Byoung-Tak Zhang, Minsu Lee, Minji Kim, Ganghun Lee, Yunsu Lee
We lifted 9 functions out of this paper's own repositories and ran 7 of them in a sandbox. "Ran" means the function executed on a synthesized input and returned a value. It is not a reproduction of the paper's results.
| Repository | Role | Ran |
|---|---|---|
| northadventure/CollageRL | — | 7 of 9 |
| Function | Status | Where it lives |
|---|---|---|
| PureDiscriminator | Ran | northadventure/CollageRL/env/collage.py pointer only (licence: NOASSERTION) · get_code("64b0e75cb66b1146") |
| SpectralNorm | Ran | northadventure/CollageRL/env/collage.py pointer only (licence: NOASSERTION) · get_code("fb56e8949300284c") |
| SpectralNormDiscriminator | Ran | northadventure/CollageRL/env/collage.py pointer only (licence: NOASSERTION) · get_code("a266050835ee0a0b") |
| TReLU | Ran | northadventure/CollageRL/env/collage.py pointer only (licence: NOASSERTION) · get_code("ef8c90d931fe7d13") |
| WeightNormDiscriminator | Ran | northadventure/CollageRL/env/collage.py pointer only (licence: NOASSERTION) · get_code("58a465587a19ca78") |
| gradient_penalty | Ran | northadventure/CollageRL/env/collage.py pointer only (licence: NOASSERTION) · get_code("a1ebae71cf1f6c5e") |
| normalize_gradient | Ran | northadventure/CollageRL/env/collage.py pointer only (licence: NOASSERTION) · get_code("1fcedb3532ae6e89") |
| CollageEnv | Not yet run | northadventure/CollageRL/env/collage.py pointer only (licence: NOASSERTION) · get_code("7be344bb9d4ccec8") |
| GAN | Not yet run | northadventure/CollageRL/env/collage.py pointer only (licence: NOASSERTION) · get_code("1daed73333b8ab79") |
Some links come from the archived Papers with Code dataset (CC BY-SA 4.0): attribution and licence.
trained agent appropriately selected and pasted materials to regenerate the target image into a collage and obtained a higher evaluation score on content and style than pixelwise generation methods. Code is available at https: //github.com/northadventure/CollageRL.
The same record, over MCP at https://syntology.ai/mcp:
get_harvested_code_for_paper("2311.02202")
get_code_for_paper("2311.02202")
have("2311.02202")
Connect an agent — have() is free.