Open access
2026
Context-Aware Semantic Video Coding via Content-Adaptive Parameter Overfitting
A context-aware framework that specializes a pretrained semantic decoder to each group of pictures by optimizing only its channel-wise scale factors and transposed-convolution biases, enabling the receiver to reproduce the adapted decoder without full-model retraining is introduced.
P. Samarathunga, Yasith Ganearachchi, Thanuj Fernando et al.
· IEEE Access · 0 citations