mlsanityData to 14 Oct 2026

Echoes of the Prior: A Computational Phenomenology of Forgetting

arXiv 2606.12340 ↗First posted 10 Jun 2026cs.CVcited by 0

Not on the map. Why?

Abstract (arXiv)

Memory is not merely the storage of data; it is the scaffolding of reality. When biological memory fades, the world does not simply turn black; it regresses into an unrecognizable chaos. Echoes of the Prior is an interactive installation that attempts to visualize this subjective phenomenology of forgetting. By inducing controlled synaptic decay within a Feed-Forward 3D Reconstruction model, we create an artistic analogy for the erosion of the brain's predictive priors. We position the Neural Network not as a tool for engineering, but as a cognitive proxy - a silicon brain whose structural degeneration evokes the disorienting, poetic, and terrifying experience of losing one's grip on the world. Ultimately, we offer this framework as a catalyst, inviting the wider community to explore the uncharted potential of neuromorphic aesthetics in visualizing the fragility of intelligence. Interactive demo see https://decart-4d.github.io/.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 9 of its 48 references that are in the map. First posted on arXiv 10 Jun 2026.

Builds on

9 of 48 references.

References · 9

  1. 2023DINOv2: Learning Robust Visual Features without Supervisioncited by 7,974
  2. 20233D Gaussian Splatting for Real-Time Radiance Field Renderingcited by 6,226
  3. 2021Vision Transformers for Dense Predictioncited by 1,803
  4. 2020Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hyperspherecited by 1,405
  5. 2024Grounded SAM: Assembling Open-World Models for Diverse Visual Taskscited by 929
  6. 2025Depth Anything 3: Recovering the Visual Space from Any Viewscited by 692
  7. 2024MIDI: Multi-Instance Diffusion for Single Image to 3D Scene Generationcited by 117
  8. 2020Convolutional Neural Networks as a Model of the Visual System: Past, Present, and Futurecited by 83
  9. 2020Learning to See: You Are What You Seecited by 4

Built on by

Not cited yet.