2 papers
cs.LG2026
A Markovian View of Iterative-Feedback Loops in Image Generative Models: Neural Resonance and Model Collapse
Vibhas Kumar Vats, David J. Crandall, Samuel Goree
AI training datasets will inevitably contain AI-generated examples, leading to ``feedback'' in which the output of one model impacts the training of another. It is known that such…
cs.CY2024
Attention is All They Need: Exploring the Media Archaeology of the Computer Vision Research Paper
Samuel Goree, Gabriel Appleby, David Crandall +1
Research papers, in addition to textual documents, are a designed interface through which researchers communicate. Recently, rapid growth has transformed that interface in many fie…