Han Hu, Kai Chen, Weicong Liang, Yukang Yang, Dongnan Gui, Yuhui †♮, Yuan, Haisong Ding
We lifted 9 functions out of this paper's own repositories and ran 4 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 |
|---|---|---|
| aigtext/glyphcontrol-release | — | 4 of 9 |
| Function | Status | Where it lives |
|---|---|---|
| CrossAttention | Ran | aigtext/glyphcontrol-release/cldm/cldm.py code served (permissive licence) · get_code("8f64e619c23619c5") |
| MemoryEfficientCrossAttention | Ran | aigtext/glyphcontrol-release/cldm/cldm.py code served (permissive licence) · get_code("2c8910dba7592809") |
| QKVAttention | Ran | aigtext/glyphcontrol-release/cldm/cldm.py code served (permissive licence) · get_code("4bed2e5daf64df72") |
| QKVAttentionLegacy | Ran | aigtext/glyphcontrol-release/cldm/cldm.py code served (permissive licence) · get_code("ba0567fc5b71dbf6") |
| AttentionBlock | Not yet run | aigtext/glyphcontrol-release/cldm/cldm.py code served (permissive licence) · get_code("e59c125335cdce0a") |
| BasicTransformerBlock | Not yet run | aigtext/glyphcontrol-release/cldm/cldm.py code served (permissive licence) · get_code("c8644b25d74977f2") |
| ControlNet | Not yet run | aigtext/glyphcontrol-release/cldm/cldm.py code served (permissive licence) · get_code("1e1a7f7b69eb27b1") |
| SpatialTransformer | Not yet run | aigtext/glyphcontrol-release/cldm/cldm.py code served (permissive licence) · get_code("97e5c1d4532076bf") |
| TimestepEmbedSequential | Not yet run | aigtext/glyphcontrol-release/cldm/cldm.py code served (permissive licence) · get_code("48f3e455f9262eb2") |
Some links come from the archived Papers with Code dataset (CC BY-SA 4.0): attribution and licence.
Newspaper with the headline "Aliens Found in Space" and "Monster Attacks Mars". A decorative greeting card that reads "Congratulations on achieving state of the art". Dslr portrait of a robot holds a sign that says "StrongAI will Empower The World". A menu of a fast food restaurant that contains "Sandwich Combo", "French Fries", and "Pepsi". A sign in front of a beautiful village that says "Bear Infested Be Careful". A sign "OpenSource" facing another sign "CloseSource". They point to two completely different paths. Figure 1: Illustrating selected 512 × 512 GlyphControl samples for different text prompts and glyph conditions. Our GlyphControl can generate coherent images with well-formed visual text.
The same record, over MCP at https://syntology.ai/mcp:
get_harvested_code_for_paper("2305.18259")
get_code_for_paper("2305.18259")
have("2305.18259")
Connect an agent — have() is free.