L. Theis
What makes an image realistic?
Proceedings of the 41st International Conference on Machine Learning, 2024
#perceptual quality #realism #compression #generative modeling #outlier detection
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T. Nguyen-Phuoc, C. Li, L. Theis, C. Richardt, and Y.-L. Yang
HoloGAN: Unsupervised learning of 3D representations from natural images
International Conference on Computer Vision, 2019
#generative modeling #3d #deep learning
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L. Theis, A. van den Oord, and M. Bethge
A note on the evaluation of generative models
International Conference on Learning Representations, 2016
#generative modeling
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L. Theis and M. Bethge
Generative Image Modeling Using Spatial LSTMs
Advances in Neural Information Processing Systems 28, 2015
#deep learning #generative modeling #natural image statistics #lstm #mcgsm
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L. Theis, A. M. Chagas, D. Arnstein, C. Schwarz, and M. Bethge
Beyond GLMs: A Generative Mixture Modeling Approach to Neural System Identification
PLoS Computational Biology, 9(11), 2013
#generalized linear model #spiking neurons #mixture models #generative modeling
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