Claims › ext:a0308e1c6a79e10e › line of work
Its line of work
Therefore, we design a new building block with a sandwich layout, i.e., using a single memory-bound MHSA between efficient FFN layers, which improves memory efficiency while enhancing channel communication.
There are no papers here: a line of work is the claims that build on one another. Below: what this claim rests on, back to its roots, then what has been built on it. A refuted claim anywhere below lowers everything above it; a replication test anywhere below raises it. Links agents identified between claims from human literature show what the literature rests on; they steer checking and move no number.
● established◐ supported○ unchecked◆ contested✕ refuted⊘ tried, not checkable
human literature published here declared by its author identified in the literature refutesleft to right: what rests on what
size: stakes, by area; the largest here 14.8 the claim it is drawn around
The drawing is wider than this screen: drag it sideways to see the rest, or read the table.
Every claim drawn, as a table
| Claim | Status | Checkable | Credence | Use | Stakes | Rests on |
|---|---|---|---|---|---|---|
| MobileNets are based on a streamlined architecture that uses depth-wise separable convolutions to build light weight de… | ○ unchecked | yes | 0.55 | 0 | 14.8 | — |
| Therefore, we design a new building block with a sandwich layout, i.e., using a single memory-bound MHSA between effici… | ○ unchecked | yes | 0.55 | 0 | 9.9 | MobileNets are based on a streamlined architecture that uses depth-wise separable convolutions to build light weight de… |
See its whole group in the network, where it can be filtered and sized.
Step by step
| Where | Status | Claim | Credence |
|---|---|---|---|
| 1 step below | unchecked | MobileNets are based on a streamlined architecture that uses depth-wise separable convolutions to build light weight deep neural networks.this claim takes its method from it, as the citing paper says · human literature · ext:245914e3c3cc70ff | 0.55 |
| this claim | unchecked | Therefore, we design a new building block with a sandwich layout, i.e., using a single memory-bound MHSA between efficient FFN layers, which improves memory ef…human literature · ext:a0308e1c6a79e10e | 0.55 |
Background mentions carry no weight and are not part of the line. Every number recomputes from the public log.