neural architecture search (nas)
2 episodes mention this concept
lexfridmanFeb 12, 2019Taming the Long Tail: Waymo's Machine Learning Approach to Autonomous Driving Challenges
TechnologyAutonomous drivingMachine learningDeep learningPerception (AV)- lexfridmanJan 17, 2019
Deep Learning State of the Art (2019): Breakthroughs in NLP, Applied AI, and Reinforcement Learning
TechnologyDeep Learning State of the ArtNatural Language Processing (NLP)Encoder-Decoder ArchitectureRecurrent Neural Networks (RNNs)
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Related concepts
Concepts that appear alongside neural architecture search (nas) across episodes.
- transfer learning
- structured testing
- domain knowledge
- simulation (av testing)
- data mining
- tensorflow
- lidar segmentation
- redundant sensors
- computational resources
- natural language processing (nlp)
- contextual embeddings
- transformer architecture
- auto-labeling
- scalability
- self-play (ai)
- conservative driving
- generative adversarial networks (gans)
- recurrent neural networks (rnns)
- log simulation
- commercial service