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There are more attacks than just overfitting errors for visual domains. Mirrors, lasers, [transparent] masks, costumes, environmental conditions (many factors
by mycall 9y ago
There are more attacks than just overfitting errors for visual domains. Mirrors, lasers, [transparent] masks, costumes, environmental conditions (many factors here), high speed motion, twins, polymorphic objects, optical illusions, color inversions; and that's not even getting into behavior variations. Once DNN can handle all of these things, they will be so deep and varied, they could easily have more hallucinations because of their growing complexity, trying to adapt.
- xapata 9y ago"Overfitting errors" is not an attack. Handling these oddities will most likely require a strategy of smoothing out the complexity, rather than deepening it. My guess is that solving one of these kinds of problems will solve most or all of them together.