9 citations · 32 across the 10 of their papers we have counts for
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cs.CV2023
Precipitation Downscaling with Spatiotemporal Video Diffusion
Prakhar Srivastava, Ruihan Yang, Gavin Kerrigan +4
In climate science and meteorology, high-resolution local precipitation (rain and snowfall) predictions are limited by the computational costs of simulation-based methods. Statisti…
cs.IT2023★ 2 cited
Estimating the Rate-Distortion Function by Wasserstein Gradient Descent
Yibo Yang, Stephan Eckstein, Marcel Nutz +1
In the theory of lossy compression, the rate-distortion (R-D) function describes how much a data source can be compressed (in bit-rate) at any given level of fidelity (disto…
eess.IV2023
Computationally-Efficient Neural Image Compression with Shallow Decoders
Yibo Yang, Stephan Mandt
Neural image compression methods have seen increasingly strong performance in recent years. However, they suffer orders of magnitude higher computational complexity compared to tra…