Recent activity by Nidhi

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How would you use confusion matrices to evaluate the performance of a One-Shot Learning model trained for class recognition?

43 minutes ago in Generative AI • 6 views
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How would you evaluate the precision, recall, and F1-score of a One-Shot Learning model with a small test set?

43 minutes ago in Generative AI • 5 views
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How would you generate a meta-training set for One-Shot Learning using a custom dataset of rare animals?

43 minutes ago in Generative AI • 5 views
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Write a function to normalize embeddings in a One-Shot Learning framework to improve model performance on unseen classes.

44 minutes ago in Generative AI • 4 views
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Write a function to calculate Euclidean distance between embeddings in a One-Shot Learning model for classifying animals.

44 minutes ago in Generative AI • 4 views
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Write a function to extract feature embeddings from a pre-trained ResNet model for One-Shot Learning.

44 minutes ago in Generative AI • 2 views
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How would you implement Siamese Networks to classify images of flowers using One-Shot Learning with a small dataset?

45 minutes ago in Generative AI • 2 views
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How would you use generative AI for automatic summarization of scientific papers?

45 minutes ago in Generative AI • 1 view
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How would you use generative AI for customer behavior prediction in e-commerce applications?

45 minutes ago in Generative AI • 2 views
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How would you design a context-aware document search system using an LLM and a vector database?

45 minutes ago in Generative AI • 1 view
1 answer

How to implement dynamic content loading in jQuery Accordion Widget panels?

23 hours ago in JQuery • 28 views
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How would you implement memory-efficient techniques to reduce GPU load in training a generative model?

1 day ago in Generative AI • 18 views
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Write a function to implement contrastive learning for improving embeddings in LLM tasks.

1 day ago in Generative AI • 19 views
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How would you implement a hybrid retrieval-LLM pipeline for long-form document summarization?

1 day ago in Generative AI • 16 views
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How would you reduce sampling variance when generating text from a generative language model?

1 day ago in Generative AI • 18 views
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What strategies would you use to generate realistic conversational dialogue in a chatbot system using generative models?

1 day ago in Generative AI • 22 views
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How can transfer learning improve the performance of a generative model for cross-domain data generation?

1 day ago in Generative AI • 13 views
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How would you apply unsupervised learning to image denoising using a generative model?

1 day ago in Generative AI • 4 views
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How would you address memory constraints while training large text generation models?

1 day ago in Generative AI • 6 views
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How would you apply Bayesian optimization to optimize hyperparameters in generative models?

1 day ago in Generative AI • 5 views
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