ZeroDiff: Zero-Shot Time Series Reconstruction via Informed-Prior Diffusion
cs.LG
Submitted: 2026-09-29
Updated: 2026-09-29
Code: https://github.com/YingdaFan/ZeroDiff-ICML2026
Project page: https://www.usgs.gov/national-hydrography
Sources
- Mamba: Linear-Time Sequence Modeling with Selective State Spaces
- Understanding Diffusion Models: A Unified Perspective
- X-MethaneWet: A Cross-scale Global Wetland Methane Emission Benchmark Dataset for Advancing Science Discovery with AI
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