Uruseiyatsura2022_ep_11_sub_ita.mp4 -

: Involves a surreal trip to a "slimy sea" where the cast interacts with strange sea creatures, typical of the series' slapstick and chaotic comedy.

: The file likely served as a "real-world" example of common internet-distributed video quality to demonstrate how well the AI could restore natural details in modern animation. Episode Content (Contextual) UruseiYatsura2022_Ep_11_SUB_ITA.mp4

: The goal of this research is to take low-resolution or "low-quality" animation clips (often found in older series or compressed web uploads) and use AI to upscale them to 4K or 8K while removing artifacts and noise. : Involves a surreal trip to a "slimy

: Features Shutaro Mendo and a sequence involving a cursed or problematic cushion. : Features Shutaro Mendo and a sequence involving

This specific video file is frequently cited in research regarding . A prominent example is the 2022 NeurIPS paper Learning Real-World Super-Resolution Models for Animation Videos .