Combining Generative Artificial Intelligence (AI) and the Internet: Heading towards Evolution or Degradation?

17 February 2023

Papers citing "Combining Generative Artificial Intelligence (AI) and the Internet: Heading towards Evolution or Degradation?"

6 / 6 papers shown

Title
Recursive Training Loops in LLMs: How training data properties modulate distribution shift in generated data? Grgur Kovač Jérémy Perez Rémy Portelas Peter Ford Dominey Pierre-Yves Oudeyer 35 0 0 04 Apr 2025
The Best Instruction-Tuning Data are Those That Fit Dylan Zhang Qirun Dai Hao Peng ALM 117 4 0 06 Feb 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
Nepotistically Trained Generative-AI Models Collapse Matyáš Boháček Hany Farid 51 18 0 20 Nov 2023
Generated Faces in the Wild: Quantitative Comparison of Stable Diffusion, Midjourney and DALL-E 2 Ali Borji DiffM 85 121 0 02 Oct 2022