DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training.
Zhongkai HaoChang SuSongming LiuJulius BernerChengyang YingHang SuAnima AnandkumarJian SongJun ZhuPublished in: CoRR (2024)
Keyphrases
- denoising
- autoregressive
- image denoising
- moving average
- partial differential equations
- non stationary
- total variation
- translation invariant
- noisy images
- state space model
- natural images
- frequency domain
- nonlinear diffusion
- anisotropic diffusion
- image processing
- wavelet domain
- fuzzy logic
- information retrieval
- fault diagnosis
- random fields
- denoising methods