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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...
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10/09/2020
Short-Term Solar Irradiance Forecasting Using Calibrated Probabilistic Models
Advancing probabilistic solar forecasting methods is essential to suppor...
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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...
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06/05/2020
Evaluating the Disentanglement of Deep Generative Models through Manifold Topology
Learning disentangled representations is regarded as a fundamental task ...
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02/07/2020
Data augmentation with Möbius transformations
Data augmentation has led to substantial improvements in the performance...
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10/22/2019
Establishing an Evaluation Metric to Quantify Climate Change Image Realism
With success on controlled tasks, generative models are being increasing...
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04/14/2019
Boomerang: Rebounding the Consequences of Reputation Feedback on Crowdsourcing Platforms
Paid crowdsourcing platforms suffer from low-quality work and unfair rej...
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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...
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04/01/2019