38 citations · 73 across the 7 of their papers we have counts for
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cs.CV2023★ 12 cited
A Residual Diffusion Model for High Perceptual Quality Codec Augmentation
Noor Fathima Ghouse, Jens Petersen, Auke Wiggers +2
Diffusion probabilistic models have recently achieved remarkable success in generating high quality image and video data. In this work, we build on this class of generative models…
cs.CV2021★ 9 cited
Generative modeling of spatio-temporal weather patterns with extreme event conditioning
Konstantin Klemmer, Sudipan Saha, Matthias Kahl +2
Deep generative models are increasingly used to gain insights in the geospatial data domain, e.g., for climate data. However, most existing approaches work with temporal snapshots…