Distributed video coding (DVC) represents a paradigm shift in video compression, wherein the computational burden is transferred from the encoder to the decoder. This approach exploits the inherent ...

“LLM decoding is bottlenecked for large batches and long contexts by loading the key-value (KV) cache from high-bandwidth memory, which inflates per-token latency, while the sequential nature of ...

Widely adopted video-coding standards are subject to obsolescence that follows a different form of “Moore’s Law.” Although silicon speed roughly doubles every 18 months, video-coding efficiency ...