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Ishaan Gulrajani

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Likelihood-Based Diffusion Language Models

May 30, 2023
Ishaan Gulrajani, Tatsunori B. Hashimoto

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AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback

May 22, 2023
Yann Dubois, Xuechen Li, Rohan Taori, Tianyi Zhang, Ishaan Gulrajani, Jimmy Ba, Carlos Guestrin, Percy Liang, Tatsunori B. Hashimoto

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Diffusion-LM Improves Controllable Text Generation

May 27, 2022
Xiang Lisa Li, John Thickstun, Ishaan Gulrajani, Percy Liang, Tatsunori B. Hashimoto

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In Search of Lost Domain Generalization

Jul 02, 2020
Ishaan Gulrajani, David Lopez-Paz

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Towards GAN Benchmarks Which Require Generalization

Jan 10, 2020
Ishaan Gulrajani, Colin Raffel, Luke Metz

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Invariant Risk Minimization

Jul 05, 2019
Martin Arjovsky, Léon Bottou, Ishaan Gulrajani, David Lopez-Paz

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GANSynth: Adversarial Neural Audio Synthesis

Apr 15, 2019
Jesse Engel, Kumar Krishna Agrawal, Shuo Chen, Ishaan Gulrajani, Chris Donahue, Adam Roberts

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Improved Training of Wasserstein GANs

Dec 25, 2017
Ishaan Gulrajani, Faruk Ahmed, Martin Arjovsky, Vincent Dumoulin, Aaron Courville

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SampleRNN: An Unconditional End-to-End Neural Audio Generation Model

Feb 11, 2017
Soroush Mehri, Kundan Kumar, Ishaan Gulrajani, Rithesh Kumar, Shubham Jain, Jose Sotelo, Aaron Courville, Yoshua Bengio

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PixelVAE: A Latent Variable Model for Natural Images

Nov 15, 2016
Ishaan Gulrajani, Kundan Kumar, Faruk Ahmed, Adrien Ali Taiga, Francesco Visin, David Vazquez, Aaron Courville

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