What are GIoU, DIoU, CIoU loss?
Middle — Senior
262
Machine Learning / AI
3611
0
What are the quality assessment metrics for audio generation (FAD, MOS)?
Senior
223
What is SLAM and how is ML integrated with classical methods?
216
What is FPN and why is it needed?
Middle — Senior
214
How to handle tool call errors in the agent (retry, fallback)?
Middle — Senior
210
What is a video transformer (ViViT, TimeSformer)?
Senior
206
What are DVC and Git LFS for data versioning?
Middle — Senior
203
What are the metrics for evaluating uplift models (Qini, uplift curve)?
203
What is a cross-encoder and how does it differ from a bi-encoder?
Middle — Senior
201
What features of video processing differ from image processing?
198
How does TF-IDF differ from frequency representation and why is it needed?
Junior — Middle
198
What is multi-query attention and where is it used?
Middle — Senior
195
What is the Unigram language model in tokenization (like in SentencePiece)?
Junior — Middle
188
Tell us about a machine translation task. What is sequence-to-sequence?
Junior — Middle
186
What is RVQ (residual vector quantization) in an audio codec?
Senior
184
What is inverse RL?
Middle — Senior
184
What are foundation models in medicine (MedSAM, RadGraph)?
179
What is ROUGE and how does ROUGE-L differ from ROUGE-N?
Junior — Middle
178
What is Inverse Propensity Scoring in LTR?
Middle — Senior
175
What data deduplication techniques are used in a pipeline?
Middle — Senior
170