An Empirical Comparison of Video Frame Sampling Methods for Multi-Modal RAG Retrieval
Fuente:
arXiv
Saved in:
| Main Authors: | Kandhare, Mahesh, Gisselbrecht, Thibault |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Prompt-aware of Frame Sampling for Efficient Text-Video Retrieval
by: Zhang, Deyu, et al.
Published: (2025)
by: Zhang, Deyu, et al.
Published: (2025)
Turing Patterns for Multimedia: Reaction-Diffusion Multi-Modal Fusion for Language-Guided Video Moment Retrieval
by: Fang, Xiang, et al.
Published: (2026)
by: Fang, Xiang, et al.
Published: (2026)
MoRAG -- Multi-Fusion Retrieval Augmented Generation for Human Motion
by: Kalakonda, Sai Shashank, et al.
Published: (2024)
by: Kalakonda, Sai Shashank, et al.
Published: (2024)
Generative Frame Sampler for Long Video Understanding
by: Yao, Linli, et al.
Published: (2025)
by: Yao, Linli, et al.
Published: (2025)
ASAP: Advancing Semantic Alignment Promotes Multi-Modal Manipulation Detecting and Grounding
by: Zhang, Zhenxing, et al.
Published: (2024)
by: Zhang, Zhenxing, et al.
Published: (2024)
SpikeMba: Multi-Modal Spiking Saliency Mamba for Temporal Video Grounding
by: Li, Wenrui, et al.
Published: (2024)
by: Li, Wenrui, et al.
Published: (2024)
Multi-proposal Collaboration and Multi-task Training for Weakly-supervised Video Moment Retrieval
by: Zhang, Bolin, et al.
Published: (2026)
by: Zhang, Bolin, et al.
Published: (2026)
Cross-Modal and Uni-Modal Soft-Label Alignment for Image-Text Retrieval
by: Huang, Hailang, et al.
Published: (2024)
by: Huang, Hailang, et al.
Published: (2024)
HuMo: Human-Centric Video Generation via Collaborative Multi-Modal Conditioning
by: Chen, Liyang, et al.
Published: (2025)
by: Chen, Liyang, et al.
Published: (2025)
MM-MovieDubber: Towards Multi-Modal Learning for Multi-Modal Movie Dubbing
by: Zheng, Junjie, et al.
Published: (2025)
by: Zheng, Junjie, et al.
Published: (2025)
PRVR: Partially Relevant Video Retrieval
by: Chen, Xianke, et al.
Published: (2022)
by: Chen, Xianke, et al.
Published: (2022)
Robust Self-Paced Hashing for Cross-Modal Retrieval with Noisy Labels
by: Pu, Ruitao, et al.
Published: (2025)
by: Pu, Ruitao, et al.
Published: (2025)
AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video Hashing
by: Lian, Niu, et al.
Published: (2025)
by: Lian, Niu, et al.
Published: (2025)
Transcending Fusion: A Multi-Scale Alignment Method for Remote Sensing Image-Text Retrieval
by: Yang, Rui, et al.
Published: (2024)
by: Yang, Rui, et al.
Published: (2024)
Towards Unbiased Cross-Modal Representation Learning for Food Image-to-Recipe Retrieval
by: Wang, Qing, et al.
Published: (2025)
by: Wang, Qing, et al.
Published: (2025)
Modality-Aware Shot Relating and Comparing for Video Scene Detection
by: Tan, Jiawei, et al.
Published: (2024)
by: Tan, Jiawei, et al.
Published: (2024)
Can Video Diffusion Models Predict Past Frames? Bidirectional Cycle Consistency for Reversible Interpolation
by: Liu, Lingyu, et al.
Published: (2026)
by: Liu, Lingyu, et al.
Published: (2026)
Multi-Modal Cross-Domain Alignment Network for Video Moment Retrieval
by: Fang, Xiang, et al.
Published: (2022)
by: Fang, Xiang, et al.
Published: (2022)
Memory-enhanced Retrieval Augmentation for Long Video Understanding
by: Yuan, Huaying, et al.
Published: (2025)
by: Yuan, Huaying, et al.
Published: (2025)
Omni-Customizer: End-to-End MultiModal Customization for Joint Audio-Video Generation
by: Chen, Yuheng, et al.
Published: (2026)
by: Chen, Yuheng, et al.
Published: (2026)
Interactive Multi-Turn Retrieval for Health Videos
by: Wu, Chengzheng, et al.
Published: (2026)
by: Wu, Chengzheng, et al.
Published: (2026)
Context-Enhanced Video Moment Retrieval with Large Language Models
by: Liu, Weijia, et al.
