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Publication name
Authors
Publication channel
Year

A kernel-learning approach to semi-supervised clustering with relative distance comparisons

Peer-reviewed
Amid, Ehsan; Gionis, Aristides; Ukkonen, Antti
SPRINGER2015

Advances in Weakly Supervised Learning of Morphology

Open access
Kohonen, Oskar
Aalto University2015

Self-supervised representation learning from electroencephalography signals

Peer-reviewed
DOI
10.1109/MLSP.2019.8918693
Banville, Hubert; Albuquerque, Isabela; Hyvärinen, Aapo; Moffat, Grame; Engemann, Denis-Alexander; G...
IEEE International Workshop on Machine Learning for Signal Processing2019

Semi-Supervised Few-Shot Class-Incremental Learning

Peer-reviewed
Open access
DOI
10.1109/icip42928.2021.9506346
Cui, Yawen; Xiong, Wuti; Tavakolian, Mohammad; Liu, Li
Proceedings : International Conference on Image Processing2021

Interpolation-based Semi-supervised Learning for Object Detection

Peer-reviewed
Open access
DOI
10.1109/CVPR46437.2021.01143
Jeong, Jisoo; Verma, Vikas; Hyun, Minsung; Kannala, Juho; Kwak, Nojun
IEEE Computer Society Conference on Computer Vision and Pattern Recognition2021

RS+rPPG: Robust Strongly Self-Supervised Learning for rPPG

Peer-reviewed
Open access
DOI
10.1109/tcsvt.2025.3544676
Savic, Marko; Zhao, Guoying
IEEE transactions on circuits and systems for video technology2025

MER 2023: Multi-label Learning, Modality Robustness, and Semi-Supervised Learning

Peer-reviewed
Open access
DOI
10.1145/3581783.3612836
Lian, Zheng; Sun, Haiyang; Sun, Licai; Chen, Kang; Xu, Mngyu; Wang, Kexin; Xu, Ke; He, Yu; Li, Ying;...
ACM Multimedia2023

Cross-modal Self-Supervised Learning for Lip Reading: When Contrastive Learning meets Adversarial Training

Peer-reviewed
Open access
DOI
10.1145/3474085.3475415
Sheng, C.; Pietikäinen, M.; Tian, Q.; Liu, L.
ACM Multimedia2021

Minimal learning machine : a novel supervised distance-based approach for regression and classification

Peer-reviewed
DOI
10.1016/j.neucom.2014.11.073
Amauri Holanda de Souza Júnior; Francesco Corona; Guilherme A. Barreto; Yoan Miche; Amaury Lendass...
Neurocomputing2015

Uncovering the structure of clinical EEG signals with self-supervised learning

Peer-reviewed
DOI
10.1088/1741-2552/abca18
Banville, Hubert; Chehab, Omar; Hyvarinen, Aapo; Engemann, Denis-Alexander; Gramfort, Alexandre
Journal of Neural Engineering2021

A kernel-learning approach to semi-supervised clustering with relative distance comparisons

Peer-reviewed
2015

Advances in Weakly Supervised Learning of Morphology

Open access
2015

Self-supervised representation learning from electroencephalography signals

Peer-reviewed
DOI
10.1109/MLSP.2019.8918693
2019

Semi-Supervised Few-Shot Class-Incremental Learning

Peer-reviewed
Open access
DOI
10.1109/icip42928.2021.9506346
2021

Interpolation-based Semi-supervised Learning for Object Detection

Peer-reviewed
Open access
DOI
10.1109/CVPR46437.2021.01143
2021

RS+rPPG: Robust Strongly Self-Supervised Learning for rPPG

Peer-reviewed
Open access
DOI
10.1109/tcsvt.2025.3544676
2025

MER 2023: Multi-label Learning, Modality Robustness, and Semi-Supervised Learning

Peer-reviewed
Open access
DOI
10.1145/3581783.3612836
2023

Cross-modal Self-Supervised Learning for Lip Reading: When Contrastive Learning meets Adversarial Training

Peer-reviewed
Open access
DOI
10.1145/3474085.3475415
2021

Minimal learning machine : a novel supervised distance-based approach for regression and classification

Peer-reviewed
DOI
10.1016/j.neucom.2014.11.073
2015

Uncovering the structure of clinical EEG signals with self-supervised learning

Peer-reviewed
DOI
10.1088/1741-2552/abca18
2021