引用次数
引用: 514
H-指数: 9
I10-指数 : 7
出版物: 14
Efficient and Flexible Inference for Stochastic Systems
Joachim M. Buhmann , Stefan Bauer , Nico S. Gorbach , Djordje Miladinovic
neural information processing systems 30 6988 -6998
3
2017
Robustly Disentangled Causal Mechanisms: Validating Deep Representations for Interventional Robustness
Bernhard Schölkopf , Stefan Bauer , Raphael Suter , Djordje Miladinovic
international conference on machine learning 6056 -6065
108
2019
Granger-Causal Attentive Mixtures of Experts: Learning Important Features with Neural Networks
Patrick Schwab , Djordje Miladinovic , Walter Karlen
national conference on artificial intelligence 33 ( 01) 4846 -4853
47
2019
Rapid and reversible control of human metabolism by individual sleep states
Nora Nowak , Thomas Gaisl , Djordje Miladinovic , Ricards Marcinkevics
Cell Reports 37 ( 4)
29
2021
Learning to drop out: An adversarial approach to training sequence vaes
Đorđe Miladinović* , Kumar Shridhar* , Kushal Jain , Max B Paulus
Advances in Neural Information Processing Systems 35 9645 -9659
3
2022
Natural age-related slow-wave sleep alterations onset prematurely in the Tg2576 mouse model of Alzheimer’s disease
Sedef Kollarik , Inês Dias , Carlos G Moreira , Dorita Bimbiryte
Neurodegenerative Diseases 22 ( 2) 55 -67
2
2022
Holistic modeling in medical image segmentation using spatial recurrence
João BS Carvalho , João Santinha , Djordje Miladinovic , Carlos Cotrini
International Conference on Medical Imaging with Deep Learning 199 -218
1
2022
Interventional robustness of deep latent variable models
Raphael Suter , Djordje Miladinovic , Stefan Bauer , Bernhard Schölkopf
arXiv 1811.00007 -1811.00007
18
2018
On Training Deep Generative Models with Latent Variables
Djordje Miladinovic
ETH Zurich
1
2021
On the Transfer of Inductive Bias from Simulation to the Real World: a New Disentanglement Dataset
Bernhard Schölkopf , Olivier Bachem , Martin Breidt , Manuel Wüthrich
arXiv: Machine Learning
90
2019
SPINDLE: End-to-end learning from EEG/EMG to extrapolate animal sleep scoring across experimental settings, labs and species.
Đorđe Miladinović , Christine Muheim , Stefan Bauer , Andrea Spinnler
PLOS Computational Biology 15 ( 4)
35
2019
Disentangled state space representations
Đorđe Miladinović , Muhammad Waleed Gondal , Bernhard Schölkopf , Joachim M Buhmann
arXiv preprint arXiv:1906.03255
23
2019
Spatial dependency networks: Neural layers for improved generative image modeling
Đorđe Miladinović , Aleksandar Stanić , Stefan Bauer , Jürgen Schmidhuber
arXiv preprint arXiv:2103.08877
7
2021
DISENTANGLED STATE SPACE MODELS: UNSUPERVISED LEARNING OF DYNAMICS ACROSS HETEROGENEOUS ENVIRONMENTS
B. Schölkopf , J. M. Buhmann , S. Bauer , M. W. Gondal
international conference on learning representations
2
2019