Cover Image

Beyond Interpretability: Exploring the Comprehensibility of Adaptive Video Streaming through Large Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Jia, Lianchen, Li, Chaoyang, Yuan, Ziqi, Chen, Jiahui, Huang, Tianchi, Liu, Jiangchuan, Sun, Lifeng
Format:	Preprint
Published:	2025
Subjects:	Multimedia Machine Learning Image and Video Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Towards User-level QoE: Large-scale Practice in Personalized Optimization of Adaptive Video Streaming
by: Jia, Lianchen, et al.
Published: (2025)

Optimizing Mobile-Friendly Viewport Prediction for Live 360-Degree Video Streaming
by: Zhang, Lei, et al.
Published: (2024)

Interactive $360^{\circ}$ Video Streaming Using FoV-Adaptive Coding with Temporal Prediction
by: Mao, Yixiang, et al.
Published: (2024)

Rate-Quality or Energy-Quality Pareto Fronts for Adaptive Video Streaming?
by: Katsenou, Angeliki, et al.
Published: (2024)

Generative Flow Networks for Personalized Multimedia Systems: A Case Study on Short Video Feeds
by: Jin, Yili, et al.
Published: (2025)

Robust Live Streaming over LEO Satellite Constellations: Measurement, Analysis, and Handover-Aware Adaptation
by: Fang, Hao, et al.
Published: (2025)

Generative AI for Multimedia Communication: Recent Advances, An Information-Theoretic Framework, and Future Opportunities
by: Jin, Yili, et al.
Published: (2025)

DQ-Ladder: A Deep Reinforcement Learning-based Bitrate Ladder for Adaptive Video Streaming
by: Farahani, Reza, et al.
Published: (2026)

Fast Multirate Encoding for 360° Video in OMAF Streaming Workflows
by: Premkumar, Amritha, et al.
Published: (2026)

Camel: Frame-Level Bandwidth Estimation for Low-Latency Live Streaming under Video Bitrate Undershooting
by: Liu, Liming, et al.
Published: (2026)

Decoding Complexity-Rate-Quality Pareto-Front for Adaptive VVC Streaming
by: Katsenou, Angeliki, et al.
Published: (2024)

Progressive Frame Patching for FoV-based Point Cloud Video Streaming
by: Zong, Tongyu, et al.
Published: (2023)

Subjective and Objective Quality-of-Experience Evaluation Study for Live Video Streaming
by: Zhu, Zehao, et al.
Published: (2024)

EyeNexus: Adaptive Gaze-Driven Quality and Bitrate Streaming for Seamless VR Cloud Gaming Experiences
by: Wu, Ze, et al.
Published: (2025)

Adaptive Resolution and Chroma Subsampling for Energy-Efficient Video Coding
by: Premkumar, Amritha, et al.
Published: (2026)

Securing Immersive 360 Video Streams through Attribute-Based Selective Encryption
by: Usmani, Mohammad Waquas, et al.
Published: (2025)

Perception-Aware Video Semantic Communication
by: Huang, Yinhuan, et al.
Published: (2026)

Video Compression Beyond VVC: Quantitative Analysis of Intra Coding Tools in Enhanced Compression Model (ECM)
by: Abdoli, Mohsen, et al.
Published: (2024)

QoE Optimization for Semantic Self-Correcting Video Transmission in Multi-UAV Networks
by: Chen, Xuyang, et al.
Published: (2025)

DIGITWISE: Digital Twin-based Modeling of Adaptive Video Streaming Engagement
by: Artioli, Emanuele, et al.
Published: (2025)

Rip Current Detection in Nearshore Areas through UAV Video Analysis with Almost Local-Isometric Embedding Techniques on Sphere
by: Sun, Anchen, et al.
Published: (2023)

Symmetric Entropy-Constrained Video Coding for Machines
by: Sun, Yuxiao, et al.
Published: (2025)

HybridPrompt: Bridging Generative Priors and Traditional Codecs for Mobile Streaming
by: Liu, Liming, et al.
Published: (2026)

Enhanced Template-based Intra Mode Derivation with Adaptive Block Vector Replacement
by: Zhang, Jiaqi, et al.
Published: (2025)

Memory-Anchored Multimodal Reasoning for Explainable Video Forensics
by: Chen, Chen, et al.
Published: (2025)

H.265/HEVC Video Steganalysis Based on CU Block Structure Gradients and IPM Mapping
by: Zhang, Xiang, et al.
Published: (2026)

Thin-Client Interactive Gaussian Adaptive Streaming over HTTP/3
by: Artioli, Emanuele, et al.
Published: (2026)

StreamGuard: Exploring a 5G Architecture for Efficient, Quality of Experience-Aware Video Conferencing
by: Cao, Xuyang, et al.
Published: (2026)

A Versatile Depth Video Encoding Scheme Based on Low-rank Tensor Modeling for Free Viewpoint Video
by: Sharma, Mansi, et al.
Published: (2021)

PIRA: Pan-CDN Intra-video Resource Adaptation for Short Video Streaming
by: Qiao, Chunyu, et al.
Published: (2025)

Evaluation of Hardware-based Video Encoders on Modern GPUs for UHD Live-Streaming
by: Arunruangsirilert, Kasidis, et al.
Published: (2025)

CAGS: Color-Adaptive Volumetric Video Streaming with Dynamic 3D Gaussian Splatting
by: Yin, Daheng, et al.
Published: (2026)

Adaptive Wireless Image Semantic Transmission and Over-The-Air Testing
by: Ding, Jiarun, et al.
Published: (2024)

Tube-Structured Incremental Semantic HARQ for Generative Video Receivers
by: Wang, Xuesong, et al.
Published: (2026)

Convex-hull Estimation using XPSNR for Versatile Video Coding
by: Menon, Vignesh V, et al.
Published: (2024)

Efficient Sub-pixel Motion Compensation in Learned Video Codecs
by: Ladune, Théo, et al.
Published: (2025)

Smaller is Better: Generative Models Can Power Short Video Preloading
by: Liu, Liming, et al.
Published: (2026)

Audio-Visual Cross-Modal Compression for Generative Face Video Coding
by: Xu, Youmin, et al.
Published: (2025)

Region-Adaptive Learned Hierarchical Encoding for 3D Gaussian Splatting Data
by: Sridhara, Shashank N., et al.
Published: (2025)

Encoding Time and Energy Model for SVT-AV1 based on Video Complexity
by: Eichermüller, Lena, et al.
Published: (2024)