Hard AI Vision Quiz: Test Your Expertise
A rigorous set of questions probing state‑of‑the‑art visual AI methods.
Quiz Questions
Answer all questions below and test your knowledge.
- 1
In a Vision Transformer, decreasing the patch size from 16×16 to 8×8 most directly affects which aspect of the model?
- 2
Which self‑supervised approach learns visual features by matching representations of differently augmented views without using negative pairs?
- 3
When evaluating instance segmentation, which metric penalizes both false positives and false negatives while accounting for overlap?
- 4
In a denoising diffusion probabilistic model, the reverse process is typically parameterized to predict which quantity?
- 5
Zero‑shot image classification with CLIP relies on which of the following during inference?
- 6
A model trained on Cityscapes often underperforms on night‑time driving scenes because of which type of bias?
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