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Research & Academia

39 summarised stories about Research & Academia, each linking back to the original source. Browse all topics →

Thursday, 20 June 2024

Improved Techniques for Training Consistency Models

OpenAI Blog 2 years ago

Researchers developed improved training techniques for consistency models, a type of generative AI that produces high-quality outputs in a single step. The new methods eliminate the need for adversarial training, which has traditionally been computationally expensive in generative modeling. This allows faster and potentially more stable training of models capable of single-step generation.

A Holistic Approach to Undesired Content Detection in the Real World

OpenAI Blog 2 years ago

Researchers developed a classification system for content moderation that integrates multiple detection approaches into a unified framework. The system was designed to handle the practical challenges of moderating online content at scale rather than operating in controlled laboratory conditions. Organizations using such integrated systems can identify unwanted content more reliably across diverse contexts and languages than with single-method approaches.