Sharon Zhou | DeepAI

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Featured Co-authors

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Andrew Y. Ng
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Pranav Rajpurkar
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Ram Rajagopal
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Ranjay Krishna
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Matthew P. Lungren
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Eric Zelikman
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∙ 11/11/2020

ForestNet: Classifying Drivers of Deforestation in Indonesia using Deep Learning on Satellite Imagery

Characterizing the processes leading to deforestation is critical to the...

11 Jeremy Irvin, et al. ∙

∙ 10/09/2020

Short-Term Solar Irradiance Forecasting Using Calibrated Probabilistic Models

Advancing probabilistic solar forecasting methods is essential to suppor...

2 Eric Zelikman, et al. ∙

∙ 07/13/2020

CheXphoto: 10,000+ Smartphone Photos and Synthetic Photographic Transformations of Chest X-rays for Benchmarking Deep Learning Robustness

Clinical deployment of deep learning algorithms for chest x-ray interpre...

3 Nick A. Phillips, et al. ∙

∙ 06/05/2020

Evaluating the Disentanglement of Deep Generative Models through Manifold Topology

Learning disentangled representations is regarded as a fundamental task ...

60 Sharon Zhou, et al. ∙

∙ 02/07/2020

Data augmentation with Möbius transformations

Data augmentation has led to substantial improvements in the performance...

20 Sharon Zhou, et al. ∙

∙ 10/22/2019

Establishing an Evaluation Metric to Quantify Climate Change Image Realism

With success on controlled tasks, generative models are being increasing...

22 Sharon Zhou, et al. ∙

∙ 04/14/2019

Boomerang: Rebounding the Consequences of Reputation Feedback on Crowdsourcing Platforms

Paid crowdsourcing platforms suffer from low-quality work and unfair rej...

0 Snehalkumar, et al. ∙

∙ 04/01/2019

HYPE: A Benchmark for Human eYe Perceptual Evaluation of Generative Models

Generative models often use human evaluations to measure the perceived q...

0 Sharon Zhou, et al. ∙

∙ 04/01/2019

HYPE: Human eYe Perceptual Evaluation of Generative Models

Generative models often use human evaluations to determine and justify p...

0 Sharon Zhou, et al. ∙

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