עקוב אחר
Klaus Greff
Klaus Greff
Research Scientist at Google Brain
כתובת אימייל מאומתת בדומיין usi.ch - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
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
80012016
Training very deep networks‏
RK Srivastava, K Greff, J Schmidhuber‏
Advances in neural information processing systems 28, 2015‏
34762015
Highway networks‏
RK Srivastava, K Greff, J Schmidhuber‏
arXiv preprint arXiv:1505.00387, 2015‏
27452015
Palm-e: An embodied multimodal language model‏
D Driess, F Xia, MSM Sajjadi, C Lynch, A Chowdhery, A Wahid, ...‏
16902023
A Clockwork RNN‏
J Koutnik, K Greff, F Gomez, J Schmidhuber‏
International Conference on Machine Learning, 1863-1871, 2014‏
7182014
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
5462019
Neural Expectation Maximization‏
K Greff, S van Steenkiste, J Schmidhuber‏
Advances in Neural Information Processing Systems 30, 6694--6704, 2017‏
3362017
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
2302022
Conditional object-centric learning from video‏
T Kipf, GF Elsayed, A Mahendran, A Stone, S Sabour, G Heigold, ...‏
arXiv preprint arXiv:2111.12594, 2021‏
2232021
Scalable Gradient-Based Tuning of Continuous Regularization Hyperparameters‏
J Luketina, M Berglund, K Greff, T Raiko‏
arXiv preprint, 2015‏
2112015
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
1972022
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
1462022
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
932022
Highway networks. arXiv 2015‏
RK Srivastava, K Greff, J Schmidhuber‏
arXiv preprint arXiv:1505.00387, 2015‏
872015
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מאמרים 1–20