CG-MLLM: Captioning and Generating 3D content via Multi-modal Large Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Huang, Junming, Wang, Chi, Li, Letian, Xu, Guangkai, Huang, Donglin, Chen, Hao, Dai, Qiang, Xu, Weiwei |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
VividAnimator: An End-to-End Audio and Pose-driven Half-Body Human Animation Framework
by: Huang, Donglin, et al.
Published: (2025)
by: Huang, Donglin, et al.
Published: (2025)
Text-Driven Diverse Facial Texture Generation via Progressive Latent-Space Refinement
by: Wang, Chi, et al.
Published: (2024)
by: Wang, Chi, et al.
Published: (2024)
SeCG: Semantic-Enhanced 3D Visual Grounding via Cross-modal Graph Attention
by: Xiao, Feng, et al.
Published: (2024)
by: Xiao, Feng, et al.
Published: (2024)
DetectiumFire: A Comprehensive Multi-modal Dataset Bridging Vision and Language for Fire Understanding
by: Liu, Zixuan, et al.
Published: (2025)
by: Liu, Zixuan, et al.
Published: (2025)
HetScene: Heterogeneity-Aware Diffusion for Dense Indoor Scene Generation
by: Chen, Zini, et al.
Published: (2026)
by: Chen, Zini, et al.
Published: (2026)
SCA3D: Enhancing Cross-modal 3D Retrieval via 3D Shape and Caption Paired Data Augmentation
by: Ren, Junlong, et al.
Published: (2025)
by: Ren, Junlong, et al.
Published: (2025)
Fast3D: Accelerating 3D Multi-modal Large Language Models for Efficient 3D Scene Understanding
by: Huang, Wencan, et al.
Published: (2025)
by: Huang, Wencan, et al.
Published: (2025)
MLLM-For3D: Adapting Multimodal Large Language Model for 3D Reasoning Segmentation
by: Huang, Jiaxin, et al.
Published: (2025)
by: Huang, Jiaxin, et al.
Published: (2025)
BuildingBlock: A Hybrid Approach for Structured Building Generation
by: Huang, Junming, et al.
Published: (2025)
by: Huang, Junming, et al.
Published: (2025)
MPCAR: Multi-Perspective Contextual Augmentation for Enhanced Visual Reasoning in Large Vision-Language Models
by: Rahman, Amirul, et al.
Published: (2025)
by: Rahman, Amirul, et al.
Published: (2025)
3D CoCa: Contrastive Learners are 3D Captioners
by: Huang, Ting, et al.
Published: (2025)
by: Huang, Ting, et al.
Published: (2025)
4D-Bench: Benchmarking Multi-modal Large Language Models for 4D Object Understanding
by: Zhu, Wenxuan, et al.
Published: (2025)
by: Zhu, Wenxuan, et al.
Published: (2025)
Efficient Multi-modal Large Language Models via Visual Token Grouping
by: Huang, Minbin, et al.
Published: (2024)
by: Huang, Minbin, et al.
Published: (2024)
Multi-SpatialMLLM: Multi-Frame Spatial Understanding with Multi-Modal Large Language Models
by: Xu, Runsen, et al.
Published: (2025)
by: Xu, Runsen, et al.
Published: (2025)
PUMA: Empowering Unified MLLM with Multi-granular Visual Generation
by: Fang, Rongyao, et al.
Published: (2024)
by: Fang, Rongyao, et al.
Published: (2024)
HAIC: Improving Human Action Understanding and Generation with Better Captions for Multi-modal Large Language Models
by: Wang, Xiao, et al.
Published: (2025)
by: Wang, Xiao, et al.
Published: (2025)
FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models
by: Xu, Zhipei, et al.
Published: (2024)
by: Xu, Zhipei, et al.
Published: (2024)
Universal Video Temporal Grounding with Generative Multi-modal Large Language Models
by: Li, Zeqian, et al.
Published: (2025)
by: Li, Zeqian, et al.
Published: (2025)
EALD-MLLM: Emotion Analysis in Long-sequential and De-identity videos with Multi-modal Large Language Model
by: Li, Deng, et al.
Published: (2024)
by: Li, Deng, et al.
Published: (2024)
Unlocking the Power of Critical Factors for 3D Visual Geometry Estimation
by: Xu, Guangkai, et al.
Published: (2026)
by: Xu, Guangkai, et al.
Published: (2026)
Change3D: Revisiting Change Detection and Captioning from A Video Modeling Perspective
by: Zhu, Duowang, et al.
Published: (2025)
by: Zhu, Duowang, et al.
