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Ensemble Learning for Efficient VVC Bitrate Ladder Prediction
When compared to static bitrate ladder, the proposed method can offer about 13% bitrate reduction in terms of BD-BR with a negligible additional computational overhead.
CAESR: Conditional Autoencoder and Super-Resolution for Learned Spatial Scalability
Our framework considers a low-resolution signal encoded with VVC intra-mode as a base-layer (BL), and a deep conditional autoencoder with hyperprior (AE-HP) as an enhancement-layer (EL) model.
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