What architecture could you use to aggregate feature maps from a pretrained CNN-backbone to a scalar regression?
Research Scientist Intern Interview Questions
4,818 research scientist intern interview questions shared by candidates
You are performing a regression task with targets ranging from 0.5 to 5000. What final activation function should you use? Why may ReLU not work?
pretty normal behavior questions for example : describe about how to cooperate with colleagues.
PLL, RX link budget, OTA design, ADC/DAC
1. 2/3rd of the questions were based on the resume and my thesis. 2. Signal processing questions based on a presented scenario.
How to swap two numbers without using an auxiliary variable?
Why did you choose this programing language for this project?
what is your experience and qualifications
Why do you want to work for Nestle, what do you think are the most problematic issues facing your kind of research nowadays, 'let's start with you asking me any questions you might have'
Phone screen interview 1. What part of this position caught your eye 2. Do you need any visa sponsorship 3. Willing to relocate oneself 4. Salary range 1st technical interview 1. Tell me more about yourself 2. Questions about personal research experiences 3. Any question regarding the job or the research group 2nd technical interview 1. Solving problems related to deep learning - how to deal with shortage and unbalance of training data, optimization, and etc. 2. Solving problems related to computer vision - choice of sensor depending on situations, camera calibration, and etc. 3. Solving problems related to localization & navigation - How to navigate a robot with limits in GPS signal, how to do dynamic path planning when a robot encounters a new obstacle, and etc. 4. Questions about experience related to hardware
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