spatial-aware image editing

Description from the archive archive 2025-07-28.

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Most implemented papers archive 2025-07-28

3 shown of 3 papers with code (4 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• SmartFreeEdit: Mask-Free Spatial-Aware Image Editing with Complex Instruction Understanding
  17 Apr 2025 1 repository listed
  The key innovations of SmartFreeEdit include:(1)the introduction of region aware tokens and a mask embedding paradigm that enhance the spatial understanding of complex scenes;(2) a reasoning segmentation pipeline…
• DesignEdit: Multi-Layered Latent Decomposition and Fusion for Unified & Accurate Image Editing
  21 Mar 2024 1 repository listed
  Second, we propose an instruction-guided latent fusion that pastes the multi-layered latent representations onto a canvas latent.
• Blended Latent Diffusion
  6 Jun 2022 1 repository listed Syntology ran 9 of 13 samples · 4 unverified · 1 pointer-only (licence)
  Our solution leverages a recent text-to-image Latent Diffusion Model (LDM), which speeds up diffusion by operating in a lower-dimensional latent space.

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.