A REINFORCEd Variational Autoencoder Topic Model. - Amit Kumar 031; Nazanin Esmaili; Massimo Piccardi (ICONIP (5), 2021)

Topic-Document Inference With the Gumbel-Softmax Distribution. - Amit Kumar 031; Nazanin Esmaili; Massimo Piccardi (IEEE Access, 2021)

A Temperature-Modified Dynamic Embedded Topic Model. - Amit Kumar 031; Nazanin Esmaili; Massimo Piccardi (AusDM, 2022)

Neural Topic Model Training with the REBAR Gradient Estimator. - Amit Kumar 031; Nazanin Esmaili; Massimo Piccardi (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2022)