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ORCIDYagmur Güçlütürk
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2020 – today
- 2024
[j7]Thirza Dado
, Paolo Papale, Antonio Lozano, Lynn Le, Feng Wang, Marcel van Gerven, Pieter R. Roelfsema, Yagmur Güçlütürk, Umut Güçlü:
Brain2GAN: Feature-disentangled neural encoding and decoding of visual perception in the primate brain. PLoS Comput. Biol. 20(5): 1012058 (2024)- [c11]Lynn Le, Paolo Papale, Katja Seeliger, Antonio Lozano, Thirza Dado, Feng Wang, Pieter R. Roelfsema, Marcel A. J. van Gerven, Yagmur Güçlütürk, Umut Güçlü:
MonkeySee: Space-time-resolved reconstructions of natural images from macaque multi-unit activity. NeurIPS 2024 - 2022
- [j6]Júlio C. S. Jacques Júnior, Yagmur Güçlütürk, Marc Pérez, Umut Güçlü, Carlos Andújar, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon, Marcel A. J. van Gerven, Rob van Lier, Sergio Escalera:
First Impressions: A Survey on Vision-Based Apparent Personality Trait Analysis. IEEE Trans. Affect. Comput. 13(1): 75-95 (2022) - [j5]Hugo Jair Escalante, Heysem Kaya, Albert Ali Salah, Sergio Escalera, Yagmur Güçlütürk, Umut Güçlü, Xavier Baró, Isabelle Guyon, Júlio C. S. Jacques Júnior, Meysam Madadi, Stéphane Ayache, Evelyne Viegas, Furkan Gürpinar, Achmadnoer Sukma Wicaksana, Cynthia C. S. Liem, Marcel A. J. van Gerven, Rob van Lier:
Modeling, Recognizing, and Explaining Apparent Personality From Videos. IEEE Trans. Affect. Comput. 13(2): 894-911 (2022) - 2021
- [j4]Katja Seeliger, Luca Ambrogioni, Yagmur Güçlütürk, L. M. van den Bulk, Umut Güçlü, Marcel A. J. van Gerven:
End-to-end neural system identification with neural information flow. PLoS Comput. Biol. 17(2) (2021) - 2020
- [j3]Sergio Escalera, Hugo Jair Escalante, Xavier Baró, Isabelle Guyon, Meysam Madadi, Jun Wan, Stéphane Ayache, Yagmur Güçlütürk, Umut Güçlü:
Guest Editorial: Image and Video Inpainting and Denoising. IEEE Trans. Pattern Anal. Mach. Intell. 42(5): 1021-1024 (2020)
2010 – 2019
- 2019
- [c10]Caroline J. M. Bollen, Umut Güçlü, Richard J. A. van Wezel, Marcel A. J. van Gerven, Yagmur Güçlütürk:
Simulating neuroprosthetic vision for emotion recognition. ACII Workshops 2019: 85-87 - [c9]Luca Ambrogioni, Umut Güçlü, Julia Berezutskaya, Eva W. P. van den Borne, Yagmur Güçlütürk, Max Hinne, Eric Maris, Marcel van Gerven:
Forward Amortized Inference for Likelihood-Free Variational Marginalization. AISTATS 2019: 777-786 - [p1]Marcel A. J. van Gerven, Katja Seeliger, Umut Güçlü, Yagmur Güçlütürk:
Current Advances in Neural Decoding. Explainable AI 2019: 379-394 - 2018
- [j2]Katja Seeliger, Umut Güçlü, Luca Ambrogioni, Yagmur Güçlütürk, Marcel A. J. van Gerven:
Generative adversarial networks for reconstructing natural images from brain activity. NeuroImage 181: 775-785 (2018) - [j1]Yagmur Güçlütürk, Umut Güçlü, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon, Sergio Escalera, Marcel A. J. van Gerven, Rob van Lier:
Multimodal First Impression Analysis with Deep Residual Networks. IEEE Trans. Affect. Comput. 9(3): 316-329 (2018) - [c8]Luca Ambrogioni, Umut Güçlü, Yagmur Güçlütürk, Max Hinne, Marcel A. J. van Gerven, Eric Maris:
Wasserstein Variational Inference. NeurIPS 2018: 2478-2487 - [i9]Hugo Jair Escalante, Heysem Kaya, Albert Ali Salah, Sergio Escalera, Yagmur Güçlütürk, Umut Güçlü, Xavier Baró, Isabelle Guyon, Júlio C. S. Jacques Júnior, Meysam Madadi, Stéphane Ayache, Evelyne Viegas, Furkan Gürpinar, Achmadnoer Sukma Wicaksana, Cynthia C. S. Liem, Marcel A. J. van Gerven, Rob van Lier:
Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos. CoRR abs/1802.00745 (2018) - [i8]Júlio C. S. Jacques Júnior, Yagmur Güçlütürk, Marc Pérez, Umut Güçlü, Carlos Andújar, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon, Marcel A. J. van Gerven, Rob van Lier, Sergio Escalera:
First Impressions: A Survey on Computer Vision-Based Apparent Personality Trait Analysis. CoRR abs/1804.08046 (2018) - [i7]Luca Ambrogioni, Umut Güçlü, Yagmur Güçlütürk, Max Hinne, Marcel A. J. van Gerven, Eric Maris:
Wasserstein Variational Inference. CoRR abs/1805.11284 (2018) - [i6]Luca Ambrogioni, Umut Güçlü, Julia Berezutskaya, Eva W. P. van den Borne, Yagmur Güçlütürk, Max Hinne, Eric Maris, Marcel A. J. van Gerven:
Forward Amortized Inference for Likelihood-Free Variational Marginalization. CoRR abs/1805.11542 (2018) - [i5]Luca Ambrogioni, Umut Güçlü, Yagmur Güçlütürk, Marcel van Gerven:
Wasserstein Variational Gradient Descent: From Semi-Discrete Optimal Transport to Ensemble Variational Inference. CoRR abs/1811.02827 (2018) - 2017
- [c7]Yagmur Güçlütürk, Umut Güçlü, Marc Pérez, Hugo Jair Escalante, Xavier Baró, Carlos Andújar, Isabelle Guyon, Júlio C. S. Jacques Júnior, Meysam Madadi, Sergio Escalera, Marcel A. J. van Gerven, Rob van Lier:
Visualizing Apparent Personality Analysis with Deep Residual Networks. ICCV Workshops 2017: 3101-3109 - [c6]Hugo Jair Escalante, Isabelle Guyon, Sergio Escalera, Júlio C. S. Jacques Júnior, Meysam Madadi, Xavier Baró, Stéphane Ayache, Evelyne Viegas, Yagmur Güçlütürk, Umut Güçlü, Marcel A. J. van Gerven, Rob van Lier:
Design of an explainable machine learning challenge for video interviews. IJCNN 2017: 3688-3695 - [c5]Yagmur Güçlütürk, Umut Güçlü, Katja Seeliger, Sander E. Bosch, Rob van Lier, Marcel A. J. van Gerven:
Reconstructing perceived faces from brain activations with deep adversarial neural decoding. NIPS 2017: 4246-4257 - [i4]Umut Güçlü, Yagmur Güçlütürk, Meysam Madadi, Sergio Escalera, Xavier Baró, Jordi Gonzàlez, Rob van Lier, Marcel A. J. van Gerven:
End-to-end semantic face segmentation with conditional random fields as convolutional, recurrent and adversarial networks. CoRR abs/1703.03305 (2017) - [i3]Yagmur Güçlütürk, Umut Güçlü, Katja Seeliger, Sander E. Bosch, Rob van Lier, Marcel van Gerven:
Deep adversarial neural decoding. CoRR abs/1705.07109 (2017) - 2016
- [c4]Yagmur Güçlütürk, Umut Güçlü, Marcel A. J. van Gerven, Rob van Lier:
Deep Impression: Audiovisual Deep Residual Networks for Multimodal Apparent Personality Trait Recognition. ECCV Workshops (3) 2016: 349-358 - [c3]Yagmur Güçlütürk, Umut Güçlü, Rob van Lier, Marcel A. J. van Gerven:
Convolutional Sketch Inversion. ECCV Workshops (1) 2016: 810-824 - [i2]Yagmur Güçlütürk, Umut Güçlü, Rob van Lier, Marcel A. J. van Gerven:
Convolutional Sketch Inversion. CoRR abs/1606.03073 (2016) - [i1]Yagmur Güçlütürk, Umut Güçlü, Marcel A. J. van Gerven, Rob van Lier:
Deep Impression: Audiovisual Deep Residual Networks for Multimodal Apparent Personality Trait Recognition. CoRR abs/1609.05119 (2016) - 2011
- [c2]Umut Güçlü, Yagmur Güçlütürk, Chu Kiong Loo:
Evaluation of fractal dimension estimation methods for feature extraction in motor imagery based brain computer interface. WCIT 2011: 589-594 - 2010
- [c1]Umut Güçlü, Yagmur Güçlütürk, Andrews Samraj:
A novel approach to improve the performance of the P300 speller paradigm. SMC 2010: 3786-3790
Coauthor Index
aka: Marcel A. J. van Gerven
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