Published: (2025)
CAD-MLLM: Unifying Multimodality-Conditioned CAD Generation With MLLM
by: Xu, Jingwei, et al.
Published: (2024)
by: Xu, Jingwei, et al.
Published: (2024)
Generative Video Matting
by: Ge, Yongtao, et al.
Published: (2025)
by: Ge, Yongtao, et al.
Published: (2025)
A Chain-of-Thought Subspace Meta-Learning for Few-shot Image Captioning with Large Vision and Language Models
by: Huang, Hao, et al.
Published: (2025)
by: Huang, Hao, et al.
Published: (2025)
Q-Doc: Benchmarking Document Image Quality Assessment Capabilities in Multi-modal Large Language Models
by: Huang, Jiaxi, et al.
Published: (2025)
by: Huang, Jiaxi, et al.
Published: (2025)
DiffCalib: Reformulating Monocular Camera Calibration as Diffusion-Based Dense Incident Map Generation
by: He, Xiankang, et al.
Published: (2024)
by: He, Xiankang, et al.
Published: (2024)
OCC-MLLM-Alpha:Empowering Multi-modal Large Language Model for the Understanding of Occluded Objects with Self-Supervised Test-Time Learning
by: Yang, Shuxin, et al.
Published: (2024)
by: Yang, Shuxin, et al.
Published: (2024)
Cobra: Extending Mamba to Multi-Modal Large Language Model for Efficient Inference
by: Zhao, Han, et al.
Published: (2024)
by: Zhao, Han, et al.
Published: (2024)
World to Code: Multi-modal Data Generation via Self-Instructed Compositional Captioning and Filtering
by: Wang, Jiacong, et al.
Published: (2024)
by: Wang, Jiacong, et al.
Published: (2024)
CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset
by: Wang, Zhiming, et al.
Published: (2024)
by: Wang, Zhiming, et al.
Published: (2024)
ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models
by: Wu, Mingrui, et al.
Published: (2024)
by: Wu, Mingrui, et al.
Published: (2024)
Enhanced Cross-modal 3D Retrieval via Tri-modal Reconstruction
by: Ren, Junlong, et al.
Published: (2025)
by: Ren, Junlong, et al.
Published: (2025)
Survey on AI-Generated Media Detection: From Non-MLLM to MLLM
by: Zou, Yueying, et al.
Published: (2025)
by: Zou, Yueying, et al.
Published: (2025)
Efficient Physics Simulation for 3D Scenes via MLLM-Guided Gaussian Splatting
by: Zhao, Haoyu, et al.
Published: (2024)
by: Zhao, Haoyu, et al.
Published: (2024)
Part-X-MLLM: Part-aware 3D Multimodal Large Language Model
by: Wang, Chunshi, et al.
Published: (2025)
by: Wang, Chunshi, et al.
Published: (2025)
Unified Generative and Discriminative Training for Multi-modal Large Language Models
by: Chow, Wei, et al.
Published: (2024)
by: Chow, Wei, et al.
Published: (2024)
ExCap3D: Expressive 3D Scene Understanding via Object Captioning with Varying Detail
by: Yeshwanth, Chandan, et al.
Published: (2025)
by: Yeshwanth, Chandan, et al.
Published: (2025)
Multi-modal Situated Reasoning in 3D Scenes
by: Linghu, Xiongkun, et al.
Published: (2024)
by: Linghu, Xiongkun, et al.
Published: (2024)
Filter, Correlate, Compress: Training-Free Token Reduction for MLLM Acceleration
by: Han, Yuhang, et al.
Published: (2024)
by: Han, Yuhang, et al.
Published: (2024)
Multi-LLM Collaborative Caption Generation in Scientific Documents
by: Kim, Jaeyoung, et al.
Published: (2025)
by: Kim, Jaeyoung, et al.
Published: (2025)
Similar Items
-
VividAnimator: An End-to-End Audio and Pose-driven Half-Body Human Animation Framework
by: Huang, Donglin, et al.
Published: (2025) -
Text-Driven Diverse Facial Texture Generation via Progressive Latent-Space Refinement
by: Wang, Chi, et al.
Published: (2024) -
SeCG: Semantic-Enhanced 3D Visual Grounding via Cross-modal Graph Attention
by: Xiao, Feng, et al.
Published: (2024) -
DetectiumFire: A Comprehensive Multi-modal Dataset Bridging Vision and Language for Fire Understanding
by: Liu, Zixuan, et al.
Published: (2025) -
HetScene: Heterogeneity-Aware Diffusion for Dense Indoor Scene Generation
by: Chen, Zini, et al.
Published: (2026)