Constrained Edit Fields for Training-Free Flow Editing

arXiv:2609.33735 · cs.CV, cs.LG · Submitted 2026-09-27 · Read on arXiv

cs.CV, cs.LG

Submitted: 2026-09-27

Updated: 2026-09-27

Terminology

• Alignment — 7× in this paper · explained in 1 episode
• Constrained Edit Fields — 6× in this paper
• Grounding — 6× in this paper · explained in 3 episodes
• Rectified Flow — 5× in this paper · explained in 3 episodes
• Ablation — 4× in this paper · explained in 1 episode
• Benchmark — 3× in this paper · explained in 2 episodes
• Generative Model — 3× in this paper · explained in 2 episodes
• Generative Models — 3× in this paper · explained in 2 episodes
• Transformer — 3× in this paper · explained in 2 episodes
• Diffusion Model — 2× in this paper · explained in 8 episodes
• Flow Matching — 2× in this paper · explained in 8 episodes
• Ablation Studies — 1× in this paper · explained in 1 episode
• Accuracy — 1× in this paper · explained in 1 episode
• Adaptation — 1× in this paper · explained in 1 episode
• Consistency — 1× in this paper · explained in 3 episodes
• Diffusion Models — 1× in this paper · explained in 6 episodes
• Embeddings — 1× in this paper · explained in 2 episodes
• Feature Extraction — 1× in this paper · explained in 2 episodes
• Fidelity — 1× in this paper · explained in 2 episodes
• Generative Modeling — 1× in this paper · explained in 3 episodes
• Latent Space — 1× in this paper · explained in 7 episodes

Sources

• FLUX.1 Kontext: Flow Matching for In-Context Image Generation and Editing in Latent Space
• SAM-Flow: Source-Anchored Masked Flow for Training-Free Image Editing
• Scaling Rectified Flow Transformers for High-Resolution Image Synthesis
• Classifier-Free Diffusion Guidance

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