Alina Dubatovka

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 10

Top Topics

Beat Classification

Laplace Beltrami

Feed Forward Neural Networks

Top Venues

Medical Image Anal.

Publications

Simon Föll, Alina Dubatovka, Eugen Ernst, Siu Lun Chau, Martin Maritsch, Patrik Okanovic, Gudrun Thäter, Joachim M. Buhmann, Felix Wortmann, Krikamol Muandet
Gated Domain Units for Multi-source Domain Generalization. Trans. Mach. Learn. Res. 2023 (2023)
Fabian Laumer, Mounir Amrani, Laura Manduchi, Ami Beuret, Lena Rubi, Alina Dubatovka, Christian M. Matter, Joachim M. Buhmann
Weakly supervised inference of personalized heart meshes based on echocardiography videos. Medical Image Anal. 83 (2023)
Simon Föll, Alina Dubatovka, Eugen Ernst, Martin Maritsch, Patrik Okanovic, Gudrun Thäter, Joachim M. Buhmann, Felix Wortmann, Krikamol Muandet
Gated Domain Units for Multi-source Domain Generalization. CoRR (2022)
Fabian Laumer, Gabriel Fringeli, Alina Dubatovka, Laura Manduchi, Joachim M. Buhmann
DeepHeartBeat: Latent trajectory learning of cardiac cycles using cardiac ultrasounds. ML4H@NeurIPS (2020)
Alina Dubatovka, Efi Kokiopoulou, Luciano Sbaiz, Andrea Gesmundo, Gábor Bartók, Jesse Berent
Ranking architectures using meta-learning. CoRR (2019)
Rebekka Burkholz, Alina Dubatovka
Initialization of ReLUs for Dynamical Isometry. NeurIPS (2019)
Rebekka Burkholz, Alina Dubatovka
Exact information propagation through fully-connected feed forward neural networks. CoRR (2018)
Pavel Braslavski, Denis Savenkov, Eugene Agichtein, Alina Dubatovka
What Do You Mean Exactly?: Analyzing Clarification Questions in CQA. CHIIR (2017)
Alina Dubatovka, Elena Mikhailova, Mikhail Zotov, Boris Novikov
Adaptive Techniques for Extracting Mental Activity Phases from Heart Beat Rate Streams. DB&IS (Selected Papers) (2016)
Alina Dubatovka, Elena Mikhailova, Mikhail Zotov, Boris Novikov
Algorithms for Extracting Mental Activity Phases from Heart Beat Rate Streams. DB&IS (2016)