Cover Image

Reasoning Text-to-Video Retrieval via Digital Twin Video Representations and Large Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Shen, Yiqing, Fan, Chenxiao, Li, Chenjia, Unberath, Mathias
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

Text-Driven Reasoning Video Editing via Reinforcement Learning on Digital Twin Representations
by: Shen, Yiqing, et al.
Published: (2025)

Temporally-Constrained Video Reasoning Segmentation and Automated Benchmark Construction
by: Shen, Yiqing, et al.
Published: (2025)

Counterfactual World Models via Digital Twin-conditioned Video Diffusion
by: Shen, Yiqing, et al.
Published: (2025)

RVTBench: A Benchmark for Visual Reasoning Tasks
by: Shen, Yiqing, et al.
Published: (2025)

Online Reasoning Video Segmentation with Just-in-Time Digital Twins
by: Shen, Yiqing, et al.
Published: (2025)

Constructing and Interpreting Digital Twin Representations for Visual Reasoning via Reinforcement Learning
by: Shen, Yiqing, et al.
Published: (2025)

Fast Reasoning Segmentation for Images and Videos
by: Shen, Yiqing, et al.
Published: (2025)

Operating Room Workflow Analysis via Reasoning Segmentation over Digital Twins
by: Shen, Yiqing, et al.
Published: (2025)

Reasoning Segmentation for Images and Videos: A Survey
by: Shen, Yiqing, et al.
Published: (2025)

Memorizing SAM: 3D Medical Segment Anything Model with Memorizing Transformer
by: Shao, Xinyuan, et al.
Published: (2024)

Decoupling the Image Perception and Multimodal Reasoning for Reasoning Segmentation with Digital Twin Representations
by: Li, Yizhen, et al.
Published: (2025)

TwinOR: Photorealistic Digital Twins of Dynamic Operating Rooms for Embodied AI Research
by: Zhang, Han, et al.
Published: (2025)

Towards Robust Algorithms for Surgical Phase Recognition via Digital Twin Representation
by: Ding, Hao, et al.
Published: (2024)

SAVE: Speech-Aware Video Representation Learning for Video-Text Retrieval
by: Zhao, Ruixiang, et al.
Published: (2026)

Adversarial Video Promotion Against Text-to-Video Retrieval
by: Tian, Qiwei, et al.
Published: (2025)

Understanding the Implicit User Intention via Reasoning with Large Language Model for Image Editing
by: Wang, Yijia, et al.
Published: (2025)

Unifying Latent and Lexicon Representations for Effective Video-Text Retrieval
by: Liu, Haowei, et al.
Published: (2024)

Learning Audio-guided Video Representation with Gated Attention for Video-Text Retrieval
by: Jeong, Boseung, et al.
Published: (2025)

Bidirectional Likelihood Estimation with Multi-Modal Large Language Models for Text-Video Retrieval
by: Ko, Dohwan, et al.
Published: (2025)

OmniRetriever: Any-to-Any Audio-Video-Text Retrieval via Fusion-as-Teacher Distillation
by: Liu, Yunze, et al.
Published: (2026)

VISA: Reasoning Video Object Segmentation via Large Language Models
by: Yan, Cilin, et al.
Published: (2024)

MV-Adapter: Multimodal Video Transfer Learning for Video Text Retrieval
by: Jin, Xiaojie, et al.
Published: (2023)

RANKVIDEO: Reasoning Reranking for Text-to-Video Retrieval
by: Skow, Tyler, et al.
Published: (2026)

Enhancing Video Large Language Models with Structured Multi-Video Collaborative Reasoning
by: He, Zhihao, et al.
Published: (2025)

Denoise-then-Retrieve: Text-Conditioned Video Denoising for Video Moment Retrieval
by: Liu, Weijia, et al.
Published: (2025)

TempMe: Video Temporal Token Merging for Efficient Text-Video Retrieval
by: Shen, Leqi, et al.
Published: (2024)

Text Is MASS: Modeling as Stochastic Embedding for Text-Video Retrieval
by: Wang, Jiamian, et al.
Published: (2024)

X-CoT: Explainable Text-to-Video Retrieval via LLM-based Chain-of-Thought Reasoning
by: Pulakurthi, Prasanna Reddy, et al.
Published: (2025)

Ambiguity-Restrained Text-Video Representation Learning for Partially Relevant Video Retrieval
by: Cho, CH, et al.
Published: (2025)

Towards Efficient and Effective Text-to-Video Retrieval with Coarse-to-Fine Visual Representation Learning
by: Tian, Kaibin, et al.
Published: (2024)

TOPA: Extending Large Language Models for Video Understanding via Text-Only Pre-Alignment
by: Li, Wei, et al.
Published: (2024)

Long Video Understanding with Learnable Retrieval in Video-Language Models
by: Xu, Jiaqi, et al.
Published: (2023)

VideoDirector: Precise Video Editing via Text-to-Video Models
by: Wang, Yukun, et al.
Published: (2024)

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models
by: Xu, Yifang, et al.
Published: (2025)

Towards Scalable Video Anomaly Retrieval: A Synthetic Video-Text Benchmark
by: Yang, Shuyu, et al.
Published: (2025)

ViLLa: Video Reasoning Segmentation with Large Language Model
by: Zheng, Rongkun, et al.
Published: (2024)

T2VIndexer: A Generative Video Indexer for Efficient Text-Video Retrieval
by: Li, Yili, et al.
Published: (2024)

A Causal Framework for Aligning Image Quality Metrics and Deep Neural Network Robustness
by: Drenkow, Nathan, et al.
Published: (2025)

Text-Video Retrieval with Global-Local Semantic Consistent Learning
by: Zhang, Haonan, et al.
Published: (2024)

Narrating the Video: Boosting Text-Video Retrieval via Comprehensive Utilization of Frame-Level Captions
by: Hur, Chan, et al.
Published: (2025)