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The significant part of this, for me, is not the image model. It's that Apple rarely publishes in the vision field. Back in Neurips (2016 I want to say?) Apple
by gcr 3y ago
The significant part of this, for me, is not the image model. It's that Apple rarely publishes in the vision field. Back in Neurips (2016 I want to say?) Apple had a workshop where they said "we're going to engage more with the academic community, we're going to publish more," but since then only a small number of CV projects have seen the academic light of day. I remember one on detection of flashing lights, a whitepaper/tech report on Hey Siri wakeword detection, some interesting synthetic image generation for iris recognition, now this.
If I had to guess, I think Apple Research may have some institutional obstacles to getting research work out there. Perhaps this could indicate those walls are continuing to dissolve bit by bit?
- imjonse 3y agoThey have at least two recent papers (MobileOne and FastViT) with code and weights for low-latency (as measured on iPhone) vision backbones. Also AIM (Autoregressive Image Models) released last month.
- Someone 3y agoI wouldn’t know how good they are, but https://machinelearning.apple.com/research?page=1&domain=Computer+Vision&type=article&type=paper https://machinelearning.apple.com/research?page=1&domain=Com... has about 50 papers in 2023. Aren’t those in computer vision?
- gcr 3y agoThanks! I legit had no idea. I retract my earlier comment.