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MTEdit: Packed Trajectories Beat Rollouts for Multi-Turn Image Editing

Paper recorded by Signals 4 on 2026-10-16 in cs.CV. Abstract reproduced from arXiv; link to the original below.

Published 2026-10-16 on arXiv · recorded by Signals 4 on 2026-10-19

Category: cs.CV · 计算机视觉 · first seen 2026-10-19

Abstract

Multi-turn image editing aims to modify an image according to a sequence of instructions, making it better aligned with human-AI collaborative creation than single-turn editing. However, constructing high-quality multi-turn training data remains challenging, as conventional sequential rollout accumulates errors and introduces visual-quality drift across editing turns. To address this challenge, we

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#237 most recent of 756 cs.CV papers we have recorded · ↑ newer: A Paired RGB-Sonar Dataset for Fish Monitoring with Consumer Sonar · ↓ older: Beyond Multi-Stage Pipelines: A Label-Correlation Ensemble for Multi-L
Cite this page: MTEdit: Packed Trajectories Beat Rollouts for Multi-Turn Image Editing: the #237 most recent of 756 cs.CV papers we have recorded (as of 2026-10-16). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/mtedit-packed-trajectories-beat-rollouts-for-multi-turn-image-editing.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
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