2026
Neural-Centric Video Processing Pipeline for Unified Multi-Task Inference
CVPR 2026
Videos are increasingly used as inputs to machine learning systems, where repeated decoding and processing across diverse downstream tasks dominate computational cost. However, existing video pipelines remain inefficient. Traditional codecs such as H.264 and H.265 are optimized for human perception