Alexej Klushyn

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 14

Top Topics

Hierarchical Hidden Markov Models

Active Learning

Generative Model

Representational Power

Top Venues

Publications

Alexej Klushyn, Richard Kurle, Maximilian Soelch, Botond Cseke, Patrick van der Smagt
Latent Matters: Learning Deep State-Space Models. NeurIPS (2021)
Nutan Chen, Alexej Klushyn, Francesco Ferroni, Justin Bayer, Patrick van der Smagt
Learning Flat Latent Manifolds with VAEs. CoRR (2020)
Nutan Chen, Alexej Klushyn, Francesco Ferroni, Justin Bayer, Patrick van der Smagt
Learning Flat Latent Manifolds with VAEs. ICML (2020)
Richard Kurle, Botond Cseke, Alexej Klushyn, Patrick van der Smagt, Stephan Günnemann
Continual Learning with Bayesian Neural Networks for Non-Stationary Data. ICLR (2020)
Alexej Klushyn, Nutan Chen, Botond Cseke, Justin Bayer, Patrick van der Smagt
Increasing the Generalisaton Capacity of Conditional VAEs. ICANN (2) (2019)
Alexej Klushyn, Nutan Chen, Richard Kurle, Botond Cseke, Patrick van der Smagt
Learning Hierarchical Priors in VAEs. NeurIPS (2019)
Alexej Klushyn, Nutan Chen, Botond Cseke, Justin Bayer, Patrick van der Smagt
Increasing the Generalisaton Capacity of Conditional VAEs. CoRR (2019)
Nutan Chen, Francesco Ferroni, Alexej Klushyn, Alexandros Paraschos, Justin Bayer, Patrick van der Smagt
Fast Approximate Geodesics for Deep Generative Models. ICANN (2) (2019)
Alexej Klushyn, Nutan Chen, Richard Kurle, Botond Cseke, Patrick van der Smagt
Learning Hierarchical Priors in VAEs. CoRR (2019)
Nutan Chen, Francesco Ferroni, Alexej Klushyn, Alexandros Paraschos, Justin Bayer, Patrick van der Smagt
Fast Approximate Geodesics for Deep Generative Models. CoRR (2018)
Nutan Chen, Alexej Klushyn, Richard Kurle, Xueyan Jiang, Justin Bayer, Patrick van der Smagt
Metrics for Deep Generative Models. AISTATS (2018)
Nutan Chen, Alexej Klushyn, Alexandros Paraschos, Djalel Benbouzid, Patrick van der Smagt
Active Learning based on Data Uncertainty and Model Sensitivity. CoRR (2018)
Nutan Chen, Alexej Klushyn, Alexandros Paraschos, Djalel Benbouzid, Patrick van der Smagt
Active Learning based on Data Uncertainty and Model Sensitivity. IROS (2018)
Nutan Chen, Alexej Klushyn, Richard Kurle, Xueyan Jiang, Justin Bayer, Patrick van der Smagt
Metrics for Deep Generative Models. CoRR (2017)