Ross Girshick

Giver of vision to machines.

[Ross Girshick @inkynumbers]

🐜🐜🐜

[Ross Girshick @inkynumbers]

Do you want to work with me and our amazing team?
Apply at https://t.co/qJVT8fLCbB

Stack: PyTorch, React, Next.js, TypeScript
#PyTorch #NextJS #AI #React #AIStartup

[Ross Girshick @inkynumbers]

@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.)

[Ross Girshick @inkynumbers]

@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.

[Ross Girshick @inkynumbers]

@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.

[Ross Girshick @inkynumbers]

@giffmana @PaulKRubenstein @endernewton @sainingxie Yes, all patches are used for downstream tasks.

[Ross Girshick @inkynumbers]

@giffmana I agree about the use of nparams being slightly wrong here. Within the scope of the fig each "column" of points is comparable, but using flops on the x-axis would be more meaningful wrt scaling. (I actually complain about nparams as a complexity measure all the time...)

[Ross Girshick @inkynumbers]

@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!

[Ross Girshick @inkynumbers]

@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 ;).

[Ross Girshick @inkynumbers]

@BruneElections Reading his statement will explain a lot https://t.co/zkBOQIAWav

[Ross Girshick @inkynumbers]

@sacca @ACLU Thanks for the generous matching!

[Ross Girshick @inkynumbers]

@gruntleme glad someone is on the ball!

[Ross Girshick @inkynumbers]

@gruntleme HA!

[Ross Girshick @inkynumbers]

@gruntleme Thanks! Glad you made it back with only an ulcer.

[Ross Girshick @inkynumbers]

@gruntleme If I had a plastic bag, I could pick it up and put it in the SDH7 kitchen freezer. I'm sure that wouldn't bother anyone here ;-).

[Ross Girshick @inkynumbers]

@gruntleme thanks for saying that :-P

[Ross Girshick @inkynumbers]

@gruntleme nice use of your newly acquired vocab!

[Ross Girshick @inkynumbers]

@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.

[Ross Girshick @inkynumbers]

@gruntleme Good question. Who knows who this account actually belongs to or who might have hijacked it? Or is it an AI?

[Ross Girshick @inkynumbers]

@gruntleme Yes, it takes both. Each on its own is insufficient.