Implicit generation and generalization methods for energy-based models
- ID
- 895
- Status
- new
- Published
- 21 Mar 2019, 3:00 PM
- Fetched
- 27 Jun 2026, 7:47 PM
- Provider
- OpenAI News
- Category
- ai-labs
- Original URL
- https://openai.com/index/energy-based-models
- Source URL
- https://openai.com/news/rss.xml
Excerpt
We’ve made progress towards stable and scalable training of energy-based models (EBMs) resulting in better sample quality and generalization ability than existing models. Generation in EBMs spends more compute to continually refine its answers and doing so can generate samples competitive with GANs at low temperatures, while also having mode coverage guarantees of likelihood-based models. We hope these findings stimulate further research into this promising class of models.
Summary
No summary yet. It will appear after the daemon summarizes this item.