#concept-frequency
#concept-frequency

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#machine-learning

Artificial intelligence

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

Artificial intelligence

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

Artificial intelligence

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

Artificial intelligence

How AI Models Count and Match Concepts in Images and Text | HackerNoon

Artificial intelligence

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

Artificial intelligence

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

Artificial intelligence

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

Artificial intelligence

How AI Models Count and Match Concepts in Images and Text | HackerNoon

more#machine-learning

#model-evaluation

Artificial intelligence

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

Artificial intelligence

AI Training Data Has a Long-Tail Problem | HackerNoon

Artificial intelligence

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

Artificial intelligence

AI Training Data Has a Long-Tail Problem | HackerNoon

more#model-evaluation

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

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