Denoising Diffusion Autoencoders are Unified Self-supervised Learners.
Weilai XiangHongyu YangDi HuangYunhong WangPublished in: ICCV (2023)
Keyphrases
- denoising
- nonlinear diffusion
- diffusion processes
- image denoising
- image processing
- noisy images
- total variation
- wavelet domain
- natural images
- learning experience
- learning environment
- noise removal
- learning process
- language learning
- learning systems
- learning activities
- e learning
- gaussian noise
- learning strategies
- learning styles
- unified model
- learning materials
- learning community
- denoising algorithm
- translation invariant
- denoising methods
- diffusion equation
- learning processes
- diffusion process
- lifelong learning
- wavelet packet
- social learning
- learning outcomes
- diffusion model
- multiscale
- anisotropic diffusion
- concept maps
- collaborative learning
- multiresolution
- beltrami flow