QG-CoC: Question-Guided Chain-of-Captions for Large Multimodal Models
Fuente:
arXiv
Saved in:
| Main Authors: | Kao, Kuei-Chun, Tzu-Yin, Hsu, Hong, Yunqi, Wang, Ruochen, Hsieh, Cho-Jui |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Understanding Reward Hacking in Text-to-Image Reinforcement Learning
by: Hong, Yunqi, et al.
Published: (2026)
by: Hong, Yunqi, et al.
Published: (2026)
AutoRubric-T2I: Robust Rule-Based Reward Model for Text-to-Image Alignment
by: Kao, Kuei-Chun, et al.
Published: (2026)
by: Kao, Kuei-Chun, et al.
Published: (2026)
Solving for X and Beyond: Can Large Language Models Solve Complex Math Problems with More-Than-Two Unknowns?
by: Kao, Kuei-Chun, et al.
Published: (2024)
by: Kao, Kuei-Chun, et al.
Published: (2024)
Adaptive Diagnostic Reasoning Framework for Pathology with Multimodal Large Language Models
by: Hong, Yunqi, et al.
Published: (2025)
by: Hong, Yunqi, et al.
Published: (2025)
MuLan: Multimodal-LLM Agent for Progressive and Interactive Multi-Object Diffusion
by: Li, Sen, et al.
Published: (2024)
by: Li, Sen, et al.
Published: (2024)
QG-VTC: Question-Guided Visual Token Compression in MLLMs for Efficient VQA
by: Li, Shuai, et al.
Published: (2025)
by: Li, Shuai, et al.
Published: (2025)
Unlabeled Data Improves Fine-Grained Image Zero-shot Classification with Multimodal LLMs
by: Hong, Yunqi, et al.
Published: (2025)
by: Hong, Yunqi, et al.
Published: (2025)
Concepts or Skills? Rethinking Instruction Selection for Multi-modal Models
by: Bai, Andrew, et al.
Published: (2025)
by: Bai, Andrew, et al.
Published: (2025)
Enhancing CLIP Conceptual Embedding through Knowledge Distillation
by: Kao, Kuei-Chun
Published: (2024)
by: Kao, Kuei-Chun
Published: (2024)
IRIS: Intrinsic Reward Image Synthesis
by: Chen, Yihang, et al.
Published: (2025)
by: Chen, Yihang, et al.
Published: (2025)
On Discrete Prompt Optimization for Diffusion Models
by: Wang, Ruochen, et al.
Published: (2024)
by: Wang, Ruochen, et al.
Published: (2024)
Mitigating Bias in Dataset Distillation
by: Cui, Justin, et al.
Published: (2024)
by: Cui, Justin, et al.
Published: (2024)
MOSSBench: Is Your Multimodal Language Model Oversensitive to Safe Queries?
by: Li, Xirui, et al.
Published: (2024)
by: Li, Xirui, et al.
Published: (2024)
Large Language Models are Interpretable Learners
by: Wang, Ruochen, et al.
Published: (2024)
by: Wang, Ruochen, et al.
Published: (2024)
Understanding the Impact of Negative Prompts: When and How Do They Take Effect?
by: Ban, Yuanhao, et al.
Published: (2024)
by: Ban, Yuanhao, et al.
Published: (2024)
R1-Zero's "Aha Moment" in Visual Reasoning on a 2B Non-SFT Model
by: Zhou, Hengguang, et al.
Published: (2025)
by: Zhou, Hengguang, et al.
Published: (2025)
The Crystal Ball Hypothesis in diffusion models: Anticipating object positions from initial noise
by: Ban, Yuanhao, et al.
Published: (2024)
by: Ban, Yuanhao, et al.
Published: (2024)
Beyond and Free from Diffusion: Invertible Guided Consistency Training
by: Hsu, Chia-Hong, et al.
Published: (2025)
by: Hsu, Chia-Hong, et al.
Published: (2025)
LongCaptioning: Unlocking the Power of Long Video Caption Generation in Large Multimodal Models
by: Wei, Hongchen, et al.
Published: (2025)
by: Wei, Hongchen, et al.
Published: (2025)
Enhancing Visual Question Answering with Multimodal LLMs via Chain-of-Question Guided Retrieval-Augmented Generation
by: Xu, Quanxing, et al.
Published: (2026)
by: Xu, Quanxing, et al.
Published: (2026)
Chain of Questions: Guiding Multimodal Curiosity in Language Models
by: Iji, Nima, et al.
Published: (2025)
by: Iji, Nima, et al.
Published: (2025)
Guiding Instruction-based Image Editing via Multimodal Large Language Models
by: Fu, Tsu-Jui, et al.
Published: (2023)
by: Fu, Tsu-Jui, et al.
