Hacker NewsDiffusion Beats Autoregressive in Data-Constrained Settings
https://blog.ml.cmu.edu/2025/09/22/diffusion-beats-autoregressive-in-data-constrained-settings/
#ycombinator #Machine_learning #artificial_intelligence #deep_learning #natural_language_processing #automated_machine_learning #big_data #data_science #neural_networks #ethics_and_ai #computer_science #research
https://blog.ml.cmu.edu/2025/09/22/diffusion-beats-autoregressive-in-data-constrained-settings/
#ycombinator #Machine_learning #artificial_intelligence #deep_learning #natural_language_processing #automated_machine_learning #big_data #data_science #neural_networks #ethics_and_ai #computer_science #research
Diffusion Beats Autoregressive in Data-Constrained Settings
Check out our new blog post on "Diffusion beats Autoregressive in Data-Constrained settings". The era of infinite internet data is ending. This research paper asks: What is the right generative modeling objective when data—not compute—is the bottleneck?