Researchers have developed a chip-based quantum random number generator that provides high-speed, high-quality operation on a ...
Abstract: In recent years, extreme quantization methods-particularly one-bit quantization-have garnered significant attention in signal processing and data acquisition systems. While one-bit ...
Abstract: Variable-rate coding is challenging but indispensable for learned image compression (LIC) that is in nature characterized by nonlinear transform coding (NTC). Existing methods for ...
PITTSBURGH, Sept. 4, 2025 /PRNewswire/ -- Pointsville, a pioneering platform for digital asset infrastructure and loyalty, today announced the successful completion of its Series A funding round led ...
TFSD8는 변화(차분)·이벤트 중심의 저전력 양자화/부호화 스킴입니다. 2^E 스케일(쉬프트) + FP8 가수 조합으로 곱셈 없이(shift만) 넓은 동적 범위를 다룹니다. 본 프로젝트에서 사용되는 TFSD8 / TFSD16 ...
SD.Next Quantization provides full cross-platform quantization to reduce memory usage and increase performance for any device. Triton enables the use of optimized kernels for much better performance.