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Klaus Greff
Klaus Greff
Research Scientist at Google Brain
Preverjeni e-poštni naslov na usi.ch - Domača stran
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Leto
LSTM: A search space odyssey
K Greff, RK Srivastava, J Koutník, BR Steunebrink, J Schmidhuber
IEEE transactions on neural networks and learning systems 28 (10), 2222-2232, 2016
80112016
Training very deep networks
RK Srivastava, K Greff, J Schmidhuber
Advances in neural information processing systems 28, 2015
34782015
Highway networks
RK Srivastava, K Greff, J Schmidhuber
arXiv preprint arXiv:1505.00387, 2015
27462015
Palm-e: An embodied multimodal language model
D Driess, F Xia, MSM Sajjadi, C Lynch, A Chowdhery, A Wahid, ...
16982023
A Clockwork RNN
J Koutnik, K Greff, F Gomez, J Schmidhuber
International Conference on Machine Learning, 1863-1871, 2014
7192014
Multi-Object Representation Learning with Iterative Variational Inference
K Greff, RL Kaufman, R Kabra, N Watters, C Burgess, D Zoran, L Matthey, ...
arXiv preprint arXiv:1903.00450, 2019
5482019
Neural Expectation Maximization
K Greff, S van Steenkiste, J Schmidhuber
Advances in Neural Information Processing Systems 30, 6694--6704, 2017
3372017
Relational neural expectation maximization: Unsupervised discovery of objects and their interactions
S Van Steenkiste, M Chang, K Greff, J Schmidhuber
arXiv preprint arXiv:1802.10353, 2018
3212018
On the binding problem in artificial neural networks
K Greff, S Van Steenkiste, J Schmidhuber
arXiv preprint arXiv:2012.05208, 2020
3012020
Highway and residual networks learn unrolled iterative estimation
K Greff, RK Srivastava, J Schmidhuber
arXiv preprint arXiv:1612.07771, 2016
2742016
Kubric: A scalable dataset generator
K Greff, F Belletti, L Beyer, C Doersch, Y Du, D Duckworth, DJ Fleet, ...
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022
2312022
Conditional object-centric learning from video
T Kipf, GF Elsayed, A Mahendran, A Stone, S Sabour, G Heigold, ...
arXiv preprint arXiv:2111.12594, 2021
2252021
Scalable Gradient-Based Tuning of Continuous Regularization Hyperparameters
J Luketina, M Berglund, K Greff, T Raiko
arXiv preprint, 2015
2122015
Scene representation transformer: Geometry-free novel view synthesis through set-latent scene representations
MSM Sajjadi, H Meyer, E Pot, U Bergmann, K Greff, N Radwan, S Vora, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
1982022
Tagger: Deep unsupervised perceptual grouping
K Greff, A Rasmus, M Berglund, T Hao, H Valpola, J Schmidhuber
Advances in Neural Information Processing Systems 29, 2016
1782016
Savi++: Towards end-to-end object-centric learning from real-world videos
G Elsayed, A Mahendran, S Van Steenkiste, K Greff, MC Mozer, T Kipf
Advances in Neural Information Processing Systems 35, 28940-28954, 2022
1482022
Object scene representation transformer
MSM Sajjadi, D Duckworth, A Mahendran, S Van Steenkiste, F Pavetic, ...
Advances in neural information processing systems 35, 9512-9524, 2022
1112022
The Sacred Infrastructure for Computational Research.
K Greff, A Klein, M Chovanec, F Hutter, J Schmidhuber
SciPy 17, 49-56, 2017
1032017
Slotformer: Unsupervised visual dynamics simulation with object-centric models
Z Wu, N Dvornik, K Greff, T Kipf, A Garg
arXiv preprint arXiv:2210.05861, 2022
962022
Highway networks. arXiv 2015
RK Srivastava, K Greff, J Schmidhuber
arXiv preprint arXiv:1505.00387, 2015
882015
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