Ishaan Gulrajani
Ishaan Gulrajani
Facebook AI Research
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Improved Training of Wasserstein GANs
I Gulrajani, F Ahmed, M Arjovsky, V Dumoulin, AC Courville
Advances in Neural Information Processing Systems, 5767-5777, 2017
Ask me anything: Dynamic memory networks for natural language processing
A Kumar, O Irsoy, P Ondruska, M Iyyer, J Bradbury, I Gulrajani, V Zhong, ...
International conference on machine learning, 1378-1387, 2016
SampleRNN: An unconditional end-to-end neural audio generation model
S Mehri, K Kumar, I Gulrajani, R Kumar, S Jain, J Sotelo, A Courville, ...
arXiv preprint arXiv:1612.07837, 2016
PixelVAE: A Latent Variable Model for Natural Images
I Gulrajani, K Kumar, F Ahmed, AA Taiga, F Visin, D Vazquez, A Courville
arXiv preprint arXiv:1611.05013, 2016
Gansynth: Adversarial neural audio synthesis
J Engel, KK Agrawal, S Chen, I Gulrajani, C Donahue, A Roberts
arXiv preprint arXiv:1902.08710, 2019
Invariant risk minimization
M Arjovsky, L Bottou, I Gulrajani, D Lopez-Paz
arXiv preprint arXiv:1907.02893, 2019
Towards GAN benchmarks which require generalization
I Gulrajani, C Raffel, L Metz
arXiv preprint arXiv:2001.03653, 2020
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