Cover Image

Cap2Sum: Learning to Summarize Videos by Generating Captions

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhao, Cairong, Wang, Chutian, Song, Zifan, Hu, Guosheng, Chen, Haonan, Zhai, Xiaofan
Format:	Preprint
Published:	2024
Subjects:	Multimedia
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Hallucination Localization in Video Captioning
by: Nakada, Shota, et al.
Published: (2025)

Video Summarization: Towards Entity-Aware Captions
by: Ayyubi, Hammad A., et al.
Published: (2023)

ProCap: Projection-Aware Captioning for Spatial Augmented Reality
by: Cao, Zimo, et al.
Published: (2026)

FinCap: Topic-Aligned Captions for Short-Form Financial YouTube Videos
by: Sukhani, Siddhant, et al.
Published: (2025)

Semantic-Guided Unsupervised Video Summarization
by: Liu, Haizhou, et al.
Published: (2026)

Multimodal Semantic Communication for Generative Audio-Driven Video Conferencing
by: Tong, Haonan, et al.
Published: (2024)

Bridging Your Imagination with Audio-Video Generation via a Unified Director
by: Zhang, Jiaxu, et al.
Published: (2025)

VisAug: Facilitating Speech-Rich Web Video Navigation and Engagement with Auto-Generated Visual Augmentations
by: Zhao, Baoquan, et al.
Published: (2025)

Embedded Heterogeneous Attention Transformer for Cross-lingual Image Captioning
by: Song, Zijie, et al.
Published: (2023)

VARFVV: View-Adaptive Real-Time Interactive Free-View Video Streaming with Edge Computing
by: Hu, Qiang, et al.
Published: (2025)

Multi Agents Semantic Emotion Aligned Music to Image Generation with Music Derived Captions
by: Shi, Junchang, et al.
Published: (2025)

EV-NVC: Efficient Variable bitrate Neural Video Compression
by: Hu, Yongcun, et al.
Published: (2025)

Latent Feature-Guided Conditional Diffusion for Generative Image Semantic Communication
by: Chen, Zehao, et al.
Published: (2025)

WavCaps: A ChatGPT-Assisted Weakly-Labelled Audio Captioning Dataset for Audio-Language Multimodal Research
by: Mei, Xinhao, et al.
Published: (2023)

Reinforcement Learning for Unsupervised Video Summarization with Reward Generator Training
by: Abbasi, Mehryar, et al.
Published: (2024)

Sound-VECaps: Improving Audio Generation with Visual Enhanced Captions
by: Yuan, Yi, et al.
Published: (2024)

Synchronized Video Storytelling: Generating Video Narrations with Structured Storyline
by: Yang, Dingyi, et al.
Published: (2024)

Video Echoed in Music: Semantic, Temporal, and Rhythmic Alignment for Video-to-Music Generation
by: Tong, Xinyi, et al.
Published: (2025)

PolySmart @ TRECVid 2024 Video Captioning (VTT)
by: Wu, Jiaxin, et al.
Published: (2024)

Multi-Reference Generative Face Video Compression with Contrastive Learning
by: Konuko, Goluck, et al.
Published: (2024)

Virbo: Multimodal Multilingual Avatar Video Generation in Digital Marketing
by: Zhang, Juan, et al.
Published: (2024)

Music2Palette: Emotion-aligned Color Palette Generation via Cross-Modal Representation Learning
by: Hu, Jiayun, et al.
Published: (2025)

SMC++: Masked Learning of Unsupervised Video Semantic Compression
by: Tian, Yuan, et al.
Published: (2024)

Unsupervised Ego- and Exo-centric Dense Procedural Activity Captioning via Gaze Consensus Adaptation
by: Shi, Zhaofeng, et al.
Published: (2025)

Hyperbolic Multimodal Generative Representation Learning for Generalized Zero-Shot Multimodal Information Extraction
by: Zhou, Baohang, et al.
Published: (2026)

Edit As You Wish: Video Caption Editing with Multi-grained User Control
by: Yao, Linli, et al.
Published: (2023)

OmniCustom: Sync Audio-Video Customization Via Joint Audio-Video Generation Model
by: Li, Maomao, et al.
Published: (2026)

Gradient-Guided Modality Decoupling for Missing-Modality Robustness
by: Wang, Hao, et al.
Published: (2024)

OneDiff: A Generalist Model for Image Difference Captioning
by: Hu, Erdong, et al.
Published: (2024)

See or Guess: Counterfactually Regularized Image Captioning
by: Cao, Qian, et al.
Published: (2024)

NewsCaption: Named-Entity aware Captioning for Out-of-Context Media
by: Singh, Anurag, et al.
Published: (2024)

Voices, Faces, and Feelings: Multi-modal Emotion-Cognition Captioning for Mental Health Understanding
by: Zhou, Zhiyuan, et al.
Published: (2026)

VRAgent-R1: Boosting Video Recommendation with MLLM-based Agents via Reinforcement Learning
by: Chen, Siran, et al.
Published: (2025)

Mitigating Image Captioning Hallucinations in Vision-Language Models
by: Zhao, Fei, et al.
Published: (2025)

A Human-Annotated Video Dataset for Training and Evaluation of 360-Degree Video Summarization Methods
by: Kontostathis, Ioannis, et al.
Published: (2024)

Startup Delay Aware Short Video Ordering: Problem, Model, and A Reinforcement Learning based Algorithm
by: Gao, Zhipeng, et al.
Published: (2024)

Hybrid Local-Global Context Learning for Neural Video Compression
by: Zhai, Yongqi, et al.
Published: (2024)

Implicit Location-Caption Alignment via Complementary Masking for Weakly-Supervised Dense Video Captioning
by: Ge, Shiping, et al.
Published: (2024)

DreamFoley: Scalable VLMs for High-Fidelity Video-to-Audio Generation
by: Li, Fu, et al.
Published: (2025)

MMSRARec: Summarization and Retrieval Augumented Sequential Recommendation Based on Multimodal Large Language Model
by: Wang, Haoyu, et al.
Published: (2025)