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Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding


May 23, 2022
Chitwan Saharia, William Chan, Saurabh Saxena, Lala Li, Jay Whang, Emily Denton, Seyed Kamyar Seyed Ghasemipour, Burcu Karagol Ayan, S. Sara Mahdavi, Rapha Gontijo Lopes, Tim Salimans, Jonathan Ho, David J Fleet, Mohammad Norouzi


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Deblurring via Stochastic Refinement


Dec 28, 2021
Jay Whang, Mauricio Delbracio, Hossein Talebi, Chitwan Saharia, Alexandros G. Dimakis, Peyman Milanfar


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Neural Distributed Source Coding


Jun 05, 2021
Jay Whang, Anish Acharya, Hyeji Kim, Alexandros G. Dimakis


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Model-Based Deep Learning


Dec 15, 2020
Nir Shlezinger, Jay Whang, Yonina C. Eldar, Alexandros G. Dimakis


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Compressed Sensing with Invertible Generative Models and Dependent Noise


Mar 18, 2020
Jay Whang, Qi Lei, Alexandros G. Dimakis


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Conditional Sampling from Invertible Generative Models with Applications to Inverse Problems


Feb 26, 2020
Erik M. Lindgren, Jay Whang, Alexandros G. Dimakis


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Training Variational Autoencoders with Buffered Stochastic Variational Inference


Feb 27, 2019
Rui Shu, Hung H. Bui, Jay Whang, Stefano Ermon

* AISTATS 2019 

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Strategic Object Oriented Reinforcement Learning


Jun 01, 2018
Ramtin Keramati, Jay Whang, Patrick Cho, Emma Brunskill


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