An adversarial training-based mutual information constraint method

Author:

Liu Renyuan,Zhang Xuejie,Wang Jin,Zhou Xiaobing

Funder

National Natural Science Foundation of China

Natural Science Foundations of China

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence

Reference46 articles.

1. Krause, A, Perona, P, Gomes, R (2010) Discriminative clustering by regularized information maximization. Adv Neural Inf Process Syst 23

2. Hu, W, Miyato, T, Tokui, S, Matsumoto, E, Sugiyama, M (2017) Learning discrete representations via information maximizing self-augmented training. In: International Conference on Machine Learning, pp 1558–1567 PMLR

3. Alemi, A, Poole, B, Fischer, I, Dillon, J, Saurous, RA, Murphy, K (2018) Fixing a broken elbo. In: International Conference on Machine Learning, pp 159–168 PMLR

4. Zhang, Y, Xiang, T, Hospedales, TM, Lu, H (2018) Deep mutual learning. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp 4320–4328

5. Liu X, Yang C, You J, Kuo C-CJ, Kumar BV (2021) Mutual information regularized feature-level frankenstein for discriminative recognition. IEEE Trans Pattern Anal Mach Intell 44(9):5243–5260

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