Published: (2023)
Embedding Space Selection for Detecting Memorization and Fingerprinting in Generative Models
by: He, Jack, et al.
Published: (2024)
by: He, Jack, et al.
Published: (2024)
CoCoT: Contrastive Chain-of-Thought Prompting for Large Multimodal Models with Multiple Image Inputs
by: Zhang, Daoan, et al.
Published: (2024)
by: Zhang, Daoan, et al.
Published: (2024)
Uncertainty-Guided Selective Adaptation Enables Cross-Platform Predictive Fluorescence Microscopy
by: Yang, Kai-Wen K., et al.
Published: (2025)
by: Yang, Kai-Wen K., et al.
Published: (2025)
Instruction-guided Multi-Granularity Segmentation and Captioning with Large Multimodal Model
by: Zhou, Li, et al.
Published: (2024)
by: Zhou, Li, et al.
Published: (2024)
DialectGen: Benchmarking and Improving Dialect Robustness in Multimodal Generation
by: Zhou, Yu, et al.
Published: (2025)
by: Zhou, Yu, et al.
Published: (2025)
Generalizing Visual Question Answering from Synthetic to Human-Written Questions via a Chain of QA with a Large Language Model
by: Kim, Taehee, et al.
Published: (2024)
by: Kim, Taehee, et al.
Published: (2024)
One-Forcing: Towards Stable One-Step Autoregressive Video Generation
by: Feng, Jiaqi, et al.
Published: (2026)
by: Feng, Jiaqi, et al.
Published: (2026)
Do Large Multimodal Models Solve Caption Generation for Scientific Figures? Lessons Learned from SciCap Challenge 2023
by: Hsu, Ting-Yao E., et al.
Published: (2025)
by: Hsu, Ting-Yao E., et al.
Published: (2025)
CoT-RVS: Zero-Shot Chain-of-Thought Reasoning Segmentation for Videos
by: Kao, Shiu-hong, et al.
Published: (2025)
by: Kao, Shiu-hong, et al.
Published: (2025)
RubiCap: Rubric-Guided Reinforcement Learning for Dense Image Captioning
by: Huang, Tzu-Heng, et al.
Published: (2026)
by: Huang, Tzu-Heng, et al.
Published: (2026)
Graph-Based Captioning: Enhancing Visual Descriptions by Interconnecting Region Captions
by: Hsieh, Yu-Guan, et al.
Published: (2024)
by: Hsieh, Yu-Guan, et al.
Published: (2024)
Chain-of-Talkers (CoTalk): Fast Human Annotation of Dense Image Captions
by: Shen, Yijun, et al.
Published: (2025)
by: Shen, Yijun, et al.
Published: (2025)
Text is All You Need for Vision-Language Model Jailbreaking
by: Chen, Yihang, et al.
Published: (2026)
by: Chen, Yihang, et al.
Published: (2026)
SCRA-VQA: Summarized Caption-Rerank for Augmented Large Language Models in Visual Question Answering
by: Zhang, Yan, et al.
Published: (2025)
by: Zhang, Yan, et al.
Published: (2025)
Hierarchy-Guided Multimodal Representation Learning for Taxonomic Inference
by: Ahmed, Sk Miraj, et al.
Published: (2026)
by: Ahmed, Sk Miraj, et al.
Published: (2026)
BTCChat: Advancing Remote Sensing Bi-temporal Change Captioning with Multimodal Large Language Model
by: Li, Yujie, et al.
Published: (2025)
by: Li, Yujie, et al.
Published: (2025)
ABMAMBA: Multimodal Large Language Model with Aligned Hierarchical Bidirectional Scan for Efficient Video Captioning
by: Yashima, Daichi, et al.
Published: (2026)
by: Yashima, Daichi, et al.
Published: (2026)
Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search
by: Yu, Linhao, et al.
Published: (2025)
by: Yu, Linhao, et al.
Published: (2025)
Similar Items
-
Understanding Reward Hacking in Text-to-Image Reinforcement Learning
by: Hong, Yunqi, et al.
Published: (2026) -
AutoRubric-T2I: Robust Rule-Based Reward Model for Text-to-Image Alignment
by: Kao, Kuei-Chun, et al.
Published: (2026) -
Solving for X and Beyond: Can Large Language Models Solve Complex Math Problems with More-Than-Two Unknowns?
by: Kao, Kuei-Chun, et al.
Published: (2024) -
Adaptive Diagnostic Reasoning Framework for Pathology with Multimodal Large Language Models
by: Hong, Yunqi, et al.
Published: (2025) -
MuLan: Multimodal-LLM Agent for Progressive and Interactive Multi-Object Diffusion
by: Li, Sen, et al.
Published: (2024)