#concept-frequency

[ follow ]
#machine-learning
fromHackernoon
1 year ago
Artificial intelligence

'Let It Wag!' and the Limits of Machine Learning on Rare Concepts | HackerNoon

fromHackernoon
1 year ago
Artificial intelligence

Analyzing the Impact of Pretraining Frequency on Zero-Shot Performance in Multimodal Models | HackerNoon

fromHackernoon
1 year ago
Artificial intelligence

Across Metrics and Prompts, Frequent Concepts Outperform in Zero-Shot Learning | HackerNoon

fromHackernoon
1 year ago
Artificial intelligence

'Let It Wag!' and the Limits of Machine Learning on Rare Concepts | HackerNoon

fromHackernoon
1 year ago
Artificial intelligence

Analyzing the Impact of Pretraining Frequency on Zero-Shot Performance in Multimodal Models | HackerNoon

fromHackernoon
1 year ago
Artificial intelligence

Across Metrics and Prompts, Frequent Concepts Outperform in Zero-Shot Learning | HackerNoon

#model-evaluation
fromHackernoon
1 year ago
Artificial intelligence

AI Models Trained on Synthetic Data Still Follow Concept Frequency Trends | HackerNoon

fromHackernoon
1 year ago
Artificial intelligence

AI Models Trained on Synthetic Data Still Follow Concept Frequency Trends | HackerNoon

fromHackernoon
1 year ago

What 300GB of AI Research Reveals About the True Limits of "Zero-Shot" Intelligence | HackerNoon

Web-crawled pretraining datasets significantly influence the zero-shot evaluation performance of multimodal models like CLIP and Stable-Diffusion, demonstrating predictive qualities based on concept frequency.
Artificial intelligence
[ Load more ]