Question 11
What characteristic of autoencoders makes them suitable for anomaly detection?
- Their capacity to learn a compressed representation of the data.
- Their ability to classify images with high accuracy.
- Their capability to predict future outcomes based on past data.
- Their function in enhancing the quality of images.
Question 12
How is CTC loss utilized to optimize Large Language Models (LLMs) for sequence modeling tasks?
- CTC loss is employed to enhance the translation accuracy of LLMs between different languages.
- It is mainly used to align the lengths of the input and output sequences in models performing tasks like speech recognition.
- CTC loss is utilized to reduce the vocabulary size of LLMs to make training more efficient.
- CTC loss is applied in LLMs to improve sentence generation by ensuring grammatical correctness.