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DuplexBridge: Coordinating Understanding and Generation for Unified Image Editing

Paper recorded by Signals 4 on 2026-10-13 in cs.CV. Abstract reproduced from arXiv; link to the original below.

Published 2026-10-13 on arXiv · recorded by Signals 4 on 2026-10-14

Category: cs.CV · 计算机视觉 · first seen 2026-10-14

Abstract

Complex image editing requires faithful task interpretation and accurate execution, but a failed edit does not reveal which responsibility failed. We present DuplexBridge, which uses a unified model's own understanding capability to enhance prompts for its own generation capability, without an external understanding module. A source-grounded bridge specifies targets, final-state changes, and prese

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#288 most recent of 756 cs.CV papers we have recorded · ↑ newer: WorldOracle: Benchmarking Action-Conditioned World Models against Real · ↓ older: Trust Before Autonomy: Rethinking Agentic Remote Sensing for Crisis Re
Cite this page: DuplexBridge: Coordinating Understanding and Generation for Unified Image Editing: the #288 most recent of 756 cs.CV papers we have recorded (as of 2026-10-13). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/duplexbridge-coordinating-understanding-and-generation-for-unified-image-editing.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
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