Embedding-based Retrieval in Multimodal Content Moderation
Fuente:
arXiv
Saved in:
| Main Authors: | Liang, Hanzhong, Shi, Jinghao, Shen, Xiang, Wang, Zixuan, Wen, Vera, Mehrani, Ardalan, Chen, Zhiqian, Wu, Yifan, Zhang, Zhixin |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
U-MARVEL: Unveiling Key Factors for Universal Multimodal Retrieval via Embedding Learning with MLLMs
by: Li, Xiaojie, et al.
Published: (2025)
by: Li, Xiaojie, et al.
Published: (2025)
MSAM: Multi-Semantic Adaptive Mining for Cross-Modal Drone Video-Text Retrieval
by: Huang, Jinghao, et al.
Published: (2025)
by: Huang, Jinghao, et al.
Published: (2025)
Modality Curation: Building Universal Embeddings for Advanced Multimodal Information Retrieval
by: Kong, Fanheng, et al.
Published: (2025)
by: Kong, Fanheng, et al.
Published: (2025)
Modality-Balanced Learning for Multimedia Recommendation
by: Zhang, Jinghao, et al.
Published: (2024)
by: Zhang, Jinghao, et al.
Published: (2024)
CLaMR: Contextualized Late-Interaction for Multimodal Content Retrieval
by: Wan, David, et al.
Published: (2025)
by: Wan, David, et al.
Published: (2025)
Multimodal Reasoning Agent for Zero-Shot Composed Image Retrieval
by: Tu, Rong-Cheng, et al.
Published: (2025)
by: Tu, Rong-Cheng, et al.
Published: (2025)
Event-aware Video Corpus Moment Retrieval
by: Hou, Danyang, et al.
Published: (2024)
by: Hou, Danyang, et al.
Published: (2024)
Beyond Global Similarity: Towards Fine-Grained, Multi-Condition Multimodal Retrieval
by: Lu, Xuan, et al.
Published: (2026)
by: Lu, Xuan, et al.
Published: (2026)
ViDR: Grounding Multimodal Deep Research Reports in Source Visual Evidence
by: Shi, Zhuofan, et al.
Published: (2026)
by: Shi, Zhuofan, et al.
Published: (2026)
LoVR: A Benchmark for Long Video Retrieval in Multimodal Contexts
by: Cai, Qifeng, et al.
Published: (2025)
by: Cai, Qifeng, et al.
Published: (2025)
Filter-And-Refine: A MLLM Based Cascade System for Industrial-Scale Video Content Moderation
by: Wang, Zixuan, et al.
Published: (2025)
by: Wang, Zixuan, et al.
Published: (2025)
Improving Video Corpus Moment Retrieval with Partial Relevance Enhancement
by: Hou, Danyang, et al.
Published: (2024)
by: Hou, Danyang, et al.
Published: (2024)
Leveraging Foundation Models for Content-Based Image Retrieval in Radiology
by: Denner, Stefan, et al.
Published: (2024)
by: Denner, Stefan, et al.
Published: (2024)
MetaEmbed: Scaling Multimodal Retrieval at Test-Time with Flexible Late Interaction
by: Xiao, Zilin, et al.
Published: (2025)
by: Xiao, Zilin, et al.
Published: (2025)
Accurate and Scalable Multimodal Pathology Retrieval via Attentive Vision-Language Alignment
by: Wang, Hongyi, et al.
Published: (2025)
by: Wang, Hongyi, et al.
Published: (2025)
Self-distilled Dynamic Fusion Network for Language-based Fashion Retrieval
by: Wu, Yiming, et al.
Published: (2024)
by: Wu, Yiming, et al.
Published: (2024)
Multimodal Learned Sparse Retrieval with Probabilistic Expansion Control
by: Nguyen, Thong, et al.
Published: (2024)
by: Nguyen, Thong, et al.
Published: (2024)
Compressing then Matching: An Efficient Pre-training Paradigm for Multimodal Embedding
by: Li, Da, et al.
Published: (2025)
by: Li, Da, et al.
Published: (2025)
Windsock is Dancing: Adaptive Multimodal Retrieval-Augmented Generation
by: Zhao, Shu, et al.
Published: (2025)
by: Zhao, Shu, et al.
Published: (2025)
UniNote: A Unified Embedding Model for Multimodal Representation and Ranking
by: Zhao, Jinghan, et al.
Published: (2026)
by: Zhao, Jinghan, et al.
Published: (2026)
Unified Interactive Multimodal Moment Retrieval via Cascaded Embedding-Reranking and Temporal-Aware Score Fusion
by: Thanh, Toan Le Ngo, et al.
Published: (2025)
by: Thanh, Toan Le Ngo, et al.
