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Which "other", non DL areas of AI are in use at the moment? Which haven't yet been completely blown out of the water by DL counterparts? NLU, translation, senti
by m0zg 8y ago
Which "other", non DL areas of AI are in use at the moment? Which haven't yet been completely blown out of the water by DL counterparts? NLU, translation, sentiment analysis, image classification/segmentation, object detection, instance segmentation, speech recognition, speech synthesis, sentence generation, NER, the list goes on and on. In all of these ANNs completely destroy previous approaches, it's not even close.
- mindcrime 8y agoI am not saying that DL isn't very successful and very popular. I'm just saying that it isn't, all by itself, the entirety of the field of AI. I'm not arguing anything about popularity and I definitely don't have usage stats, since approximately nobody is going to publish exactly what stack they're using if they get a competitive advantage from it. But from a research perspective, it's not hard to find papers on arXiv showing people continuing to research other aspects of AI. It's also not hard to find papers from people suggesting that the DL train may be running out of steam in the near future. See, for example, https://www.technologyreview.com/s/612768/we-analyzed-16625-papers-to-figure-out-where-ai-is-headed-next/ https://www.technologyreview.com/s/612768/we-analyzed-16625-...