Task-aware localization via attention cues and feature centroids from source/target streams in IIE models improves non-edit consistency while preserving instruction following.
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2 Pith papers cite this work. Polarity classification is still indexing.
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2026 2verdicts
UNVERDICTED 2representative citing papers
TopoStyle provides an interactive system using 2D diffusion models for 2.5D topology optimization that supports hand-drawn and point-based edits plus masking to enable iterative customization balancing performance and aesthetics.
citing papers explorer
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Rethinking Where to Edit: Task-Aware Localization for Instruction-Based Image Editing
Task-aware localization via attention cues and feature centroids from source/target streams in IIE models improves non-edit consistency while preserving instruction following.
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TopoStyle: Supporting Iterative Design with Generative AI for 2.5D Topology Optimization
TopoStyle provides an interactive system using 2D diffusion models for 2.5D topology optimization that supports hand-drawn and point-based edits plus masking to enable iterative customization balancing performance and aesthetics.