Revisit Large-Scale Image-Caption Data in Pre-training Multimodal Foundation Models
Fuente:
arXiv
Saved in:
| Main Authors: | Lai, Zhengfeng, Saveris, Vasileios, Chen, Chen, Chen, Hong-You, Zhang, Haotian, Zhang, Bowen, Tebar, Juan Lao, Hu, Wenze, Gan, Zhe, Grasch, Peter, Cao, Meng, Yang, Yinfei |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Contrastive Localized Language-Image Pre-Training
by: Chen, Hong-You, et al.
Published: (2024)
by: Chen, Hong-You, et al.
Published: (2024)
BalCapRL: A Balanced Framework for RL-Based MLLM Image Captioning
by: Ye, Shaokai, et al.
Published: (2026)
by: Ye, Shaokai, et al.
Published: (2026)
VeCLIP: Improving CLIP Training via Visual-enriched Captions
by: Lai, Zhengfeng, et al.
Published: (2023)
by: Lai, Zhengfeng, et al.
Published: (2023)
How Easy is It to Fool Your Multimodal LLMs? An Empirical Analysis on Deceptive Prompts
by: Qian, Yusu, et al.
Published: (2024)
by: Qian, Yusu, et al.
Published: (2024)
MIA-Bench: Towards Better Instruction Following Evaluation of Multimodal LLMs
by: Qian, Yusu, et al.
Published: (2024)
by: Qian, Yusu, et al.
Published: (2024)
UniVG: A Generalist Diffusion Model for Unified Image Generation and Editing
by: Fu, Tsu-Jui, et al.
Published: (2025)
by: Fu, Tsu-Jui, et al.
Published: (2025)
MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning
by: Zhang, Haotian, et al.
Published: (2024)
by: Zhang, Haotian, et al.
Published: (2024)
DeepMMSearch-R1: Empowering Multimodal LLMs in Multimodal Web Search
by: Narayan, Kartik, et al.
Published: (2025)
by: Narayan, Kartik, et al.
Published: (2025)
MM-Ego: Towards Building Egocentric Multimodal LLMs for Video QA
by: Ye, Hanrong, et al.
Published: (2024)
by: Ye, Hanrong, et al.
Published: (2024)
Ferret-UI: Grounded Mobile UI Understanding with Multimodal LLMs
by: You, Keen, et al.
Published: (2024)
by: You, Keen, et al.
Published: (2024)
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)
MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training
by: McKinzie, Brandon, et al.
Published: (2024)
by: McKinzie, Brandon, et al.
Published: (2024)
Revisiting Data Analysis with Pre-trained Foundation Models
by: Liang, Chen, et al.
Published: (2025)
by: Liang, Chen, et al.
Published: (2025)
Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models
by: Zhang, Haotian, et al.
Published: (2024)
by: Zhang, Haotian, et al.
Published: (2024)
CoMP: Continual Multimodal Pre-training for Vision Foundation Models
by: Chen, Yitong, et al.
Published: (2025)
by: Chen, Yitong, et al.
Published: (2025)
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing
by: Qian, Yusu, et al.
Published: (2025)
by: Qian, Yusu, et al.
Published: (2025)
SlowFast-LLaVA-1.5: A Family of Token-Efficient Video Large Language Models for Long-Form Video Understanding
by: Xu, Mingze, et al.
Published: (2025)
by: Xu, Mingze, et al.
Published: (2025)
DiT-Air: Revisiting the Efficiency of Diffusion Model Architecture Design in Text to Image Generation
by: Chen, Chen, et al.
Published: (2025)
by: Chen, Chen, et al.
Published: (2025)
Understanding Alignment in Multimodal LLMs: A Comprehensive Study
by: Amirloo, Elmira, et al.
Published: (2024)
by: Amirloo, Elmira, et al.
Published: (2024)
Pico-Banana-400K: A Large-Scale Dataset for Text-Guided Image Editing
by: Qian, Yusu, et al.
Published: (2025)
by: Qian, Yusu, et al.
Published: (2025)
RSCaMa: Remote Sensing Image Change Captioning with State Space Model
by: Liu, Chenyang, et al.
Published: (2024)
by: Liu, Chenyang, et al.
Published: (2024)
Improve Vision Language Model Chain-of-thought Reasoning
by: Zhang, Ruohong, et al.
Published: (2024)
by: Zhang, Ruohong, et al.
