functionality prediction
Y Li, Z Liu, L Yao, Z He
Proceedings of the 29th ACM International Conference on Information …, 2020
32020
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