Think, Act, Build: An Agentic Framework with Vision Language Models for Zero-Shot 3D Visual Grounding
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Haibo, Lin, Zihao, Xu, Zhiyang, Huang, Lifu |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Grounded-VideoLLM: Sharpening Fine-grained Temporal Grounding in Video Large Language Models
by: Wang, Haibo, et al.
Published: (2024)
by: Wang, Haibo, et al.
Published: (2024)
TINA: Think, Interaction, and Action Framework for Zero-Shot Vision Language Navigation
by: Li, Dingbang, et al.
Published: (2024)
by: Li, Dingbang, et al.
Published: (2024)
Zero-Shot 3D Visual Grounding from Vision-Language Models
by: Li, Rong, et al.
Published: (2025)
by: Li, Rong, et al.
Published: (2025)
SPARTUN3D: Situated Spatial Understanding of 3D World in Large Language Models
by: Zhang, Yue, et al.
Published: (2024)
by: Zhang, Yue, et al.
Published: (2024)
ThinkAct: Vision-Language-Action Reasoning via Reinforced Visual Latent Planning
by: Huang, Chi-Pin, et al.
Published: (2025)
by: Huang, Chi-Pin, et al.
Published: (2025)
VLM-Grounder: A VLM Agent for Zero-Shot 3D Visual Grounding
by: Xu, Runsen, et al.
Published: (2024)
by: Xu, Runsen, et al.
Published: (2024)
SeqVLM: Proposal-Guided Multi-View Sequences Reasoning via VLM for Zero-Shot 3D Visual Grounding
by: Lin, Jiawen, et al.
Published: (2025)
by: Lin, Jiawen, et al.
Published: (2025)
SuperFlow: Training Flow Matching Models with RL on the Fly
by: Chen, Kaijie, et al.
Published: (2025)
by: Chen, Kaijie, et al.
Published: (2025)
Holistic Evaluation for Interleaved Text-and-Image Generation
by: Liu, Minqian, et al.
Published: (2024)
by: Liu, Minqian, et al.
Published: (2024)
Benchmarking Zero-Shot Recognition with Vision-Language Models: Challenges on Granularity and Specificity
by: Xu, Zhenlin, et al.
Published: (2023)
by: Xu, Zhenlin, et al.
Published: (2023)
Text-Guided Attention is All You Need for Zero-Shot Robustness in Vision-Language Models
by: Yu, Lu, et al.
Published: (2024)
by: Yu, Lu, et al.
Published: (2024)
SORT3D: Spatial Object-centric Reasoning Toolbox for Zero-Shot 3D Grounding Using Large Language Models
by: Zantout, Nader, et al.
Published: (2025)
by: Zantout, Nader, et al.
Published: (2025)
RSVG-ZeroOV: Exploring a Training-Free Framework for Zero-Shot Open-Vocabulary Visual Grounding in Remote Sensing Images
by: Li, Ke, et al.
Published: (2025)
by: Li, Ke, et al.
Published: (2025)
Think Before You Act: A Two-Stage Framework for Mitigating Gender Bias Towards Vision-Language Tasks
by: Zhang, Yunqi, et al.
Published: (2024)
by: Zhang, Yunqi, et al.
Published: (2024)
Zero-Shot Visual Reasoning by Vision-Language Models: Benchmarking and Analysis
by: Nagar, Aishik, et al.
Published: (2024)
by: Nagar, Aishik, et al.
Published: (2024)
Coherent Zero-Shot Visual Instruction Generation
by: Phung, Quynh, et al.
Published: (2024)
by: Phung, Quynh, et al.
Published: (2024)
Navigating the Trade-off: A Synthesis of Defensive Strategies for Zero-Shot Adversarial Robustness in Vision-Language Models
by: Xu, Zane, et al.
Published: (2025)
by: Xu, Zane, et al.
Published: (2025)
ZSPAPrune: Zero-Shot Prompt-Aware Token Pruning for Vision-Language Models
by: Zhang, Pu, et al.
Published: (2025)
by: Zhang, Pu, et al.
Published: (2025)
LLM meets Vision-Language Models for Zero-Shot One-Class Classification
by: Bendou, Yassir, et al.
Published: (2024)
by: Bendou, Yassir, et al.
Published: (2024)
Visual Language Models as Zero-Shot Deepfake Detectors
by: Pirogov, Viacheslav
Published: (2025)
by: Pirogov, Viacheslav
Published: (2025)
Thinking Diffusion: Penalize and Guide Visual-Grounded Reasoning in Diffusion Multimodal Language Models
by: Kim, Keuntae, et al.
Published: (2026)
by: Kim, Keuntae, et al.
Published: (2026)
Think Hierarchically, Act Dynamically: Hierarchical Multi-modal Fusion and Reasoning for Vision-and-Language Navigation
by: Yue, Junrong, et al.
