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Yi Xiao(肖屹)'s Projects

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[ICLR 2023, Notable-Top-25%] Official PyTorch implementation for the paper "Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model"

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[STOTEN 2022] Generating long-term (2003-2020) hourly 0.25° global PM2.5 dataset via spatiotemporal downscaling of CAMS with deep learning (DeepCAMS)

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[INFFUS 2023] From degrade to upgrade: Learning a self-supervised degradation guided adaptive network for blind remote sensing image super-resolution

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[IEEE TGRS 2024] EDiffSR: An Efficient Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution

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Implementation of 'Blind Super-Resolution With Iterative Kernel Correction' (CVPR2019)

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[IEEE TCSVT 2023] Local-Global Temporal Difference Learning for Satellite Video Super-Resolution

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[IEEE TGRS 2022] Satellite Video Super-resolution via Multi-Scale Deformable Convolution Alignment and Temporal Grouping Projection

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[JAG 2022] Space-time Super-resolution for Satellite Video: A Joint Framework Based on Multi-Scale Spatial-Temporal Transformer

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[IEEE TIP 2024] TTST: A Top-k Token Selective Transformer for Remote Sensing Image Super-Resolution

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