5 ms·
is the structure of these CNNs learned or designed? Do they run some kind of optimizer to learn the optimal CNN structure or does some person sit down and pick
by nerfhammer 9y ago
is the structure of these CNNs learned or designed?
Do they run some kind of optimizer to learn the optimal CNN structure or does some person sit down and pick structures to include in it?
- cs702 9y agoConvolutional layers are designed, by and large, and they're mostly the same everywhere. Yann Le Cun came up with them in the mid-90's, but their academic origins go back to at least the 50's and 60's.
- nerfhammer 9y agothen the results of this paper are sort of surprising that it's that good, if the structure is just relatively old, hand-crafted and traditional.
- deleted 9y ago[deleted]
- deleted 9y ago[deleted]
- mvij 9y agoHandcrafted, but auto optimizing is a hot research topic right now with DeepMind et al. Needs to be evolved at deeper level than what they’re doing now so architecture is discovered, not just optimized.