Cover Image

Unleashing the Potential of Multimodal LLMs for Zero-Shot Spatio-Temporal Video Grounding

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yang, Zaiquan, Liu, Yuhao, Hancke, Gerhard, Lau, Rynson W. H.
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Boosting Weakly-Supervised Referring Image Segmentation via Progressive Comprehension
by: Yang, Zaiquan, et al.
Published: (2024)

StyleSculptor: Zero-Shot Style-Controllable 3D Asset Generation with Texture-Geometry Dual Guidance
by: Qu, Zefan, et al.
Published: (2025)

Color Shift Estimation-and-Correction for Image Enhancement
by: Li, Yiyu, et al.
Published: (2024)

LuSh-NeRF: Lighting up and Sharpening NeRFs for Low-light Scenes
by: Qu, Zefan, et al.
Published: (2024)

ThemeStation: Generating Theme-Aware 3D Assets from Few Exemplars
by: Wang, Zhenwei, et al.
Published: (2024)

Phidias: A Generative Model for Creating 3D Content from Text, Image, and 3D Conditions with Reference-Augmented Diffusion
by: Wang, Zhenwei, et al.
Published: (2024)

Shape-for-Motion: Precise and Consistent Video Editing with 3D Proxy
by: Liu, Yuhao, et al.
Published: (2025)

HOComp: Interaction-Aware Human-Object Composition
by: Liang, Dong, et al.
Published: (2025)

Diff-Plugin: Revitalizing Details for Diffusion-based Low-level Tasks
by: Liu, Yuhao, et al.
Published: (2024)

World-Shaper: A Unified Framework for 360° Panoramic Editing
by: Liang, Dong, et al.
Published: (2026)

MirrorMamba: Towards Scalable and Robust Mirror Detection in Videos
by: Song, Rui, et al.
Published: (2025)

SpaceVLLM: Endowing Multimodal Large Language Model with Spatio-Temporal Video Grounding Capability
by: Wang, Jiankang, et al.
Published: (2025)

Video-GroundingDINO: Towards Open-Vocabulary Spatio-Temporal Video Grounding
by: Wasim, Syed Talal, et al.
Published: (2023)

Recasting Regional Lighting for Shadow Removal
by: Liu, Yuhao, et al.
Published: (2024)

VideoZeroBench: Probing the Limits of Video MLLMs with Spatio-Temporal Evidence Verification
by: Meng, Jiahao, et al.
Published: (2026)

Context-Guided Spatio-Temporal Video Grounding
by: Gu, Xin, et al.
Published: (2024)

Hierarchical Cross-Modal Alignment for Open-Vocabulary 3D Object Detection
by: Zhao, Youjun, et al.
Published: (2025)

Delving into Dark Regions for Robust Shadow Detection
by: Guan, Huankang, et al.
Published: (2024)

Enrich and Detect: Video Temporal Grounding with Multimodal LLMs
by: Pramanick, Shraman, et al.
Published: (2025)

FRESCO: Spatial-Temporal Correspondence for Zero-Shot Video Translation
by: Yang, Shuai, et al.
Published: (2024)

VideoMolmo: Spatio-Temporal Grounding Meets Pointing
by: Ahmad, Ghazi Shazan, et al.
Published: (2025)

Towards Long-Form Spatio-Temporal Video Grounding
by: Gu, Xin, et al.
Published: (2026)

Slicedit: Zero-Shot Video Editing With Text-to-Image Diffusion Models Using Spatio-Temporal Slices
by: Cohen, Nathaniel, et al.
Published: (2024)

TAG: A Simple Yet Effective Temporal-Aware Approach for Zero-Shot Video Temporal Grounding
by: Lee, Jin-Seop, et al.
Published: (2025)

Two-Pass Zero-Shot Temporal-Spatial Grounding of Rare Traffic Events in Surveillance Video
by: Huang, Jiantang
Published: (2026)

Zero-Shot Video Translation and Editing with Frame Spatial-Temporal Correspondence
by: Yang, Shuai, et al.
Published: (2025)

V-STaR: Benchmarking Video-LLMs on Video Spatio-Temporal Reasoning
by: Cheng, Zixu, et al.
Published: (2025)

VTG-GPT: Tuning-Free Zero-Shot Video Temporal Grounding with GPT
by: Xu, Yifang, et al.
Published: (2024)

Inverse Rendering of Glossy Objects via the Neural Plenoptic Function and Radiance Fields
by: Wang, Haoyuan, et al.
Published: (2024)

Spatio-Temporal Context Prompting for Zero-Shot Action Detection
by: Huang, Wei-Jhe, et al.
Published: (2024)

OmniSTVG: Toward Spatio-Temporal Omni-Object Video Grounding
by: Yao, Jiali, et al.
Published: (2025)

Bridging Time and Space: Decoupled Spatio-Temporal Alignment for Video Grounding
by: Tu, Xuezhen, et al.
Published: (2026)

Unleashing the Potential of Consistency Learning for Detecting and Grounding Multi-Modal Media Manipulation
by: Li, Yiheng, et al.
Published: (2025)

GPT4Ego: Unleashing the Potential of Pre-trained Models for Zero-Shot Egocentric Action Recognition
by: Dai, Guangzhao, et al.
Published: (2024)

Structure-Informed Shadow Removal Networks
by: Liu, Yuhao, et al.
Published: (2023)

Leveraging RGB-D Data with Cross-Modal Context Mining for Glass Surface Detection
by: Lin, Jiaying, et al.
Published: (2022)

Voyager: Long-Range and World-Consistent Video Diffusion for Explorable 3D Scene Generation
by: Huang, Tianyu, et al.
Published: (2025)

Contextual Self-paced Learning for Weakly Supervised Spatio-Temporal Video Grounding
by: Kumar, Akash, et al.
Published: (2025)

Know-Show: Benchmarking Video-Language Models on Spatio-Temporal Grounded Reasoning
by: Sugandhika, Chinthani, et al.
Published: (2025)

Detector-Empowered Video Large Language Model for Efficient Spatio-Temporal Grounding
by: Gao, Shida, et al.
Published: (2025)