DRIFT: A Residual Flow Adapter for Decoding Continuous Outputs in Vision-Language Models

arXiv:2606.05758 · cs.CV, cs.AI, cs.LG · Submitted 2026-06-04 · Read on arXiv

cs.CV, cs.AI, cs.LG

Submitted: 2026-06-04

Updated: 2026-10-27

Terminology

• Vision-language models — 2× in this paper · explained in 2 episodes
• Flow Matching — 1× in this paper · explained in 22 episodes
• Generalization — 1× in this paper · explained in 14 episodes
• Generative Modeling — 1× in this paper · explained in 3 episodes
• Grounding — 1× in this paper · explained in 3 episodes
• MLLMs — 1× in this paper · explained in 2 episodes
• Vision-Language Models (VLMs) — 1× in this paper · explained in 7 episodes
• Visual Grounding — 1× in this paper · explained in 2 episodes
• Zero-Shot Generalization — 1× in this paper · explained in 5 episodes

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