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Exam NCA-GENM Topic 1 Question 274 Discussion

Actual exam question for NVIDIA's NCA-GENM exam
Question #: 274
Topic #: 1
You are building a multimodal AI system that generates 3D models of furniture from text descriptions and a few 2D images of similar furniture pieces. The system uses separate encoders for text and images. You want to fuse the information from both modalities effectively. Which TWO of the following fusion techniques would be the most appropriate for this task, considering the different nature of the text and image data?

Suggested Answer: C,D Vote an answer

Cross-attention (C) allows the model to dynamically learn the relationships between the text and image, highlighting relevant features from each modality- A gating mechanism (D) provides a learned way to control the contribution of each modality allowing the model to prioritize the more informative input Simple concatenation (A), addition (B), or averaging (E) are less sophisticated and might not effectively capture the complex interactions between the modalities.

by Bridget at Aug 26, 2025, 02:54 AM

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Here are all the actual test exam dumps for IT exams. Most people prepare for the actual exams with our test dumps to pass their exams. So it's critical to choose and actual test pdf to succeed.

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