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1

An Efficient Learning Procedure for Deep Boltzmann Machines

Salakhutdinov, Ruslan, Hinton, Geoffrey

Journal:

Neural Computation

Year:

2012

Language:

english

File:

PDF, 1.33 MB

english, 2012

2

[ACM Press the 24th international conference - Corvalis, Oregon (2007.06.20-2007.06.24)] Proceedings of the 24th international conference on Machine learning - ICML '07 - Restricted Boltzmann machines for collaborative filtering

Salakhutdinov, Ruslan, Mnih, Andriy, Hinton, Geoffrey

Year:

2007

Language:

english

File:

PDF, 271 KB

english, 2007

3

Discovering Binary Codes for Documents by Learning Deep Generative Models

Geoffrey Hinton, Ruslan Salakhutdinov

Journal:

Topics in Cognitive Science

Year:

2011

Language:

english

File:

PDF, 920 KB

english, 2011

4

Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function

Sachan, Devendra Singh, Zaheer, Manzil, Salakhutdinov, Ruslan

Journal:

Proceedings of the AAAI Conference on Artificial Intelligence

Year:

2019

Language:

english

File:

PDF, 686 KB

english, 2019

5

Semantic hashing

Ruslan Salakhutdinov, Geoffrey Hinton

Journal:

International Journal of Approximate Reasoning

Year:

2009

Language:

english

File:

PDF, 627 KB

english, 2009

6

Guest Editors' Introduction: Special Section on Learning Deep Architectures

Bengio, Samy, Deng, Li, Larochelle, Hugo, Lee, Honglak, Salakhutdinov, Ruslan

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Year:

2013

Language:

english

File:

PDF, 142 KB

english, 2013

7

[ACM Press the 25th international conference - Helsinki, Finland (2008.07.05-2008.07.09)] Proceedings of the 25th international conference on Machine learning - ICML '08 - Bayesian probabilistic matrix factorization using Markov chain Monte Carlo

Salakhutdinov, Ruslan, Mnih, Andriy

Year:

2008

Language:

english

File:

PDF, 469 KB

english, 2008

8

[IEEE 2015 IEEE International Conference on Computer Vision (ICCV) - Santiago, Chile (2015.12.7-2015.12.13)] 2015 IEEE International Conference on Computer Vision (ICCV) - Aligning Books and Movies: Towards Story-Like Visual Explanations by Watching Movies and Reading Books

Zhu, Yukun, Kiros, Ryan, Zemel, Rich, Salakhutdinov, Ruslan, Urtasun, Raquel, Torralba, Antonio, Fidler, Sanja

Year:

2015

Language:

english

File:

PDF, 2.34 MB

english, 2015

9

[IEEE 2015 IEEE International Conference on Computer Vision (ICCV) - Santiago, Chile (2015.12.7-2015.12.13)] 2015 IEEE International Conference on Computer Vision (ICCV) - Predicting Deep Zero-Shot Convolutional Neural Networks Using Textual Descriptions

Ba, Jimmy Lei, Swersky, Kevin, Fidler, Sanja, Salakhutdinov, Ruslan

Year:

2015

Language:

english

File:

PDF, 1.15 MB

english, 2015

10

Deep learning for neuroimaging: a validation study

Plis, Sergey M., Hjelm, Devon R., Salakhutdinov, Ruslan, Allen, Elena A., Bockholt, Henry J., Long, Jeffrey D., Johnson, Hans J., Paulsen, Jane S., Turner, Jessica A., Calhoun, Vince D.

Journal:

Frontiers in Neuroscience

Year:

2014

Language:

english

File:

PDF, 4.01 MB

english, 2014

11

[IEEE 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - Seattle, WA, USA (2020.6.13-2020.6.19)] 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - Neural Topological SLAM for Visual Navigation

Singh Chaplot, Devendra, Salakhutdinov, Ruslan, Gupta, Abhinav, Gupta, Saurabh

Year:

2020

File:

PDF, 2.04 MB

2020

12

Restricted Boltzmann machines for neuroimaging: An application in identifying intrinsic networks

Hjelm, R. Devon, Calhoun, Vince D., Salakhutdinov, Ruslan, Allen, Elena A., Adali, Tulay, Plis, Sergey M.

Journal:

Year:

2014

Language:

english

File:

PDF, 4.20 MB

english, 2014

13

[IEEE 2011 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Colorado Springs, CO, USA (2011.06.20-2011.06.25)] CVPR 2011 - Learning to share visual appearance for multiclass object detection

Salakhutdinov, Ruslan, Torralba, Antonio, Tenenbaum, Josh

Year:

2011

Language:

english

File:

PDF, 811 KB

english, 2011

14

[IEEE ICASSP 2012 - 2012 IEEE International Conference on Acoustics, Speech and Signal Processing - Kyoto, Japan (2012.03.25-2012.03.30)] 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Resource configurable spoken query detection using Deep Boltzmann Machines

Zhang, Yaodong, Salakhutdinov, Ruslan, Chang, Hung-An, Glass, James

Year:

2012

Language:

english

File:

