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Disagree, or can you name some recent AI developments outside of DL that are anywhere near as groundbreaking?
by agolio 4y ago
Disagree, or can you name some recent AI developments outside of DL that are anywhere near as groundbreaking?
- dadoomer 4y agoAs far as I know, the field of robotics sees plenty of innovation with no deep learning involved. Whether you count robotics as AI is up to debate, I suppose
- melony 4y agoAny real innovation on the mechatronics side? The computer vision and controls are now increasingly dominated by deep learning.
- dadoomer 4y agoThere have been strong deep-learning contributions to control, but I wouldn't say control is dominated by deep learning at this point. For instance, take a look at ICRA 2022 awards for "Outstanding Dynamics and Control" and "Outstanding Locomotion". https://icra2022.org/program/awards https://icra2022.org/program/awards
- nl 4y agoTo be clear: I think the hype around deep learning is 100% justified (in fact I think it is underplayed). But in terms of groundbreaking I do think "Zero-Knowledge Proofs for Machine Learning"[1] from 2020 has the potential to unlock some really revolutionary applications in the sense of "things that were not really possible without it". [1] https://dl.acm.org/doi/abs/10.1145/3411501.3418608 https://dl.acm.org/doi/abs/10.1145/3411501.3418608
- adityamwagh 4y agoWhy is it under a paywall? :(