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