PDF, 99 KB

english, 2012

15

[ACM Press the 25th international conference - Helsinki, Finland (2008.07.05-2008.07.09)] Proceedings of the 25th international conference on Machine learning - ICML '08 - On the quantitative analysis of deep belief networks

Salakhutdinov, Ruslan, Murray, Iain

Year:

2008

Language:

english

File:

PDF, 365 KB

english, 2008

16

Learning Deep Generative Models

Salakhutdinov, Ruslan

Journal:

Annual Review of Statistics and Its Application

Year:

2015

Language:

english

File:

PDF, 2.86 MB

english, 2015

17

[ACM Press the 26th Annual International Conference - Montreal, Quebec, Canada (2009.06.14-2009.06.18)] Proceedings of the 26th Annual International Conference on Machine Learning - ICML '09 - Learning nonlinear dynamic models

Langford, John, Salakhutdinov, Ruslan, Zhang, Tong

Year:

2009

Language:

english

File:

PDF, 637 KB

english, 2009

18

[ACM Press the 26th Annual International Conference - Montreal, Quebec, Canada (2009.06.14-2009.06.18)] Proceedings of the 26th Annual International Conference on Machine Learning - ICML '09 - Evaluation methods for topic models

Wallach, Hanna M., Murray, Iain, Salakhutdinov, Ruslan, Mimno, David

Year:

2009

Language:

english

File:

PDF, 698 KB

english, 2009

19

[ACM Press the 20th ACM SIGKDD international conference - New York, New York, USA (2014.08.24-2014.08.27)] Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '14 - Deep learning

Salakhutdinov, Ruslan

Year:

2014

Language:

english

File:

PDF, 349 KB

english, 2014

20

[IEEE 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Boston, MA, USA (2015.6.7-2015.6.12)] 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - segDeepM: Exploiting segmentation and context in deep neural networks for object detection

Yukun Zhu,, Urtasun, Raquel, Salakhutdinov, Ruslan, Fidler, Sanja

Year:

2015

Language:

english

File:

PDF, 1.36 MB

english, 2015

21

[IEEE 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Honolulu, HI (2017.7.21-2017.7.26)] 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - The More You Know: Using Knowledge Graphs for Image Classification

Marino, Kenneth, Salakhutdinov, Ruslan, Gupta, Abhinav

Year:

2017

Language:

english

File:

PDF, 12.02 MB

english, 2017

22

[IEEE 2017 IEEE International Conference on Computer Vision (ICCV) - Venice (2017.10.22-2017.10.29)] 2017 IEEE International Conference on Computer Vision (ICCV) - Learning Robust Visual-Semantic Embeddings

Tsai, Yao-Hung Hubert, Huang, Liang-Kang, Salakhutdinov, Ruslan

Year:

2017

Language:

english

File:

PDF, 947 KB

english, 2017

23

[IEEE 2017 IEEE International Conference on Computer Vision (ICCV) - Venice (2017.10.22-2017.10.29)] 2017 IEEE International Conference on Computer Vision (ICCV) - Deep Determinantal Point Process for Large-Scale Multi-label Classification

Xie, Pengtao, Salakhutdinov, Ruslan, Mou, Luntian, Xing, Eric P.

Year:

2017

Language:

english

File:

PDF, 757 KB

english, 2017

24

[IEEE 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Honolulu, HI (2017.7.21-2017.7.26)] 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Spatially Adaptive Computation Time for Residual Networks

Figurnov, Michael, Collins, Maxwell D., Zhu, Yukun, Zhang, Li, Huang, Jonathan, Vetrov, Dmitry, Salakhutdinov, Ruslan

Year:

2017

Language:

english

File:

PDF, 1.38 MB

english, 2017

25

[IEEE 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) - Salt Lake City, UT, USA (2018.6.18-2018.6.22)] 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) - Global Pose Estimation with an Attention-Based Recurrent Network

Parisotto, Emilio, Chaplot, Devendra Singh, Zhang, Jian, Salakhutdinov, Ruslan

Year:

2018

Language:

english

File:

PDF, 901 KB

english, 2018

26

[ACM Press the 25th ACM SIGKDD International Conference - Anchorage, AK, USA (2019.08.04-2019.08.08)] Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining - KDD '19 - Integrating Domain-Knowledge into Deep Learning

Salakhutdinov, Ruslan

Year:

2019

Language:

english

File:

PDF, 662 KB

english, 2019

27

[IEEE 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - Long Beach, CA, USA (2019.6.15-2019.6.20)] 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - Video Relationship Reasoning Using Gated Spatio-Temporal Energy Graph

Tsai, Yao-Hung Hubert, Divvala, Santosh, Morency, Louis-Philippe, Salakhutdinov, Ruslan, Farhadi, Ali

Year:

2019

Language:

english

File:

PDF, 3.85 MB

english, 2019

28

[IEEE ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Barcelona, Spain (2020.5.4-2020.5.8)] ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Complex Transformer: A Framework for Modeling Complex-Valued Sequence

Yang, Muqiao, Ma, Martin Q., Li, Dongyu, Tsai, Yao-Hung Hubert, Salakhutdinov, Ruslan

Year:

2020

File:

PDF, 574 KB

2020