Cover Image

Multimodal Language Models for Domain-Specific Procedural Video Summarization

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	Hussain, Nafisa
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Information Retrieval
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Personalized Video Summarization using Text-Based Queries and Conditional Modeling
by: Huang, Jia-Hong
Published: (2024)

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations
by: De Nadai, Marco, et al.
Published: (2025)

LLM-Enhanced Multimodal Fusion for Cross-Domain Sequential Recommendation
by: Wu, Wangyu, et al.
Published: (2025)

LoVR: A Benchmark for Long Video Retrieval in Multimodal Contexts
by: Cai, Qifeng, et al.
Published: (2025)

Accurate and Scalable Multimodal Pathology Retrieval via Attentive Vision-Language Alignment
by: Wang, Hongyi, et al.
Published: (2025)

Indexing Multimodal Language Models for Large-scale Image Retrieval
by: Tharwat, Bahey, et al.
Published: (2026)

Benchmarking Multimodal Large Language Models for Missing Modality Completion in Product Catalogues
by: Fu, Junchen, et al.
Published: (2026)

Efficient and Effective Adaptation of Multimodal Foundation Models in Sequential Recommendation
by: Fu, Junchen, et al.
Published: (2024)

E5-V: Universal Embeddings with Multimodal Large Language Models
by: Jiang, Ting, et al.
Published: (2024)

Video Editing for Video Retrieval
by: Zhu, Bin, et al.
Published: (2024)

UniNote: A Unified Embedding Model for Multimodal Representation and Ranking
by: Zhao, Jinghan, et al.
Published: (2026)

Dynamic Multimodal Fusion via Meta-Learning Towards Micro-Video Recommendation
by: Liu, Han, et al.
Published: (2025)

UCDR-Adapter: Exploring Adaptation of Pre-Trained Vision-Language Models for Universal Cross-Domain Retrieval
by: Jiang, Haoyu, et al.
Published: (2024)

MealRec: Multi-granularity Sequential Modeling via Hierarchical Diffusion Models for Micro-Video Recommendation
by: Dong, Xinxin, et al.
Published: (2026)

DeepMMSearch-R1: Empowering Multimodal LLMs in Multimodal Web Search
by: Narayan, Kartik, et al.
Published: (2025)

TrajSV: A Trajectory-based Model for Sports Video Representations and Applications
by: Wang, Zheng, et al.
Published: (2025)

RED: Robust Event-Guided Motion Deblurring with Modality-Specific Disentanglement
by: Leng, Yihong, et al.
Published: (2025)

Video-ColBERT: Contextualized Late Interaction for Text-to-Video Retrieval
by: Reddy, Arun, et al.
Published: (2025)

DSRAG: A Domain-Specific Retrieval Framework Based on Document-derived Multimodal Knowledge Graph
by: Yang, Mengzheng, et al.
Published: (2025)

Multi-Branch Collaborative Learning Network for Video Quality Assessment in Industrial Video Search
by: Tang, Hengzhu, et al.
Published: (2025)

Vote-in-Context: Turning VLMs into Zero-Shot Rank Fusers
by: Eltahir, Mohamed, et al.
Published: (2025)

EvdCLIP: Improving Vision-Language Retrieval with Entity Visual Descriptions from Large Language Models
by: Meng, GuangHao, et al.
Published: (2025)

Adapting MLLMs for Nuanced Video Retrieval
by: Bagad, Piyush, et al.
Published: (2025)

Smart Routing for Multimodal Video Retrieval: When to Search What
by: Rosa, Kevin Dela
Published: (2025)

Multimodal Learned Sparse Retrieval with Probabilistic Expansion Control
by: Nguyen, Thong, et al.
Published: (2024)

MMMORRF: Multimodal Multilingual Modularized Reciprocal Rank Fusion
by: Samuel, Saron, et al.
Published: (2025)

Enhancing Subsequent Video Retrieval via Vision-Language Models (VLMs)
by: Duan, Yicheng, et al.
Published: (2025)

Event-aware Video Corpus Moment Retrieval
by: Hou, Danyang, et al.
Published: (2024)

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

Multimodal Adversarial Defense for Vision-Language Models by Leveraging One-To-Many Relationships
by: Waseda, Futa, et al.
Published: (2024)

CoLLM: A Large Language Model for Composed Image Retrieval
by: Huynh, Chuong, et al.
Published: (2025)

Multimodal Reasoning Agent for Zero-Shot Composed Image Retrieval
by: Tu, Rong-Cheng, et al.
Published: (2025)

Compressing then Matching: An Efficient Pre-training Paradigm for Multimodal Embedding
by: Li, Da, et al.
Published: (2025)

A Flexible and Scalable Framework for Video Moment Search
by: Zhang, Chongzhi, et al.
Published: (2025)

IISAN: Efficiently Adapting Multimodal Representation for Sequential Recommendation with Decoupled PEFT
by: Fu, Junchen, et al.
Published: (2024)

GraphRevisedIE: Multimodal Information Extraction with Graph-Revised Network
by: Cao, Panfeng, et al.
Published: (2024)

BRIDGE: Multimodal-to-Text Retrieval via Reinforcement-Learned Query Alignment
by: Mounis, Mohamed Darwish, et al.
Published: (2026)

MR$^2$-Bench: Going Beyond Matching to Reasoning in Multimodal Retrieval
by: Zhou, Junjie, et al.
Published: (2025)

FashionStylist: An Expert Knowledge-enhanced Multimodal Dataset for Fashion Understanding
by: Feng, Kaidong, et al.
Published: (2026)

Read and Think: An Efficient Step-wise Multimodal Language Model for Document Understanding and Reasoning
by: Zhang, Jinxu
Published: (2024)