Ross Girshick
@inkynumbers
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@giffmana
FAIR was and continues to be an amazing place! However, being in one place for a long time (8 yrs for me) can eventually become its own good reason to move. Reinitialization and randomization are important in research life. (Any talk of publication quotas is pure nonsense.)
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@giffmana
@y_m_asano
@endernewton
@sainingxie
Our bias is for det and seg transfer, rather than more cls results, so that's what we went with (lacking bandwidth for both). I do want to note the det and seg tables show IN1k sup baselines (not just self-sup). MAE (and BEiT) surpass IN1k sup convincingly, exciting to me!
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@karpathy
@giffmana
@PaulKRubenstein
@endernewton
@sainingxie
The mismatch may be an issue (I don't know), but apparently it's not a catastrophe. End-to-end or partial fine-tuning may help compensate, if it is a problem. I also find it somewhat concerning and think it could be worth investigating.
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@gruntleme
It's a wonderful illustration of a giant house spider! These friends visit me from time to time in the basement (where I work from home). They have a curious range: most of Europe, a small bit of the PNW around Seattle and Vancouver, BC, and another small bit of the Mid-Atlantic.
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Homemade cardamom rose latte. Tribute to ipsentocoffee, with love from the west coast.
http://t.co/gAB3b8enAX
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@gruntleme
Good question. Who knows who this account actually belongs to or who might have hijacked it? Or is it an AI?
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@gruntleme
-- ah, but I do not! It seems like you're always 99% of the way to the answer whenever you ask me a question.
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@giffmana
It's a bit buried in the caption of Table 3, but therein it says ViT-H is /14.
We debated the line-plot style and have diverging opinions of what looks nice ;).
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