Awesome-Neural-Enhahced-Video-Streaming

This is a list of recent literature on video streaming published in major venues. In particular, this list focuses on the super-resolution or neural codec-based approaches. Papers on volumetric video streaming are listed Awesome-Volumetric-Video-Streaming.

A-1. 2D Video Streaming (Non-Mobile)

VoD streaming

• [SIGMETRICS 2024] BONES: Near-Optimal Neural-Enhanced Video Streaming (Paper)
• [NSDI 2022] Swift: Adaptive Video Streaming with Layered Neural Codecs (Paper)
• [IEEE TCSVT 2022] DeepStream: Video Streaming Enhancements using Compressed Deep Neural Networks (Paper)
• [OSDI 2018] Neural Adaptive Content-aware Internet Video Delivery (NAS) (Paper)

Live streaming

• [SIGCOMM 2022] NeuroScaler: neural video enhancement at scale (Paper)
• [SIGCOMM 2020] Neural-Enhanced Live Streaming: Improving Live Video Ingest via Online Learning (LiveNAS) (Paper)

Video conferencing

• [NSDI 2024] Gemino: Practical and Robust Neural Compression for Video Conferencing (Paper)

A-2. 2D Video Streaming (Mobile)

VoD streaming

• [WWW 2023] BiSR: Bidirectionally Optimized Super-Resolution for Mobile Video Streaming (Paper)
• [CoNEXT 2021] dcSR: Practical Video Quality Enhancement Using Data-Centric Super Resolution (Paper)
• [MobiCom 2020] NEMO: enabling neural-enhanced video streaming on commodity mobile devices (Paper)
• [INFOCOM 2020] Improving Quality of Experience by Adaptive Video Streaming with Super-Resolution (SRAVS) (Paper)

B-1. 360-degree Video Streaming (Non-Mobile)

VoD streaming

• [VR 2025] Adaptive 360-Degree Video Streaming with Super-Resolution and Interpolation (Paper)
• [TSC 2024] NOVA: Neural-Optimized Viewport Adaptive 360-Degree Video Streaming at the Edge (Paper)
• [MM 2022] Sophon: Super-Resolution Enhanced 360◦ Video Streaming with Visual Saliency-aware Prefetch (Paper)
• [INFOCOM 2020] Streaming 360-degree Videos using Super-Resolution (PARSEC) (Paper)
• [NOSSDAV 2020] SR360: Boosting 360-degree video streaming with super-resolution (Paper)

Live streaming

• [SenSys 2025] Orbis: Redesigning Neural-enhanced Video Streaming for Live Immersive Viewing (Paper)
  • Interleaved downscaling + Inpainting-based enhancement
• [MM 2024] Lumos: Optimizing Live 360-degree Video Upstreaming via Spatial-Temporal Integrated Neural Enhancement (Paper)
  • Super-resolution + Frame interpolation
• [TBC 2023] Vaser: Optimizing 360-Degree Live Video Ingest via Viewport-Aware Neural Enhancement (Paper)

B-2. 360-degree Video Streaming (Mobile)

VoD streaming

• [INFOCOM 2024] TBSR: Tile-Based 360◦ Video Streaming with Super-Resolution on Commodity Mobile Devices (Paper)
• [INFOCOM 2023] Collaborative Streaming and Super Resolution Adaptation for Mobile Immersive Videos (CASE) (Paper)

Live streaming

• [MobiSys 2023] OmniLive: Super-Resolution Enhanced 360° Video Live Streaming for Mobile Devices (Paper)