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Zero-Shot Text-Guided Object Generation with Dream Fields



Ajay Jain , Ben Mildenhall , Jonathan T. Barron , Pieter Abbeel , Ben Poole

* 12 pages. Website: https://ajayj.com/dreamfields 

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Autoregressive Diffusion Models



Emiel Hoogeboom , Alexey A. Gritsenko , Jasmijn Bastings , Ben Poole , Rianne van den Berg , Tim Salimans


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Variational Diffusion Models



Diederik P. Kingma , Tim Salimans , Ben Poole , Jonathan Ho


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Learning Energy-Based Models by Diffusion Recovery Likelihood



Ruiqi Gao , Yang Song , Ben Poole , Ying Nian Wu , Diederik P. Kingma


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Score-Based Generative Modeling through Stochastic Differential Equations



Yang Song , Jascha Sohl-Dickstein , Diederik P. Kingma , Abhishek Kumar , Stefano Ermon , Ben Poole


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VIB is Half Bayes



Alexander A Alemi , Warren R Morningstar , Ben Poole , Ian Fischer , Joshua V Dillon


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Non-saturating GAN training as divergence minimization



Matt Shannon , Ben Poole , Soroosh Mariooryad , Tom Bagby , Eric Battenberg , David Kao , Daisy Stanton , RJ Skerry-Ryan


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Tasks, stability, architecture, and compute: Training more effective learned optimizers, and using them to train themselves



Luke Metz , Niru Maheswaranathan , C. Daniel Freeman , Ben Poole , Jascha Sohl-Dickstein


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What makes for good views for contrastive learning



Yonglong Tian , Chen Sun , Ben Poole , Dilip Krishnan , Cordelia Schmid , Phillip Isola

* submitted to ECCV 2020 

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