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arXiv·Sihwa Park·Sep 4, 2026, 5:51 PM

Diffusion TV: Experiencing Generative Denoising Through a Modified CRT Set

Original title:Diffusion TV: Experiencing Diffusion Models through Tangible, Embodied Interaction

Papers67

Researchers introduced Diffusion TV, an interactive art installation that houses generative diffusion models inside a modified CRT television. Manipulating the physical antenna directly alters audiovisual noise, mapping embodied gestures onto the reverse-denoising trajectory. A rotary knob allows users to flip between three themed channels featuring extinct, endangered, and speculative future species. By shifting the focus from the final rendered artifact to real-time intermediate states, the installation explores an embodied mode of explainable AI, turning abstract generative mechanics into a tactile medium.

Why it's worth reading

It rethinks explainable AI beyond diagrams and text, using tactile television hardware to turn the abstract math of diffusion denoising into a sensory experience.

Tags

扩散模型可解释AI具身交互交互装置人机交互Diffusion ModelsHCIAI Art

Score breakdown

  • Novelty76
  • Impact58
  • Practicality52
  • Credibility78
  • Timeliness72