Instance-Adaptive Video Compression: Improving Neural Codecs by Training on the Test Set

Ties van Rozendaal, Johann Brehmer, Yunfan Zhang +3

We introduce a video compression algorithm based on instance-adaptive learning. On each video sequence to be transmitted, we finetune a pretrained compression model. The optimal pa…