Background Removal
🌘
2.69k
Remove image background and get transparent PNG
Samuel L Meyers
MrOvkill
AI & ML interests
Dialogue Generation, Text Generation, etc...
Recent Activity
liked
a Space
2 days ago
not-lain/background-removal
reacted
to
marksverdhei's
post
with 👍
4 days ago
Poll: Will 2026 be the year of subquadratic attention?
The transformer architecture is cursed by its computational complexity.
It is why you run out of tokens and have to compact. But some would argue that this is a feature not a bug and that this is also why these models are so good. We've been doing a lot of research on trying to make equally good models that are computationally cheaper, But so far, none of the approaches have stood the test of time. Or so it seems.
Please vote, don't be shy. Remember that the Dunning-Kruger effect is very real, so the person who knows less about transformers than you is going to vote. We want everyone's opinion, no matter confidence.
👍 if you think at least one frontier model* will have no O(n^2) attention by the end of 2026
🔥 If you disagree
* Frontier models - models that match / outperform the flagship claude, gemini or chatgpt at the time on multiple popular benchmarks
liked
a model
8 days ago
openbmb/MiniCPM-o-4_5
Organizations
liked
a
Space
2 days ago
liked
a
model
8 days ago
liked
a
dataset
8 days ago
liked
a
Space
8 days ago
liked
a
Space
9 days ago
liked
a
model
10 days ago
liked
4
Spaces
10 days ago
liked
a
Space
23 days ago
liked
a
Space
24 days ago
liked
a
model
25 days ago
liked
4
Spaces
25 days ago
liked
3
Spaces
26 days ago