My current research interest:
Selected Recent Publications
X. Yu, Y. Lyu and I.W. Tsang. Intrinsic Reward Driven Imitation Learning via Generative Model. In International Conference on Machine Learning, 2020, [PDF][Code][Slides][WebPage].
X. Yu, B. Han, J. Yao, G. Niu, I.W. Tsang and M. Sugiyama. How does disagreement help generalization against label corruption? In International Conference on Machine Learning, 2019, [PDF][Code].
B. Han, Q. Yao, X. Yu, G. Niu, M. Xu, W. Hu, I.W. Tsang and M. Sugiyama. Co-teaching: Robust training of deep neural networks with extremely noisy labels. In Advances in Neural Information Processing Systems, 2018, [PDF][Code].
X. Yu, H. Zhang, C. Luo, H. Qi and P. Ren. Oil spill segmentation via adversarial f-divergence learning. IEEE Transactions on Geoscience and Remote Sensing, 56(9): 4973-4988, 2018, [PDF][Code].