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Chenlin Meng

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Tracking Urbanization in Developing Regions with Remote Sensing Spatial-Temporal Super-Resolution

Apr 04, 2022
Yutong He, William Zhang, Chenlin Meng, Marshall Burke, David B. Lobell, Stefano Ermon

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Dual Diffusion Implicit Bridges for Image-to-Image Translation

Mar 16, 2022
Xuan Su, Jiaming Song, Chenlin Meng, Stefano Ermon

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IS-COUNT: Large-scale Object Counting from Satellite Images with Covariate-based Importance Sampling

Dec 16, 2021
Chenlin Meng, Enci Liu, Willie Neiswanger, Jiaming Song, Marshall Burke, David Lobell, Stefano Ermon

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Density Ratio Estimation via Infinitesimal Classification

Nov 22, 2021
Kristy Choi, Chenlin Meng, Yang Song, Stefano Ermon

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Estimating High Order Gradients of the Data Distribution by Denoising

Nov 08, 2021
Chenlin Meng, Yang Song, Wenzhe Li, Stefano Ermon

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SustainBench: Benchmarks for Monitoring the Sustainable Development Goals with Machine Learning

Nov 08, 2021
Christopher Yeh, Chenlin Meng, Sherrie Wang, Anne Driscoll, Erik Rozi, Patrick Liu, Jihyeon Lee, Marshall Burke, David B. Lobell, Stefano Ermon

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SDEdit: Image Synthesis and Editing with Stochastic Differential Equations

Aug 02, 2021
Chenlin Meng, Yang Song, Jiaming Song, Jiajun Wu, Jun-Yan Zhu, Stefano Ermon

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Spatial-Temporal Super-Resolution of Satellite Imagery via Conditional Pixel Synthesis

Jun 22, 2021
Yutong He, Dingjie Wang, Nicholas Lai, William Zhang, Chenlin Meng, Marshall Burke, David B. Lobell, Stefano Ermon

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D2C: Diffusion-Denoising Models for Few-shot Conditional Generation

Jun 12, 2021
Abhishek Sinha, Jiaming Song, Chenlin Meng, Stefano Ermon

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Improved Autoregressive Modeling with Distribution Smoothing

Mar 28, 2021
Chenlin Meng, Jiaming Song, Yang Song, Shengjia Zhao, Stefano Ermon

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