A shared encoder trained on a few video frames, followed by frozen-encoder parallel decoder training, cuts neural video encoding time by 20 to 30 times at similar quality.
Sullivan, Jens-Rainer Ohm, Woo-Jin Han, and Thomas Wiegand
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SIEDD: Shared-Implicit Encoder with Discrete Decoders
A shared encoder trained on a few video frames, followed by frozen-encoder parallel decoder training, cuts neural video encoding time by 20 to 30 times at similar quality.