1 citations · 2 across the 3 of their papers we have counts for
5 papers
ScalablePromptus: Scalable and High-Fidelity Prompt-Based Video Streaming
Zehao Cao, Bowei Xu, Xun Cao +2
Prompt-based video streaming transmits compact semantic prompts instead of pixel-level content for generative reconstruction, enabling ultra-low-bitrate communication. However, the…
Karma: Adaptive Video Streaming via Causal Sequence Modeling
Bowei Xu, Hao Chen, Zhan Ma
Optimal adaptive bitrate (ABR) decision depends on a comprehensive characterization of state transitions that involve interrelated modalities over time including environmental obse…
Bamboo: Boosting Training Efficiency for Real-Time Video Streaming via Online Grouped Federated Transfer Learning
Qianyuan Zheng, Hao Chen, Zhan Ma
Most of the learning-based algorithms for bitrate adaptation are limited to offline learning, which inevitably suffers from the simulation-to-reality gap. Online learning can bette…
Mamba: Bringing Multi-Dimensional ABR to WebRTC
Yueheng Li, Zicheng Zhang, Hao Chen +1
Contemporary real-time video communication systems, such as WebRTC, use an adaptive bitrate (ABR) algorithm to assure high-quality and low-delay services, e.g., promptly adjusting…
Anableps: Adapting Bitrate for Real-Time Communication Using VBR-encoded Video
Zicheng Zhang, Hao Chen, Xun Cao +1
Content providers increasingly replace traditional constant bitrate with variable bitrate (VBR) encoding in real-time video communication systems for better video quality. However,…