Technical Questions: about x-ray systems, physics behind it, image processing techniques and mostly about deep learning algorithms Focus was on U-Net structure General Question: Where do you see yourself in 5 years, Why this company, why healthcare, why didn't you study phd? how do you interact with marketing, living in abroad and lessons you learned
one code problem is a basic dfs problem. And another code problem is the longest subsequence array(dp problem).
1. write an MLP 2. a leet-code type problem involve sorting. Ask me to also write some test cases
1. Explain Precision, Recall, and ROC Curve; 2. How to deal with data imbalance issue? 3. Explain how the self-attention mechanism work? 4. Compare different VLM: BLIP, Flamingo, and BLIP-2 5. Compare different LM: Bert and Roberta~ 6. Coding: Number of Islands and Reverse Linked List.
What do you expect as compensation package
Where do you see your career growth? And more questions around scientific career
How do you collaborate in research?
standard leetcode Qs, ML coding, research Qs based on team and background.
Write a directed graph class with add/remove nodes and edges. Implement Topological sort with cycle detection.
Why are you interested in our company?
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