controllable image captioning

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Most implemented papers archive 2025-07-28

8 shown of 8 papers with code (14 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• From Simple to Professional: A Combinatorial Controllable Image Captioning Agent
  15 Dec 2024 1 repository listed
  The Controllable Image Captioning Agent (CapAgent) is an innovative system designed to bridge the gap between user simplicity and professional-level outputs in image captioning tasks.
• CIC-BART-SSA: Controllable Image Captioning with Structured Semantic Augmentation
  16 Jul 2024 1 repository listed
  We use this Structured Semantic Augmentation (SSA) framework to augment existing image-caption datasets with the grounded controlled captions, increasing their spatial and semantic diversity and focal coverage.
• Caption Anything: Interactive Image Description with Diverse Multimodal Controls
  4 May 2023 1 repository listed Syntology ran 3 of 10 samples · 7 unverified
  Controllable image captioning is an emerging multimodal topic that aims to describe the image with natural language following human purpose, e.
• CLID: Controlled-Length Image Descriptions with Limited Data
  27 Nov 2022 1 repository listed
  Controllable image captioning models generate human-like image descriptions, enabling some kind of control over the generated captions.
• Human-like Controllable Image Captioning with Verb-specific Semantic Roles
  22 Mar 2021 1 repository listed Syntology ran 0 of 1 samples · 1 unverified
  However, we argue that almost all existing objective control signals have overlooked two indispensable characteristics of an ideal control signal: 1) Event-compatible: all visual contents referred to in a single…
• Language-Driven Region Pointer Advancement for Controllable Image Captioning
  30 Nov 2020 1 repository listed
  A vital component of the Controllable Image Captioning architecture is the mechanism that decides the timing of attending to each region through the advancement of a region pointer.
• Length-Controllable Image Captioning
  19 Jul 2020 1 repository listed
  We verify the merit of the proposed length level embedding on three models: two state-of-the-art (SOTA) autoregressive models with different types of decoder, as well as our proposed non-autoregressive model, to show…
• Show, Control and Tell: A Framework for Generating Controllable and Grounded Captions
  26 Nov 2018 1 repository listed
  Current captioning approaches can describe images using black-box architectures whose behavior is hardly controllable and explainable from the exterior.

Syntology lines on 2 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.