It's interesting that so many depictions of cyclops have two eyebrows.
November 25, 2025 at 9:39 PM
It's interesting that so many depictions of cyclops have two eyebrows.
Diffusion models struggle with generating images for prompts involving multiple objects, especially when they involve instance-level attributes (e.g. "one of the objects is...") and spatial relationships.
Other works try to solve this by requiring extra user inputs, but this isn't ideal...
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Other works try to solve this by requiring extra user inputs, but this isn't ideal...
🧵[2/7]
June 3, 2025 at 11:13 AM
Diffusion models struggle with generating images for prompts involving multiple objects, especially when they involve instance-level attributes (e.g. "one of the objects is...") and spatial relationships.
Other works try to solve this by requiring extra user inputs, but this isn't ideal...
🧵[2/7]
Other works try to solve this by requiring extra user inputs, but this isn't ideal...
🧵[2/7]
A short thread about our paper: "InstanceGen: Image Generation with Instance Level Instructions", recently accepted to #SIGGRAPH2025.
InstanceGen tackles the problem of generating images for complex multi-object prompts with instance-level properties!
tau-vailab.github.io/InstanceGen/
👇🧵[1/7]
InstanceGen tackles the problem of generating images for complex multi-object prompts with instance-level properties!
tau-vailab.github.io/InstanceGen/
👇🧵[1/7]
June 3, 2025 at 11:13 AM
A short thread about our paper: "InstanceGen: Image Generation with Instance Level Instructions", recently accepted to #SIGGRAPH2025.
InstanceGen tackles the problem of generating images for complex multi-object prompts with instance-level properties!
tau-vailab.github.io/InstanceGen/
👇🧵[1/7]
InstanceGen tackles the problem of generating images for complex multi-object prompts with instance-level properties!
tau-vailab.github.io/InstanceGen/
👇🧵[1/7]