Umut Güçlü

Assistant Professor, Radboud University Nijmegen

Joined

July 2019

Names

Umut Güçlü

Emails

****@donders.ru.nl (Confirmed)

Personal Links

Career & Education History

Assistant Professor

Radboud University Nijmegen (ru.nl)

2018 – Present

Postdoc

Radboud University Nijmegen (ru.nl)

2017 – 2018

PhD student

Radboud University Nijmegen (ru.nl)

2013 – 2017

Advisors, Relations & Conflicts

Coauthor

Luca Ambrogioni

2017 – Present

Family

Yağmur Güçlütürk

2003 – Present

PhD Advisor

Marcel van Gerven

2013 – 2017

Expertise

computer graphics

reinforcement learning

2018 – Present

computer vision

deep learning

2013 – Present

neural coding

neuroimaging

neuroscience

2011 – Present

Publications

Dimensions underlying the representational alignment of deep neural networks with humans
Florian P. Mahner, Lukas Muttenthaler, Umut Güçlü, Martin N Hebart
- arXiv
- Readers: Everyone
MonkeySee: Space-time-resolved reconstructions of natural images from macaque multi-unit activity
Lynn Le, Paolo Papale, K. Seeliger, Antonio Lozano, Thirza Dado, Feng Wang, Pieter R. Roelfsema, Marcel van Gerven, Yağmur Güçlütürk, Umut Güçlü
- NeurIPS 2024 poster
- Readers: Everyone
Affine feature response transforms
Lynn Le, Nils Kimman, Thirza Dado, Yağmur Güçlütürk, Umut Güçlü
- ICLR 2024 Conference Desk Rejected Submission
- Readers: Everyone
Brain2GAN; Reconstructing perceived faces from the primate brain via StyleGAN3
Thirza Dado, Paolo Papale, Antonio Lozano, Lynn Le, Feng Wang, Marcel van Gerven, Pieter R. Roelfsema, Yağmur Güçlütürk, Umut Güçlü
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
P4O: Efficient Deep Reinforcement Learning with Predictive Processing Proximal Policy Optimization
Burcu Küçükoğlu, Walraaf Borkent, Bodo Rueckauer, Nasir Ahmad, Umut Güçlü, Marcel van Gerven
- 29 Sept 2021 (modified: 13 Feb 2023)
- ICLR 2022 Conference Withdrawn Submission
- Readers: Everyone
A large single-participant fMRI dataset for probing brain responses to naturalistic stimuli in space and time
K. Seeliger, R. P. Sommers, Umut Güçlü, Sander E. Bosch, Marcel van Gerven
- 04 Sept 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
End-to-end neural system identification with neural information flow
K. Seeliger, Luca Ambrogioni, Yağmur Güçlütürk, Leonieke M. van den Bulk, Umut Güçlü, Marcel van Gerven
- 04 Sept 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
The 3TConv: An Intrinsic Approach to Explainable 3D CNNs
Gabrielle Ras, Luca Ambrogioni, Pim Haselager, Marcel van Gerven, Umut Güçlü
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Withdrawn Submission
- Readers: Everyone
Hyperrealistic neural decoding: Reconstruction of face stimuli from fMRI measurements via the GAN latent space
Thirza Dado, Yağmur Güçlütürk, Luca Ambrogioni, Gabrielle Ras, Sander E. Bosch, Marcel van Gerven, Umut Güçlü
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
Wasserstein Variational Inference
Luca Ambrogioni, Umut Güçlü, Yagmur Güçlütürk, Max Hinne, Marcel A. J. van Gerven, Eric Maris
- 2018 (modified: 11 Nov 2022)
- NeurIPS 2018
- Readers: Everyone

View all 14 publications

Co-Authors

View all 31 co-authors