Jimmy Ba

According to our database1, Jimmy Ba authored at least 20 papers between 2011 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2018
On the Convergence and Robustness of Training GANs with Regularized Optimal Transport.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Reversible Recurrent Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Flipout: Efficient Pseudo-Independent Weight Perturbations on Mini-Batches.
Proceedings of the 6th International Conference on Learning Representations, 2018

NerveNet: Learning Structured Policy with Graph Neural Networks.
Proceedings of the 6th International Conference on Learning Representations, 2018

Kronecker-factored Curvature Approximations for Recurrent Neural Networks.
Proceedings of the 6th International Conference on Learning Representations, 2018

2017
Second-order Optimization for Deep Reinforcement Learning using Kronecker-factored Approximation.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Distributed Second-Order Optimization using Kronecker-Factored Approximations.
Proceedings of the 5th International Conference on Learning Representations, 2017

2016
Actor-Mimic: Deep Multitask and Transfer Reinforcement Learning.
Proceedings of the 4th International Conference on Learning Representations, 2016

Generating Images from Captions with Attention.
Proceedings of the 4th International Conference on Learning Representations, 2016

Classifying and segmenting microscopy images with deep multiple instance learning.
Bioinformatics, 2016

Using Fast Weights to Attend to the Recent Past.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015
Adam: A Method for Stochastic Optimization.
Proceedings of the 3rd International Conference on Learning Representations, 2015

Multiple Object Recognition with Visual Attention.
Proceedings of the 3rd International Conference on Learning Representations, 2015

Learning Wake-Sleep Recurrent Attention Models.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Show, Attend and Tell: Neural Image Caption Generation with Visual Attention.
Proceedings of the 32nd International Conference on Machine Learning, 2015

Predicting Deep Zero-Shot Convolutional Neural Networks Using Textual Descriptions.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

"SQUEAKeys": A friction idiophone, for physical interaction with mobile devices.
Proceedings of the 2015 IEEE Games Entertainment Media Conference, 2015

2014
Do Deep Nets Really Need to be Deep?
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

2013
Adaptive dropout for training deep neural networks.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

2011
User-interfaces based on the water-hammer effect: water-hammer piano as an interactive percussion surface.
Proceedings of the 5th International Conference on Tangible and Embedded Interaction 2011, 2011


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