Published: (2025)
by: Yue, Junrong, et al.
Published: (2025)
Blind to Position, Biased in Language: Probing Mid-Layer Representational Bias in Vision-Language Encoders for Zero-Shot Language-Grounded Spatial Understanding
by: An, Na Min, et al.
Published: (2025)
by: An, Na Min, et al.
Published: (2025)
Z3D: Zero-Shot 3D Visual Grounding from Images
by: Drozdov, Nikita, et al.
Published: (2026)
by: Drozdov, Nikita, et al.
Published: (2026)
ActCam: Zero-Shot Joint Camera and 3D Motion Control for Video Generation
by: Khalifi, Omar El, et al.
Published: (2026)
by: Khalifi, Omar El, et al.
Published: (2026)
Reinforcing Spatial Reasoning in Vision-Language Models with Interwoven Thinking and Visual Drawing
by: Wu, Junfei, et al.
Published: (2025)
by: Wu, Junfei, et al.
Published: (2025)
Language-Driven Visual Consensus for Zero-Shot Semantic Segmentation
by: Zhang, Zicheng, et al.
Published: (2024)
by: Zhang, Zicheng, et al.
Published: (2024)
AgentGrounder: Zero-Shot 3D Visual Pointcloud Grounding using Multimodal Language Models
by: Huynh, Cuong, et al.
Published: (2026)
by: Huynh, Cuong, et al.
Published: (2026)
Leveraging Vision-Language Models for Visual Grounding and Analysis of Automotive UI
by: Ernhofer, Benjamin Raphael, et al.
Published: (2025)
by: Ernhofer, Benjamin Raphael, et al.
Published: (2025)
ViGoR-Bench: How Far Are Visual Generative Models From Zero-Shot Visual Reasoners?
by: Han, Haonan, et al.
Published: (2026)
by: Han, Haonan, et al.
Published: (2026)
SeeGround: See and Ground for Zero-Shot Open-Vocabulary 3D Visual Grounding
by: Li, Rong, et al.
Published: (2024)
by: Li, Rong, et al.
Published: (2024)
Binary Verification for Zero-Shot Vision
by: Hu, Rongbin, et al.
Published: (2025)
by: Hu, Rongbin, et al.
Published: (2025)
VideoTemp-o3: Harmonizing Temporal Grounding and Video Understanding in Agentic Thinking-with-Videos
by: Liu, Wenqi, et al.
Published: (2026)
by: Liu, Wenqi, et al.
Published: (2026)
Solving Zero-Shot 3D Visual Grounding as Constraint Satisfaction Problems
by: Yuan, Qihao, et al.
Published: (2024)
by: Yuan, Qihao, et al.
Published: (2024)
Zero-Shot Vision-and-Language Navigation with Collision Mitigation in Continuous Environment
by: Jeong, Seongjun, et al.
Published: (2024)
by: Jeong, Seongjun, et al.
Published: (2024)
Test-Time-Scaling for Zero-Shot Diagnosis with Visual-Language Reasoning
by: Byun, Ji Young, et al.
Published: (2025)
by: Byun, Ji Young, et al.
Published: (2025)
Think Visually, Reason Textually: Vision-Language Synergy in ARC
by: Zhang, Beichen, et al.
Published: (2025)
by: Zhang, Beichen, et al.
Published: (2025)
VLAgeBench: Benchmarking Large Vision-Language Models for Zero-Shot Human Age Estimation
by: Sajib, Rakib Hossain, et al.
Published: (2026)
by: Sajib, Rakib Hossain, et al.
Published: (2026)
Evaluating Vision-Language Models for Zero-Shot Detection, Classification, and Association of Motorcycles, Passengers, and Helmets
by: Choi, Lucas, et al.
Published: (2024)
by: Choi, Lucas, et al.
Published: (2024)
Unleashing the Potential of Vision-Language Pre-Training for 3D Zero-Shot Lesion Segmentation via Mask-Attribute Alignment
by: Jiang, Yankai, et al.
Published: (2024)
by: Jiang, Yankai, et al.
Published: (2024)
Similar Items
-
Grounded-VideoLLM: Sharpening Fine-grained Temporal Grounding in Video Large Language Models
by: Wang, Haibo, et al.
Published: (2024) -
TINA: Think, Interaction, and Action Framework for Zero-Shot Vision Language Navigation
by: Li, Dingbang, et al.
Published: (2024) -
Zero-Shot 3D Visual Grounding from Vision-Language Models
by: Li, Rong, et al.
Published: (2025) -
SPARTUN3D: Situated Spatial Understanding of 3D World in Large Language Models
by: Zhang, Yue, et al.
Published: (2024) -
ThinkAct: Vision-Language-Action Reasoning via Reinforced Visual Latent Planning
by: Huang, Chi-Pin, et al.
Published: (2025)