Probabilistic latent tensor factorization framework for audio modeling. - Ali Taylan Cemgil; Umut Simsekli; Yusuf Cem Sübakan (WASPAA, 2011)

Model based probabilistic piecewise curve approximation. - Yusuf Cem Sübakan; Bülent Sankur (EUSIPCO, 2012)

Model based Bayesian curve compression. - Yusuf Cem Sübakan; Bülent Sankur; Ceyhun Burak Akgül (SIU, 2012)

Stereo matching with partial information. - Y. Cem Sübakan; Ömer Can Gürol; Çagatay Dikici (Three-Dimensional Image Processing (3DIP) and Applications, 2013)

Spectral learning of mixtures of Hidden Markov Models. - Yusuf Cem Sübakan; Oya Çeliktutan; Ali Taylan Cemgil; Bülent Sankur (SIU, 2013)

Spectral Learning of Mixture of Hidden Markov Models. - Y. Cem Sübakan; Johannes Traa; Paris Smaragdis (NIPS, 2014)

Probabilistic sequence clustering with spectral learning. - Yusuf Cem Sübakan; Baris Kurt; A. Taylan Cemgil; Bülent Sankur (Digit. Signal Process., 2014)

Method of moments learning for left-to-right Hidden Markov models. - Y. Cem Sübakan; Johannes Traa; Paris Smaragdis; Daniel J. Hsu (WASPAA, 2015)

A Dictionary Learning Approach for Factorial Gaussian Models. - Y. Cem Sübakan; Johannes Traa; Paris Smaragdis; Noah D. Stein (CoRR, 2015)

Neural network alternatives toconvolutive audio models for source separation. - Shrikant Venkataramani; Y. Cem Sübakan; Paris Smaragdis (MLSP, 2017)

Diagonal rnns in symbolic music modeling. - Y. Cem Sübakan; Paris Smaragdis (WASPAA, 2017)

Neural Network Alternatives to Convolutive Audio Models for Source Separation. - Shrikant Venkataramani; Y. Cem Sübakan; Paris Smaragdis (CoRR, 2017)

Generative Adversarial Source Separation. - Y. Cem Sübakan; Paris Smaragdis (ICASSP, 2018)

Learning the Base Distribution in Implicit Generative Models. - Y. Cem Sübakan; Oluwasanmi Koyejo; Paris Smaragdis (CoRR, 2018)

Generative modeling of sequential data - Yusuf Cem Sübakan (2018)

Continual Learning of New Sound Classes Using Generative Replay. - Zhepei Wang; Y. Cem Sübakan; Efthymios Tzinis; Paris Smaragdis; Laurent Charlin (WASPAA, 2019)

Two-Step Sound Source Separation: Training On Learned Latent Targets. - Efthymios Tzinis; Shrikant Venkataramani; Zhepei Wang; Y. Cem Sübakan; Paris Smaragdis (ICASSP, 2020)

On the Effectiveness of Two-Step Learning for Latent-Variable Models. - Y. Cem Sübakan; Maxime Gasse; Laurent Charlin (MLSP, 2020)