Delta-K is a novel KV cache quantization method that uses Closed-Loop DPCM (Differential Pulse-Code Modulation) to encode the K cache as residuals between consecutive tokens, combined with a learned ...

Abstract: Quantifying the complexity of biomedical signals offers critical insight into underlying physiological and pathological dynamics. This study systematically evaluates compression-based ...

Abstract: Providing high video quality under the lowest possible bitrate constraint is one of the critical challenges in video coding technology. Inspired by the continuous development of motion ...