Published: (2024)
by: Liu, Weijia, et al.
Published: (2024)
PUMA: Layer-Pruned Language Model for Efficient Unified Multimodal Retrieval with Modality-Adaptive Learning
by: Lyu, Yibo, et al.
Published: (2025)
by: Lyu, Yibo, et al.
Published: (2025)
Enhancing Partially Relevant Video Retrieval with Robust Alignment Learning
by: Zhang, Long, et al.
Published: (2025)
by: Zhang, Long, et al.
Published: (2025)
Quantifying and Enhancing Multi-modal Robustness with Modality Preference
by: Yang, Zequn, et al.
Published: (2024)
by: Yang, Zequn, et al.
Published: (2024)
Find the Cliffhanger: Multi-Modal Trailerness in Soap Operas
by: Bretti, Carlo, et al.
Published: (2024)
by: Bretti, Carlo, et al.
Published: (2024)
Delving Deeper: Hierarchical Visual Perception for Robust Video-Text Retrieval
by: Xie, Zequn, et al.
Published: (2026)
by: Xie, Zequn, et al.
Published: (2026)
HUD: Hierarchical Uncertainty-Aware Disambiguation Network for Composed Video Retrieval
by: Chen, Zhiwei, et al.
Published: (2025)
by: Chen, Zhiwei, et al.
Published: (2025)
DMC$^3$: Dual-Modal Counterfactual Contrastive Construction for Egocentric Video Question Answering
by: Zou, Jiayi, et al.
Published: (2025)
by: Zou, Jiayi, et al.
Published: (2025)
Teacher-Guided Pseudo Supervision and Cross-Modal Alignment for Audio-Visual Video Parsing
by: Chen, Yaru, et al.
Published: (2025)
by: Chen, Yaru, et al.
Published: (2025)
EAR: Enhancing Uni-Modal Representations for Weakly Supervised Audio-Visual Video Parsing
by: Li, Huilai, et al.
Published: (2026)
by: Li, Huilai, et al.
Published: (2026)
Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep Models
by: Liu, Yang, et al.
Published: (2023)
by: Liu, Yang, et al.
Published: (2023)
CL2CM: Improving Cross-Lingual Cross-Modal Retrieval via Cross-Lingual Knowledge Transfer
by: Wang, Yabing, et al.
Published: (2023)
by: Wang, Yabing, et al.
Published: (2023)
T2VParser: Adaptive Decomposition Tokens for Partial Alignment in Text to Video Retrieval
by: Li, Yili, et al.
Published: (2025)
by: Li, Yili, et al.
Published: (2025)
HFS: Holistic Query-Aware Frame Selection for Efficient Video Reasoning
by: Yang, Yiqing, et al.
Published: (2025)
by: Yang, Yiqing, et al.
Published: (2025)
Multi-Modal Image Fusion via Intervention-Stable Feature Learning
by: Wang, Xue, et al.
Published: (2026)
by: Wang, Xue, et al.
Published: (2026)
Interactive Spatial-Frequency Fusion Mamba for Multi-Modal Image Fusion
by: Zhu, Yixin, et al.
Published: (2026)
by: Zhu, Yixin, et al.
Published: (2026)
A Human-Annotated Video Dataset for Training and Evaluation of 360-Degree Video Summarization Methods
by: Kontostathis, Ioannis, et al.
Published: (2024)
by: Kontostathis, Ioannis, et al.
Published: (2024)
Vision-Language Models Learn Super Images for Efficient Partially Relevant Video Retrieval
by: Nishimura, Taichi, et al.
Published: (2023)
by: Nishimura, Taichi, et al.
Published: (2023)
GTPBD-MM: A Global Terraced Parcel and Boundary Dataset with Multi-Modality
by: Zhang, Zhiwei, et al.
Published: (2026)
by: Zhang, Zhiwei, et al.
Published: (2026)
Similar Items
-
Prompt-aware of Frame Sampling for Efficient Text-Video Retrieval
by: Zhang, Deyu, et al.
Published: (2025) -
Turing Patterns for Multimedia: Reaction-Diffusion Multi-Modal Fusion for Language-Guided Video Moment Retrieval
by: Fang, Xiang, et al.
Published: (2026) -
MoRAG -- Multi-Fusion Retrieval Augmented Generation for Human Motion
by: Kalakonda, Sai Shashank, et al.
Published: (2024) -
Generative Frame Sampler for Long Video Understanding
by: Yao, Linli, et al.
Published: (2025) -
ASAP: Advancing Semantic Alignment Promotes Multi-Modal Manipulation Detecting and Grounding
by: Zhang, Zhenxing, et al.
Published: (2024)