What are the modern TTS models (Tortoise, XTTS, StyleTTS2, ElevenLabs)?
Middle — Senior
274
Machine Learning / AI
3597
0
What is vLLM and why is PagedAttention needed?
Senior
192
What is the difference between convolution and cross-correlation?
Junior — Senior
186
What is a 1x1 convolution and what is it used for?
Junior — Senior
180
Design an OCR + NLP system for processing scanned contracts.
174
Describe the architecture of U-Net and why skip connections are used there.
Middle — Senior
167
How to ensure data security in RAG (PII, access rights)?
Middle — Senior
165
165
How do you combine RAG with tool use and function calling?
Middle — Senior
158
Which tasks do GANs still solve better than diffusion models (real-time, low-latency)?
Senior
155
What is self-supervised learning and why has it become the foundation of foundation models?
Middle — Senior
151
149
What are adapter tuning and prefix tuning?
Middle — Senior
148
What is anchor matching and what criteria are used?
Middle — Senior
144
144
What is grounding DINO and open-vocabulary detection?
Senior
140
137
136
How to do post-processing of masks (CRF, morphological operations)?
Middle — Senior
131
131