دنبال کردن
Wouter M. Kouw
عنوان
نقل شده توسط
نقل شده توسط
سال
A review of domain adaptation without target labels‏
WM Kouw, M Loog‏
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019‏
6572019
An introduction to domain adaptation and transfer learning‏
WM Kouw, M Loog‏
TU Delft Technical Report, 2018‏
4822018
CT image segmentation of bone for medical additive manufacturing using a CNN‏
J Minnema, M van Eijnatten, WM Kouw, F Diblen, AM Mendrik, J Wolff‏
Computers in Biology and Medicine 103, 130-139, 2018‏
1462018
Feature-level domain adaptation‏
WM Kouw, LJP van der Maaten, JH Krijthe, M Loog‏
Journal of Machine Learning Research 17 (171), 1-32, 2016‏
852016
The data representativeness criterion‏
E Schat, R van de Schoot, WM Kouw, D Veen, AM Mendrik‏
PLOS One 2020, 2020‏
31*2020
Learning an MR acquisition-invariant representation using Siamese neural networks‏
WM Kouw, M Loog, LW Bartels, AM Mendrik‏
IEEE International Symposium on Biomedical Imaging 2019 (16), 364 - 367, 2019‏
24*2019
On epistemics in expected free energy for linear Gaussian state space models‏
MT Koudahl, WM Kouw, B de Vries‏
Entropy 23 (12), 1565, 2021‏
152021
Back to the future – temporal adaptation of text representations‏
J Bjerva, WM Kouw, I Augenstein‏
AAAI Conference on Artificial Intelligence 34 (5), 7440-7447, 2020‏
15*2020
A cross-center smoothness prior for variational Bayesian brain tissue segmentation‏
WM Kouw, SN Ørting, J Petersen, KS Pedersen, M de Bruijne‏
International Conference on Information Processing in Medical Imaging 2019 …, 2019‏
132019
Robust importance-weighted cross-validation under sample selection bias‏
WM Kouw, JH Krijthe, M Loog‏
IEEE International Workshop on Machine Learning for Signal Processing 2019 (29), 2019‏
11*2019
On regularization parameter estimation under covariate shift‏
WM Kouw, M Loog‏
International Conference on Pattern Recognition 2016 (23), 426-431, 2017‏
82017
Message passing-based inference for time-varying autoregressive models‏
A Podusenko, WM Kouw, B de Vries‏
Entropy 23 (6), 683, 2021‏
72021
Online variational message passing in hierarchical autoregressive models‏
A Podusenko, WM Kouw, B de Vries‏
IEEE International Symposium on Information Theory 2020, 2020‏
72020
Robust domain-adaptive discriminant analysis‏
WM Kouw, M Loog‏
Pattern Recognition Letters, 1-8, 2021‏
6*2021
Variational message passing for online polynomial NARMAX identification‏
W Kouw, A Podusenko, M Koudahl, M Schoukens‏
American Control Conference, 2022‏
52022
Information-seeking polynomial NARX model-predictive control through expected free energy minimization‏
WM Kouw‏
IEEE Control Systems Letters 8, 37-42, 2023‏
42023
Target robust discriminant analysis‏
WM Kouw, M Loog‏
IAPR International Workshop on Statistical Pattern Recognition, 1-10, 2021‏
4*2021
Bayesian joint state and parameter tracking in autoregressive models‏
I Senoz, A Podusenko, WM Kouw, B de Vries‏
Conference on Learning for Dynamics and Control 2020, 2020‏
42020
Effects of sampling skewness of the importance-weighted risk estimator on model selection‏
WM Kouw, M Loog‏
International Conference on Pattern Recognition 2018 (24), 1468 - 1473, 2018‏
42018
Message passing-based system identification for NARMAX models‏
A Podusenko, S Akbayrak, I Șenöz, M Schoukens, WM Kouw‏
Conference on Decision and Control, 2022‏
32022
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مقاله‌ها 1–20