Publications

You can also find my articles on my Google Scholar profile.

Learning to Predict Gradients for Semi-Supervised Continual Learning

Yan Luo, Yongkang Wong, Mohan S. Kankanhalli, and Qi Zhao. (under review). arXiv preprint arXiv:2201.09196 (2022).
Paper GitHub

Learning to Minimize the Remainder in Supervised Learning

Yan Luo, Yongkang Wong, Mohan S. Kankanhalli, and Qi Zhao. (in press). IEEE Transactions on Multimedia, Feb. 2022.
Paper GitHub

Learning to Predict Trustworthiness with Steep Slope Loss

Yan Luo, Yongkang Wong, Mohan S. Kankanhalli, and Qi Zhao. In Advances in Neural Information Processing Systems, 2021.
Paper GitHub

n-Reference Transfer Learning for Saliency Prediction

Yan Luo, Yongkang Wong, Mohan S. Kankanhalli, and Qi Zhao. In European Conference on Computer Vision, pp. 502-519. Springer, Cham, 2020.
Paper GitHub

Direction Concentration Learning: Enhancing Congruency in Machine Learning

Yan Luo, Yongkang Wong, Mohan S. Kankanhalli, and Qi Zhao. IEEE Transactions on Pattern Analysis and Machine Intelligence (2019).
Paper GitHub

G-Softmax: Improving Intraclass Compactness and Interclass Separability of Features

Yan Luo, Yongkang Wong, Mohan S. Kankanhalli, and Qi Zhao. IEEE Transactions on Neural Networks and Learning Systems 31, no. 2 (2019): 685-699.
Paper GitHub

Visual Attention in Multi-Label Image Classification

Yan Luo, Ming Jiang, and Qi Zhao. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, pp. 0-0. 2019.
Paper

Foveation-Based Mechanisms Alleviate Adversarial Examples

Yan Luo, Xavier Boix, Gemma Roig, Tomaso Poggio, and Qi Zhao. arXiv preprint arXiv:1511.06292 (2015).
Paper

Label Consistent Quadratic Surrogate Model for Visual Saliency Prediction

Yan Luo, Yongkang Wong, and Qi Zhao. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 5060-5069. 2015.
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Multi-Camera Saliency

Yan Luo, Yongkang Wong, Mohan S. Kankanhalli, and Qi Zhao. IEEE Transactions on Pattern Analysis and Machine Intelligence (2015).
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^* Equal authorship