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Abstract: Variational autoencoders (VAEs) are challenged by the imbalance between representation inference and task fitting caused by surrogate loss. To address this issue, existing methods adjust ...

Abstract: Blind image restoration (IR) is a common yet challenging problem in computer vision. Classical model-based methods and recent deep learning (DL)-based methods represent two different ...

1. Introduction -- 2. Words, sentences and dictionaries -- 3. A word and its parts: roots, affixes and their shapes -- 4. A word and its forms inflection -- 5. A word and its relatives: derivation -- ...