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cross-attention 1goal-conditioned reinforcement learning 1navigation tasks 1representation refinement 1state-conditioned embeddings 1

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20242026
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cs.CV2026

IMAGHarmony: Controllable Image Editing with Consistent Object Quantity and Layout

Fei Shen, Yutong Gao, Jian Yu +2

Despite advances in diffusion-based image editing, manipulating multi-object scenes remains challenging. Existing approaches often achieve semantic changes at the expense of struct…