ReVQ-VAE: A Vector Quantization-Variational Autoencoder for COVID-19 Chest X-Ray Image Recovery

Author:

Tarhouni NesrineORCID,Fourati RahmaORCID,Charfeddine MahaORCID,Amar Chokri BenORCID

Publisher

Springer Nature Switzerland

Reference14 articles.

1. Bajaj, K., Singh, D.K., Ansari, M.A.: Autoencoders based deep learner for image denoising. Procedia Comput. Sci. 171, 1535–1541 (2020)

2. Bank, D., Koenigstein, N., Giryes, R.: Autoencoders. arXiv preprint arXiv:2003.05991 (2020)

3. Cao, S., Li, J., Nelson, K.P., Kon, M.A.: Coupled VAE: improved accuracy and robustness of a variational autoencoder. Entropy 24(3), 423 (2022)

4. Cohen, M., Quispe, G., Corff, S.L., Ollion, C., Moulines, E.: Diffusion bridges vector quantized variational autoencoders. In: Chaudhuri, K., Jegelka, S., Song, L., Szepesvari, C., Niu, G., Sabato, S. (eds.) Proceedings of the 39th International Conference on Machine Learning. Proceedings of Machine Learning Research, vol. 162, pp. 4141–4156. PMLR (2022)

5. El-Shafai, W., et al.: Efficient deep-learning-based autoencoder denoising approach for medical image diagnosis. CMC-Comput. Mater. Continua 70(3), 6107–6125 (2022)

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