Published: (2024)
DreamLIP: Language-Image Pre-training with Long Captions
by: Zheng, Kecheng, et al.
Published: (2024)
by: Zheng, Kecheng, et al.
Published: (2024)
Multimodal Autoregressive Pre-training of Large Vision Encoders
by: Fini, Enrico, et al.
Published: (2024)
by: Fini, Enrico, et al.
Published: (2024)
Compressing LLMs: The Truth is Rarely Pure and Never Simple
by: Jaiswal, Ajay, et al.
Published: (2023)
by: Jaiswal, Ajay, et al.
Published: (2023)
MANZANO: A Simple and Scalable Unified Multimodal Model with a Hybrid Vision Tokenizer
by: Li, Yanghao, et al.
Published: (2025)
by: Li, Yanghao, et al.
Published: (2025)
Temporal Adaptation of Pre-trained Foundation Models for Music Structure Analysis
by: Zhang, Yixiao, et al.
Published: (2025)
by: Zhang, Yixiao, et al.
Published: (2025)
SlowFast-LLaVA: A Strong Training-Free Baseline for Video Large Language Models
by: Xu, Mingze, et al.
Published: (2024)
by: Xu, Mingze, et al.
Published: (2024)
STIV: Scalable Text and Image Conditioned Video Generation
by: Lin, Zongyu, et al.
Published: (2024)
by: Lin, Zongyu, et al.
Published: (2024)
Low-hallucination Synthetic Captions for Large-Scale Vision-Language Model Pre-training
by: Zhang, Xinsong, et al.
Published: (2025)
by: Zhang, Xinsong, et al.
Published: (2025)
Code for "Topographical Features of the Lunar Surface Unveiled through Spherical Voronoi Tessellation Analysis Method of DEM Roughness at Equal Spatial Scales "
by: Zhengfeng, Zhang
Published: (2025)
by: Zhengfeng, Zhang
Published: (2025)
Revisiting Diffusion Models: From Generative Pre-training to One-Step Generation
by: Zheng, Bowen, et al.
Published: (2025)
by: Zheng, Bowen, et al.
Published: (2025)
Incentivizing Temporal-Awareness in Egocentric Video Understanding Models
by: Xu, Zhiyang, et al.
Published: (2026)
by: Xu, Zhiyang, et al.
Published: (2026)
Revisiting Continual Semantic Segmentation with Pre-trained Vision Models
by: Zhang, Duzhen, et al.
Published: (2025)
by: Zhang, Duzhen, et al.
Published: (2025)
Retrieval-augmented Prompt Learning for Pre-trained Foundation Models
by: Chen, Xiang, et al.
Published: (2025)
by: Chen, Xiang, et al.
Published: (2025)
CLIP-UP: A Simple and Efficient Mixture-of-Experts CLIP Training Recipe with Sparse Upcycling
by: Wang, Xinze, et al.
Published: (2025)
by: Wang, Xinze, et al.
Published: (2025)
MusiLingo: Bridging Music and Text with Pre-trained Language Models for Music Captioning and Query Response
by: Deng, Zihao, et al.
Published: (2023)
by: Deng, Zihao, et al.
Published: (2023)
Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding
by: Xu, Hongshen, et al.
Published: (2024)
by: Xu, Hongshen, et al.
Published: (2024)
OSF: On Pre-training and Scaling of Sleep Foundation Models
by: Shuai, Zitao, et al.
Published: (2026)
by: Shuai, Zitao, et al.
Published: (2026)
MobilityGPT: Enhanced Human Mobility Modeling with a GPT model
by: Haydari, Ammar, et al.
Published: (2024)
by: Haydari, Ammar, et al.
Published: (2024)
Similar Items
-
Contrastive Localized Language-Image Pre-Training
by: Chen, Hong-You, et al.
Published: (2024) -
BalCapRL: A Balanced Framework for RL-Based MLLM Image Captioning
by: Ye, Shaokai, et al.
Published: (2026) -
VeCLIP: Improving CLIP Training via Visual-enriched Captions
by: Lai, Zhengfeng, et al.
Published: (2023) -
How Easy is It to Fool Your Multimodal LLMs? An Empirical Analysis on Deceptive Prompts
by: Qian, Yusu, et al.
Published: (2024) -
MIA-Bench: Towards Better Instruction Following Evaluation of Multimodal LLMs
by: Qian, Yusu, et al.
Published: (2024)