Tongzhou Wang

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Student at University of California, Berkeley

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Rewriting a Deep Generative Model

A deep generative model such as a GAN learns to model a rich set of sema...
07/30/2020 ∙ by David Bau, et al. ∙ 12 ∙ share

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Diverse Image Generation via Self-Conditioned GANs

We introduce a simple but effective unsupervised method for generating r...
06/18/2020 ∙ by Steven Liu, et al. ∙ 12 ∙ share

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Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere

Contrastive representation learning has been outstandingly successful in...
05/20/2020 ∙ by Tongzhou Wang, et al. ∙ 12 ∙ share

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Dataset Distillation

Model distillation aims to distill the knowledge of a complex model into...
11/27/2018 ∙ by Tongzhou Wang, et al. ∙ 3 ∙ share

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Neural Block Sampling

Efficient Monte Carlo inference often requires manual construction of mo...
08/21/2017 ∙ by Tongzhou Wang, et al. ∙ 0 ∙ share

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Learning to Synthesize a 4D RGBD Light Field from a Single Image

We present a machine learning algorithm that takes as input a 2D RGB ima...
08/10/2017 ∙ by Pratul P. Srinivasan, et al. ∙ 0 ∙ share

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