Published: (2025)
DeepImageSearch: Benchmarking Multimodal Agents for Context-Aware Image Retrieval in Visual Histories
by: Deng, Chenlong, et al.
Published: (2026)
by: Deng, Chenlong, et al.
Published: (2026)
BRIDGE: Multimodal-to-Text Retrieval via Reinforcement-Learned Query Alignment
by: Mounis, Mohamed Darwish, et al.
Published: (2026)
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)
by: Zhou, Junjie, et al.
Published: (2025)
VLM2GeoVec: Toward Universal Multimodal Embeddings for Remote Sensing
by: Aimar, Emanuel Sánchez, et al.
Published: (2025)
by: Aimar, Emanuel Sánchez, et al.
Published: (2025)
MM-Embed: Universal Multimodal Retrieval with Multimodal LLMs
by: Lin, Sheng-Chieh, et al.
Published: (2024)
by: Lin, Sheng-Chieh, et al.
Published: (2024)
Snap and Diagnose: An Advanced Multimodal Retrieval System for Identifying Plant Diseases in the Wild
by: Wei, Tianqi, et al.
Published: (2024)
by: Wei, Tianqi, et al.
Published: (2024)
SAIL-Embedding Technical Report: Omni-modal Embedding Foundation Model
by: Lin, Lin, et al.
Published: (2025)
by: Lin, Lin, et al.
Published: (2025)
Any2Any: Incomplete Multimodal Retrieval with Conformal Prediction
by: Li, Po-han, et al.
Published: (2024)
by: Li, Po-han, et al.
Published: (2024)
Dual Prompt Learning for Adapting Vision-Language Models to Downstream Image-Text Retrieval
by: Wang, Yifan, et al.
Published: (2025)
by: Wang, Yifan, et al.
Published: (2025)
VISTA: Visualized Text Embedding For Universal Multi-Modal Retrieval
by: Zhou, Junjie, et al.
Published: (2024)
by: Zhou, Junjie, et al.
Published: (2024)
GMM-Based Comprehensive Feature Extraction and Relative Distance Preservation For Few-Shot Cross-Modal Retrieval
by: Sun, Chengsong, et al.
Published: (2025)
by: Sun, Chengsong, et al.
Published: (2025)
Content-based 3D Image Retrieval and a ColBERT-inspired Re-ranking for Tumor Flagging and Staging
by: Jush, Farnaz Khun, et al.
Published: (2025)
by: Jush, Farnaz Khun, et al.
Published: (2025)
From Swath to Full-Disc: Advancing Precipitation Retrieval with Multimodal Knowledge Expansion
by: Wang, Zheng, et al.
Published: (2025)
by: Wang, Zheng, et al.
Published: (2025)
Progressive Multimodal Reasoning via Active Retrieval
by: Dong, Guanting, et al.
Published: (2024)
by: Dong, Guanting, et al.
Published: (2024)
Re-ranking the Context for Multimodal Retrieval Augmented Generation
by: Mortaheb, Matin, et al.
Published: (2025)
by: Mortaheb, Matin, et al.
Published: (2025)
Enabling Collaborative Parametric Knowledge Calibration for Retrieval-Augmented Vision Question Answering
by: Deng, Jiaqi, et al.
Published: (2025)
by: Deng, Jiaqi, et al.
Published: (2025)
Leveraging High-Resolution Features for Improved Deep Hashing-based Image Retrieval
by: Berriche, Aymene, et al.
Published: (2024)
by: Berriche, Aymene, et al.
Published: (2024)
Chain-of-Thought Re-ranking for Image Retrieval Tasks
by: Wu, Shangrong, et al.
Published: (2025)
by: Wu, Shangrong, et al.
Published: (2025)
GraphRevisedIE: Multimodal Information Extraction with Graph-Revised Network
by: Cao, Panfeng, et al.
Published: (2024)
by: Cao, Panfeng, et al.
Published: (2024)
Similar Items
-
U-MARVEL: Unveiling Key Factors for Universal Multimodal Retrieval via Embedding Learning with MLLMs
by: Li, Xiaojie, et al.
Published: (2025) -
MSAM: Multi-Semantic Adaptive Mining for Cross-Modal Drone Video-Text Retrieval
by: Huang, Jinghao, et al.
Published: (2025) -
Modality Curation: Building Universal Embeddings for Advanced Multimodal Information Retrieval
by: Kong, Fanheng, et al.
Published: (2025) -
Modality-Balanced Learning for Multimedia Recommendation
by: Zhang, Jinghao, et al.
Published: (2024) -
CLaMR: Contextualized Late-Interaction for Multimodal Content Retrieval
by: Wan, David, et al.
Published: (2025)