two rounds:
first round, two people will interview you with several generation questions about your experience and CV.
In second round, that is the technique interview.
1. presentation of your previous works (based on slides)
2. questions about video coding and deep learning (especially for learned image/video coding)
Ho presentato la mia candidatura online. Ho sostenuto un colloquio presso Deep Render
Colloquio
One round - Technical Interview <1h 30 min - questions from three areas: Probability Theory, Information Theory and Machine Learning Second round - Paper review Not moving to second round: most questions answered and no review was given.
Domande di colloquio [1]
Domanda 1
Probability theory: Bayes, conditional probability, likelihood vs log-likelihood, variables conditionally independent - example. Probability scenario to solve. Information theory: Entropy for binary, relationship with logits formula; KL divergence formula, meaning and properties.
Ho presentato la mia candidatura tramite segnalazione di un dipendente. La procedura ha richiesto 2 settimane. Ho sostenuto un colloquio presso Deep Render (Londra, Inghilterra) nel mese di feb 2023
Colloquio
The interview comprised a screening, a technical interview suited to a mathematically inclined computational scientist, and a technical presentation. The total duration of in-interview time was approximately four and one half hours.
