Self-Correcting Self-Consuming Loops for Generative Model Training

11 February 2024

Papers citing "Self-Correcting Self-Consuming Loops for Generative Model Training"

5 / 5 papers shown

Title
Position: Model Collapse Does Not Mean What You Think Rylan Schaeffer Joshua Kazdan Alvan Caleb Arulandu Sanmi Koyejo 71 0 0 05 Mar 2025
Self-Improving Transformers Overcome Easy-to-Hard and Length Generalization Challenges Nayoung Lee Ziyang Cai Avi Schwarzschild Kangwook Lee Dimitris Papailiopoulos ReLM VLM LRM AI4CE 83 4 0 03 Feb 2025
Collapse or Thrive? Perils and Promises of Synthetic Data in a Self-Generating World Joshua Kazdan Rylan Schaeffer Apratim Dey Matthias Gerstgrasser Rafael Rafailov D. Donoho Sanmi Koyejo 53 11 0 22 Oct 2024
Self-correcting LLM-controlled Diffusion Models Tsung-Han Wu Long Lian Joseph E. Gonzalez Boyi Li Trevor Darrell 67 53 0 27 Nov 2023
Human Motion Diffusion Model Guy Tevet Sigal Raab Brian Gordon Yonatan Shafir Daniel Cohen-Or Amit H. Bermano DiffM VGen 223 724 0 29 Sep 2022