Ozan Özdenizci

Restoring Vision in Adverse Weather Conditions With Patch-Based Denoising Diffusion Models

Ozan Özdenizci, Robert Legenstein · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2023 · 341 citations

Engineering, Machine Learning, Vision Transformers +17

Causal interpretation rules for encoding and decoding models in neuroimaging

Sebastian Weichwald, Timm Meyer, Ozan Özdenizci et al. · NeuroImage · 2015 · 102 citations · Full text

Cognitive Science, Neuroimaging Modality, Computational Neuroscience +12

Learning Invariant Representations From EEG via Adversarial Inference

Ozan Özdenizci, Ye Wang, Toshiaki Koike‐Akino et al. · IEEE Access · 2020 · 97 citations · Full text

Data Augmentation, Engineering, Machine Learning +15

Transfer Learning in Brain-Computer Interfaces with Adversarial Variational Autoencoders

Ozan Özdenizci, Ye Wang, Toshiaki Koike‐Akino et al. · 2019 · 69 citations

EEG2Vec: Learning Affective EEG Representations via Variational Autoencoders

David Bethge, Philipp Hallgarten, Tobias Große-Puppendahl et al. · 2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC) · 2022 · 36 citations

Engineering, Machine Learning, Affective Eeg Representations +16